ZKUSDT * LongTimeLong

Net loss of -21.32% - this configuration did not perform well in the tested window. Max drawdown reached -26.25%, so the equity path was significant - investors would have sat through a deep drawdown before the recovery.

ZKUSDT | 3LongTimeLong.json | 2024-04-24 - 2026-02-25 | -21.32% | 156,193 closed trades | 100.0% closed WR | 784 open orders

Headline Performance

Data source - GET /backtests/{id} + /equity + /trades * Fields used: return_pct, final_value, total_profit, win_rate, fulfilled_trades, active_orders, unrealized_pnl_exit_net, max_profit, min_profit

This backtest ended with 784 open orders carrying -2,903.31 USDT of unrealized P&L. Headline numbers below split realized (closed trades) from unrealized (mark-to-market on open positions) - only Portfolio PnL ties back to final_value - start_balance.

Return

-21.32%

Final Value

7,868.12 USDT

Portfolio PnL

-2,131.88 USDT (realized + unrealized)

Realized Profit

+839.60 USDT (closed trades only)

Unrealized PnL

-2,903.31 USDT (open positions, mark-to-market)

Win Rate (closed)

100.0% (excludes 784 open orders)

Closed Trades

156,193

Open Orders

784

Best Closed Trade

+0.0075 USDT

Worst Closed Trade

+0.0050 USDT

TL;DR

The LongTimeLong strategy on ZKUSDT returned -21.32% over 2024-04-24 to 2026-02-25, turning 10,000.00 USDT into 7,868.12 USDT. It executed 156,193 closed trades with a 100.0% win rate (closed only), hitting a max drawdown of -26.25%. [!] This 100.0% win rate is a structural artifact, not edge - closed-trade WR excludes open positions by definition, and 784 orders remain open carrying -2,903.31 USDT of unrealized loss. The losing trades are sitting unrealised in the open buy-ladder, not absent. Annualized growth (CAGR) was -13.21%.

Performance KPI Metrics

Data source - GET /backtests/{id} + /equity + /trades * Fields used: server aggregates from /daily-stats and /extras (Total Fees, Gross Profit/Loss, fill-type counts) plus <AnalyticsCharts> KPI strip * Transform: bt.* + dailyStats.totals + extras.deep_dive.fill_type_breakdown

Six-card KPI strip mirroring the live UI - combines risk (Max Drawdown, Sharpe), trade-economics (Profit Factor, Fees, Hold Time) and exit-mix (TP/SL/TSL) into one retrieval-friendly chunk.

Max Drawdown

-26.25%

Profit Factor

inf (no losing trades)

Sharpe Ratio

-0.52

Total Fees

1,174.05 USDT

Avg Hold Time

16.0 h

TP / SL / TSL

156,193 / 0 / 0

Trade Economics

Metric	Value	Interpretation
Profit Factor	inf (no losing trades)	Sum of winning trades / sum of losing trades. >1 = profitable edge, >2 = strong, inf = no losses.
Gross Profit	2,013.65 USDT	Sum of all winning trades before fees.
Gross Loss	0.00 USDT	Absolute sum of all losing trades.
Total Fees	1,174.05 USDT	Buy + sell fees across all trades.
Fee Drag	58.3% of gross profit	What share of edge the exchange consumed.
Avg Hold Time	16.0 h	Mean duration a position is open.

Exit Mix (Fill Types)

Exit Type	Count	Share	What It Means
TP (Take Profit)	156,193	100.0%	Position closed by hitting the profit target - the desired outcome.
SL (Stop Loss)	0	0.0%	Position closed by hitting the stop - capital preservation in action.
TSL (Trailing Stop)	0	0.0%	Trailing stop locked in profit during a trend.

Verdict

For ZKUSDT, the strategy’s profit factor of inf (no losing trades) indicates gross winners materially exceeded gross losers in this window, exits are TP-dominant (100.0%), so most profit comes from hitting take-profit targets, fees ate 58.3% of gross profit - over-trading risk.

Chunking & Headings Guide

This document is structured for deterministic RAG ingestion. Each top-level section is wrapped in HTML-comment chunk markers and follows a stable heading convention.

Chunk markers

Every section is delimited by paired JSX comments - invisible to readers, trivial for splitters. (Earlier versions of this exporter used HTML comments; we switched to JSX comments in v2.4.0 because MDX 3 - the parser Mintlify uses - forbids HTML comments at the document level.) The example below uses uppercase RAG-CHUNK so it doesn’t accidentally match a splitter that scans this very page; real markers use lowercase rag-chunk:

{/* RAG-CHUNK:start id="tldr" type="summary" title="TL;DR" tokens~="120" backtest_id="cf5c9633-eee1-4261-8199-c3fb988c660c" */}
...section markdown...
{/* RAG-CHUNK:end id="tldr" */}

Splitter rule: match the case-sensitive lowercase regex \{/\*\s*rag-chunk:(start|end)\b[^*]*\*/\} and treat everything between a matching start/end pair (same id) as one indivisible chunk. Never split inside a chunk. (For backwards compatibility with v2.3.x exports, splitters can OR-match the legacy regex .)

Heading convention

# Title - appears exactly once (the document title in the intro chunk).
## Section - opens every top-level chunk. Heading text matches the chunk’s title attribute.
### Sub-section - purely visual; never introduces a new chunk.
#### and deeper - reserved for inline detail (e.g. per-chart sub-blocks inside the catalogue).

Chunk `type` taxonomy

Type	Purpose	Best for retrieval of…
`meta`	Frontmatter & document intro	document-identity questions
`summary`	TL;DR-style condensed prose	”give me the headline”
`kpis`	Headline numbers, card grids	numeric lookups
`overview`	Tabular meta (period, balance, …)	“what was tested”
`comparison`	Strategy vs benchmark	”did it beat buy & hold”
`claims`	Assertion -> evidence -> source	citation-grade answers
`config`	Reproduction parameters	”how do I rerun this”
`chart`	Single visualization w/ embedded data	chart-specific questions
`catalogue`	Multi-chart bundle	exploratory chart questions
`risk` / `allocation` / `trade-stats` / `monthly` / `top-trades`	Domain-specific analytics	targeted KPI questions
`validation`	Data-quality report	trust / sanity questions
`facts`	Machine-readable JSON + key-value	deterministic lookups
`qa`	Pre-answered FAQ	direct Q&A retrieval
`glossary`	Term definitions	disambiguation
`narrative`	Human-oriented prose	”explain like I’m…”
`structured`	JSON-LD / schema.org	search-engine indexing
`provenance`	Metric -> API field -> formula lookup	”where does this number come from”
`integrity`	SHA-256 fingerprints of raw API payloads	tamper-evidence checks
`attachments`	Verbatim API responses + trade-sample CSV (full ledger via `/trades` pagination)	byte-level reproduction
`footer`	Disclaimers, links	compliance lookups

Recommended ingestion pipeline

Split on {/* rag-chunk:start ... */} / {/* rag-chunk:end ... */} boundaries.
Use the id attribute as the vector-store primary key - stable across re-exports.
Store type, title, tokens~, and backtest_id as filterable metadata.
Do not further chunk the facts, claims, qa, or structured sections - they’re designed to be retrieved whole.
The catalogue chunk is large; if your context budget is tight, split it on its ### sub-headings instead of dropping it.

Performance Analysis

Data source - GET /backtests/{id} + /equity + /trades * Fields used: same prose rendered on the live page by <BacktestInterpretation> - pure, deterministic, no LLM * Transform: buildBacktestInterpretation(bt)

Long-form, rule-based interpretation of this run. Identical to what the page shows - embedded here so an LLM can quote it verbatim without re-deriving the analysis.

This run produced a -21.32% return on ZKUSDT - a clear loss in the tested window. Useful primarily as a negative datapoint about parameter combinations that did not fit ZKUSDT market conditions over these dates. About ZKUSDT: ZKUSDT is a stablecoin-quoted spot pair on Binance. Quote-side liquidity is deep, so slippage assumptions in this backtest map reasonably well to live execution at retail size. An 100.0% closed-trade win rate across 156.193 closed trades on ZKUSDT is unusually high. Strategies that win this often typically use small take-profits relative to stop-losses, which works until a single large adverse ZKUSDT move erases many small wins. This figure covers closed trades only and excludes 784 orders that were still open at the end of the window. At roughly 232.1 ZKUSDT trades per day this is a high-frequency configuration - fee drag and slippage assumptions become critical when extrapolating to live trading on Binance Spot. The trade payoff distribution is positively skewed - outsized winners drove the bulk of the result, which is characteristic of trend-capturing modes. Best single trade: 0.0075 USDT. Worst: 0.0050 USDT. Average per trade: 0.0054 USDT. Risk profile (closed trades only): No closed trade ended in a loss in this window - the worst closed trade still finished at +0.00% of starting capital and the best at +0.00%, giving a best-vs-worst ratio of 1.50:1. This is a closed-trade statistic only: open positions and unrealized PnL are not reflected in the per-trade min/max, so this should not be read as “the strategy cannot lose”. Drawdown on the equity curve and any negative unrealized PnL on still-open positions remain the relevant downside measures. About the LongTimeLong strategy: LongTimeLongMoreProfit holds positions longer to capture larger swings. It accepts deeper drawdowns in exchange for higher per-trade payoff. Configuration analysis: The LongTimeLong configuration entered on a 0.1% pullback signal across 9 potential buy splits at 25 USDT each. Total deployable notional is therefore 225 USDT - a position-sizing footprint that is defensive at 2% of starting capital - most of the account stays in stablecoins as buffer. No hard stop-loss is configured - the strategy relies on take-profit zones and trailing logic instead, which trades smoother behaviour for higher tail-risk in sustained downtrends. Profit is taken in 9 laddered sell zones, which scales out gradually rather than betting on a single exit price - a structure that smooths returns at the cost of capping the very best winners. Maker/taker fees totalling 15 bps were deducted from every fill, so the headline -21.32% is already net of trading costs - no additional fee adjustment is required when comparing to other runs. Over the configured 673-day window the strategy reported 839.60 USDT of realised trade profit on a 10000 USDT starting balance, ending at a portfolio value of 7868.12 USDT. Mechanically annualising the -21.32% window return projects to roughly -12.2% per year - the window covers roughly one full year, so the annualised figure is closer to the realised pace than to an extrapolation, but a single year still represents a single market regime. Treat this number as a unit-conversion of the window result, not as an expected forward return.

Methodology & data

This backtest was executed on historical Binance Spot 1-minute candles for ZKUSDT, with intrabar fill simulation in “OLHC” mode and a synthetic order latency of 2s applied to each fill to approximate real-world routing delay. The simulator processes every minute sequentially, evaluates the LongTimeLong rule set, and books fills against the next available bar - a standard event-driven backtesting approach that avoids look-ahead bias. Equity is marked-to-market on every closed trade and aggregated into the equity curve shown above. Configured backtest window: approximately 22.1 months (673 days from config.from to config.to) of ZKUSDT 1-minute price action - a sample size that is large enough to span multiple short-term regimes. Note: the equity series may cover fewer days if the engine omits leading or trailing flat periods (e.g. dates before the asset began trading); see the Overview section for the exact equity-coverage span.

Live trading considerations

Translating this result to live trading: ZKUSDT is a deeply-liquid USDT-quoted pair on Binance, so the simulated fills here translate well to live execution at retail size. The high trade frequency means cumulative slippage and exchange-side latency will erode a few percent of the headline return over a full year - budget for that gap. Without a hard stop-loss, the live system depends on the take-profit ladder firing during recovery legs; a prolonged downtrend without recovery will hold positions open longer than backtest aggregates suggest. Additionally, exchange downtime, API rate limits, and funding-rate changes (on perp variants) are not modelled here and should be accounted for in production deployment.

Frequently asked questions

Deterministic Q&A - every question is always present so this section can be sliced into stable RAG chunks. Missing API fields render as null; metrics that can’t be derived locally render as “not available”.

Is a -21.32% return on ZKUSDT a good backtest result?

No - a negative return means the strategy lost capital and the configuration was unsuitable for this market regime.

What does the 100.0% win rate mean here?

It means 100.0 out of every 100 closed trades ended profitable. Frequent wins are emotionally easier to operate but say nothing about size - one large loss can offset many small wins.

What is the annualised return for this ZKUSDT backtest?

Compounding the -21.32% over 673 days projects to -12.2% per year. This is a directional indicator only - crypto regimes change, and strategies rarely sustain peak performance year-over-year.

Can I run this exact LongTimeLong configuration live?

The configuration shown in the Strategy Configuration block is the same JSON schema the live unCoded TradingBot consumes, so it can be loaded into a live instance. That is a technical compatibility statement, not a recommendation: a passing backtest is necessary but not sufficient evidence that a configuration will be profitable in live trading. Before any live use, validate on an out-of-sample window, paper-trade it, confirm exchange-side fees match the simulated 7.5/7.5 bps, and start with a position size well below the backtested capital to absorb live slippage and execution differences.

How is this backtest different from others on ZKUSDT?

Every run on the platform uses the same intrabar-fill engine and historical Binance Spot data, so the comparison is apples-to-apples. What differs between runs is the LongTimeLong parameter set (buy trigger, sell zones, splits, stop-loss) and the time window - both are visible above so you can rerun, tune, or fork this configuration.

This interpretation is generated deterministically from this run’s own metrics. Past performance is not indicative of future results - a profitable backtest is necessary but not sufficient evidence that a strategy will work in live trading on ZKUSDT.

Overview

Data source - GET /backtests/{id} * Fields used: symbol, mode_name, config.from, config.to, start_balance, final_value, avg_profit, status, created_at, started_at, completed_at, elapsed_sec, is_duplicate, data_file, id, summary_text

Field	Value
Trading Pair	`ZKUSDT`
Strategy	LongTimeLong
Period	2024-04-24 -> 2026-02-25
Configured window (inclusive elapsed)	673.0 days (1.84 years) - `(config.to - config.from) / 86 400 000 ms`
Configured window (calendar days)	673 days - `Math.round` of the elapsed value above; this is what the narrative paragraph quotes
Equity-stat duration	618.0 days (1.69 years) - first -> last equity sample timestamp; used for CAGR / Sharpe / Sortino
Coverage gap	configured window is 673.0 days but equity samples span only 618.0 days - the engine omitted leading/trailing flat periods (e.g. dates before the asset began trading on the venue)
Start Balance	10,000.00 USDT
Final Value	7,868.12 USDT
Avg Profit / Trade	+0.0054 USDT
Trades / Month	7063.6
Status	`completed`
Created	2026-05-08 13:39:13 UTC
Started	2026-05-10 08:40:59 UTC
Completed	2026-05-10 09:10:27 UTC
Compute Time	24m 38s
Backtest ID	`cf5c9633-eee1-4261-8199-c3fb988c660c`
Engine summary:

Backtest ZKUSDT (Mode: 3LongTimeLong.json)
Period: 2024-04-24 00:00:01 to 2026-02-25 23:59:59
Starting balance: 10,000.00 USDT
Final value: 7,868.12 USDT
P&L: -2,131.88 USDT (-21.32%)
Result: LOSS
Completed trades: 156193
Open orders at end: 784
Win rate: 100.0%
Avg. profit/trade: 0.005375 USDT
Best trade: 0.007469 USDT
Worst trade: 0.004977 USDT
Total profit (trades only): 839.598681 USDT
Max drawdown: -26.25%
Profit factor: inf (no losing trades)
Sharpe ratio: -0.52
Total fees: 1,174.05 USDT
Avg hold time: 16.0h
TP / SL / TSL: 156193 / 0 / 0

Strategy parameters:
  Buy trigger: -0.1% from last buy
  Buy splits: 9
  Sell targets: [0.25, 0.35, 0.5, 0.75, 1.0, 2.5, 5.0, 10.0, 15.0]
  Investment per buy: 25.0 USDT
  Fees: maker 7.5 bps / taker 7.5 bps

Elapsed: 1477.8s

Verifiable Claims

Each claim is grounded in a specific field + source so an LLM can cite evidence rather than paraphrase.

Claim	Evidence	Source
Strategy returned -21.32% over the tested window	`return_pct = -21.3188`	`GET /backtests/{id} -> return_pct`
Capital grew from 10,000.00 to 7,868.12 USDT	`final_value - start_balance = -2,131.88 USDT`	`GET /backtests/{id} -> start_balance, final_value`
Roughly 156193 of 156193 trades were profitable	`win_rate = 100%`	`GET /backtests/{id} -> win_rate, fulfilled_trades`
Worst peak-to-trough loss was 26.25%	`max_drawdown_pct = 26.2550`	derived client-side from /equity series
Risk-adjusted return (Sharpe, annualized, rf=0) = -0.52	`sharpe_annualized = -0.5171`	derived from daily-resampled equity returns

Strategy Configuration

Data source - GET /backtests/{id} * Fields used: mode_name, config (full JSON payload)

Mode LongTimeLong governs how buy triggers, position sizing and exits behave. Below are the exact parameters used for this run.

Highlights
Full JSON

Parameter	Value
`canBuy`	true
`canSell`	true
`canBuyUp`	true
`startBal`	10000
`stepSize`	0.1
`stopLoss`	false
`tickSize`	0.00001
`buySplits`	9

{
  "to": "2026-02-25 23:59:59",
  "from": "2024-04-24 00:00:01",
  "canBuy": true,
  "symbol": "ZKUSDT",
  "canSell": true,
  "canBuyUp": true,
  "startBal": 10000,
  "stepSize": 0.1,
  "stopLoss": false,
  "tickSize": 0.00001,
  "buySplits": 9,
  "buyVolumes": [
    20,
    15,
    10,
    10,
    10,
    10,
    5,
    5,
    5
  ],
  "canBuyDown": false,
  "minNotional": 5,
  "buyPercentage": 0.1,
  "fees_in_quote": true,
  "intrabar_mode": "OLHC",
  "maker_fee_bps": 7.5,
  "taker_fee_bps": 7.5,
  "sellPercentages": [
    0.25,
    0.35,
    0.5,
    0.75,
    1,
    2.5,
    5,
    10,
    15
  ],
  "triggerCoolDown": 1,
  "investmentPerBuy": 25,
  "assumed_spread_bps": 0,
  "stopLossPercentage": 5,
  "investmentPercentMode": false,
  "minInvestmentPerQuote": 25,
  "order_latency_seconds": 2,
  "trailingStopLossPercentages": [
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0
  ],
  "sellCancelDistancePercentage": 1,
  "dontBuyBelowQuoteAssetBalance": 1,
  "investmentPerFreeQuotePercent": 0.01,
  "sellActivateDistancePercentage": 0.1
}

Full Mode Configuration

Every parameter the strategy received at runtime, validated against the canonical engine schema (ENGINE.md Section 20). Recognised parameters are passed verbatim into POST /backtests to reproduce the run.

Engine Parameters
YAML

Parameter	Value	Meaning
`assumed_spread_bps`	`0`	Spread (basis points) added to taker fills on top of the candle price.
`buyPercentage`	`0.1`	Buy-trigger threshold as a fraction (e.g. `0.1` = -0.1% from last reference price).
`buySplits`	`9`	Number of price levels in the buy-ladder (DCA depth).
`buyVolumes`	`[20,15,10,10,10,10,5,5,5]`	Per-split sizing weights (sum ~ 100). Distributes `investmentPerBuy x buySplits` across the ladder.
`canBuy`	`true`	Master switch - disables all buy-side logic when false.
`canBuyDown`	`false`	Allow re-entries below the last buy price.
`canBuyUp`	`true`	Allow re-entries above the last buy price (true) or only below (false).
`canSell`	`true`	Master switch - disables all sell-side logic when false.
`dontBuyBelowQuoteAssetBalance`	`1`	Refuse to open new buys if free quote drops below this absolute USDT amount.
`fees_in_quote`	`true`	If true, fees are deducted from the quote (USDT) leg of every fill.
`intrabar_mode`	`OLHC`	Intra-bar fill model (`OLHC`, `OHLC`, …) - see ENGINE.md Section 4.
`investmentPerBuy`	`25`	Notional invested per buy event, in quote (USDT).
`investmentPerFreeQuotePercent`	`0.01`	When `investmentPercentMode = true`: fraction of free quote balance to commit per buy.
`investmentPercentMode`	`false`	If true, sizing is taken as a fraction of free quote balance instead of fixed USDT.
`maker_fee_bps`	`7.5`	Maker fee in basis points (e.g. `7.5` = 0.075%).
`minInvestmentPerQuote`	`25`	Hard floor on per-buy notional, regardless of percent-mode math.
`minNotional`	`5`	Exchange minimum notional per order (USDT).
`order_latency_seconds`	`2`	Latency injected between signal time and order placement.
`sellActivateDistancePercentage`	`0.1`	Distance from buy price (%) at which a TSL becomes armed.
`sellCancelDistancePercentage`	`1`	Distance (%) at which an unfilled sell order is cancelled and re-priced.
`sellPercentages`	`[0.25,0.35,0.5,0.75,1,2.5,5,10,15]`	Take-profit ladder, each value is the per-tier profit target as a fraction.
`startBal`	`10000`	Initial portfolio value in the quote currency (USDT).
`stepSize`	`0.1`	Exchange size step (base asset).
`stopLoss`	`false`	Hard stop-loss enabled flag.
`stopLossPercentage`	`5`	Hard stop-loss distance from entry as a percent (`5.0` = -5%).
`taker_fee_bps`	`7.5`	Taker fee in basis points.
`tickSize`	`0.00001`	Exchange price tick (quote currency).
`trailingStopLossPercentages`	`[0,0,0,0,0,0,0,0,0]`	Per-tier trailing-SL distances. Zero entries disable TSL on that tier.
`triggerCoolDown`	`1`	Minimum bars/ticks between two consecutive buys on the same level.

to: "2026-02-25 23:59:59"
from: "2024-04-24 00:00:01"
canBuy: true
symbol: ZKUSDT
canSell: true
canBuyUp: true
startBal: 10000
stepSize: 0.1
stopLoss: false
tickSize: 0.00001
buySplits: 9
buyVolumes:
  - 20
  - 15
  - 10
  - 10
  - 10
  - 10
  - 5
  - 5
  - 5
canBuyDown: false
minNotional: 5
buyPercentage: 0.1
fees_in_quote: true
intrabar_mode: OLHC
maker_fee_bps: 7.5
taker_fee_bps: 7.5
sellPercentages:
  - 0.25
  - 0.35
  - 0.5
  - 0.75
  - 1
  - 2.5
  - 5
  - 10
  - 15
triggerCoolDown: 1
investmentPerBuy: 25
assumed_spread_bps: 0
stopLossPercentage: 5
investmentPercentMode: false
minInvestmentPerQuote: 25
order_latency_seconds: 2
trailingStopLossPercentages:
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
sellCancelDistancePercentage: 1
dontBuyBelowQuoteAssetBalance: 1
investmentPerFreeQuotePercent: 0.01
sellActivateDistancePercentage: 0.1

Strategy Logic

This section explains what the strategy actually does - the rules behind the parameters in Strategy Configuration. Without it the report would be a black box: numbers without semantics. We treat its absence as a defect, not a feature.

Black-box notice: this export does not include a machine-readable description of the strategy rules. The numeric results are still fully reproducible from the parameters in Strategy Configuration + the raw API attachments below, but the semantics of those parameters live in the engine source. Pass a strategyLogic object to buildVerifiableMdx (or wire up getModes() so the exporter can derive a sketch) to remove this notice.

Source unavailable in this export. Fetch GET /modes and select the entry whose filename == "3LongTimeLong.json" to inspect the public rule fields, or consult the engine source for the executable logic.

Engine Specification

The execution engine is shared across every backtest on this site. Its static semantics - TP-vs-SL ordering inside an OLHC bar, TSL splits bypassing nominal TP, JS-legacy boolean parsing, Binance hard caps, fee model, equity sampling - are documented once in the canonical Engine Specification and pinned per-run via the engine_version field in this document’s frontmatter (see also the Data Source Metadata section).

Engine Specification

Canonical, versioned spec covering the bar-loop, order types, intra-bar fill rules, gap handling, fees, position sizing, risk management, multi-entry cascade, sell-time curves, portfolio accounting, determinism guarantees and the full configuration schema (Section 20).

Why this is a link, not an inline copy: the spec is identical for every backtest - embedding ~700 lines into each export would bloat every report 5-10x without adding per-run information. The single source of truth lives at uncoded.ch/docs/engine; this report only pins which revision applied (engine_version in the frontmatter).

Data Source Metadata

Inputs the engine consumed for this run. Anything marked not provided is explicitly missing rather than silently omitted - pass the corresponding field via buildVerifiableMdx({ dataSource: ... }) to fill it in. The engine spec describes deterministic execution semantics (segment order, fill rules, fee classification) that cannot be reverse-engineered from trades alone.

Field	Value	Source
Market-data provider	`Binance Spot`	caller `DataSourceInput.provider`
Exchange / venue	`binance`	caller `DataSourceInput.exchange`
Symbol	`ZKUSDT`	`GET /backtests/{id}` -> `$.symbol`
Candle interval	`1m`	platform invariant - all backtests run on 1-minute OHLCV candles
First candle (UTC)	`2024-04-24 00:00:01`	`GET /backtests/{id}` -> `$.config.from`
Last candle (UTC)	`2026-02-25 23:59:59`	`GET /backtests/{id}` -> `$.config.to`
Timezone	`UTC`	default assumption (`UTC`)
Engine version	`uncoded-engine (FastAPI backend)`	caller `DataSourceInput.engineVersion`
Engine spec version	`1.1`	caller `DataSourceInput.engineSpecVersion`
Engine spec document	`https://uncoded.ch/docs/engine`	caller `DataSourceInput.engineSpecPath`

Full data-source coverage (10/10 fields populated).

Equity Curve

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net, total_value_mid, total_value

Portfolio value evolution from 10,000.00 USDT to 7,868.12 USDT across 619 data points.

    10,361 |                ####                                        
           |#  #          ##::::##                                      
           |:##:# #  #####::::::::#                                     
           |:::::#:##::::::::::::::##                                   
           |:::::::::::::::::::::::::#                       #          
           |::::::::::::::::::::::::::##    #        ###     :          
           |::::::::::::::::::::::::::::  ##:##   ###:::###  :#         
           |::::::::::::::::::::::::::::##:::::  #:::::::::  ::#   #    
           |:::::::::::::::::::::::::::::::::::##::::::::::##:::# #:#   
     7,883 |:::::::::::::::::::::::::::::::::::::::::::::::::::::#:::###
           +------------------------------------------------------------
           start                                                   end

Risk & Quality Metrics

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net, total_value_mid, total_value, base_asset_bal (for time-in-market)

Drawdown, CAGR, Sharpe, Sortino & Volatility are computed client-side from the equity series - not returned by the API directly.

Derived from 619 equity samples across 618.0 days. Sharpe & Sortino are annualized using daily-resampled returns (rf = 0).

Max Drawdown

-26.25% (-2,737.47 USDT)

CAGR

-13.21%

Volatility (ann.)

22.51%

Sharpe Ratio

-0.52

Sortino Ratio

-0.60

Time in Market

100.0%

Drawdown Detail

Field	Value
Peak	10,426.47 USDT @ 2024-12-07 23:59:00 UTC
Trough	7,689.00 USDT @ 2026-01-31 23:59:00 UTC
Drawdown Duration	420.0 days
Recovery	not yet recovered within window
All-time Peak	10,426.47 USDT

Final Portfolio Allocation

Data source - GET /backtests/{id}/equity * Fields used: total_value_exit_net, quote_asset_bal, base_asset_bal, base_value_exit_net, base_value_mid, unrealized_pnl_exit_net

Snapshot at backtest end (2026-05-10 09:10:27 UTC):

Asset	Quantity	Value (USDT)	Allocation
USDT (Cash)	6,843.44	6,843.44	87.0%
ZK	51,375.19999999	0.00	0.0%
Other (open positions, fee reserves, …)	-	1,024.68	13.0%
Total	-	7,868.12	100.0%

Unrealized P&L on remaining position: -2,903.31 USDT across 784 open order(s). The “Other” row, when present, is dominated by these open positions held outside the cash/base buckets.

Trade Analytics

Data source - GET /backtests/{id}/trades * Fields used: profit, profit_percentage, fill_type, buy_time, sell_time, buy_price, sell_price, buy_quantity, buy_fee_in_quote, sell_fee_in_quote

Profit Factor, Payoff, Expectancy, streaks, holding stats and volume are aggregated client-side from the per-trade rows above.

Wins

100 (100.0%)

Losses

0 (0.0%)

Breakeven

Profit Factor

inf

Payoff Ratio

inf

Expectancy / Trade

+0.0061 USDT

Avg Win

+0.0061 USDT

Avg Loss

-0.0000 USDT

Median Trade

+0.0052 USDT

Max Win Streak

100

Max Loss Streak

Avg Holding

2.7h

Median Holding

0.1h

Total Volume

1,002 USDT

Total Fees

1,174.05 USDT _{* engine-tracked, includes open-position buy fees}

Gross Performance

Metric	Value	Source
Gross Profit (winners only)	+0.61 USDT	Sum `profit` where `profit > 0` (client-side from `/trades`)
Gross Loss (losers only)	-0.00 USDT	Sum `-profit` where `profit < 0` (client-side from `/trades`)
Net Profit	+0.61 USDT	Gross Profit - Gross Loss
Closed-trade buy fees	0.38 USDT	Sum `buy_fee_in_quote` over matched-pair rows of `/trades`
Closed-trade sell fees	0.38 USDT	Sum `sell_fee_in_quote` over matched-pair rows of `/trades`
Closed-trade fees subtotal	0.75 USDT	buy + sell on matched pairs
Open-position buy fees	1,173.30 USDT	`bt.total_fees - closed-trade subtotal` - buy-side fees on the 784 orders still open at end of window (no matching sell row yet)
Total Fees Paid (authoritative)	1,174.05 USDT	`bt.total_fees` - engine-tracked sum of every fee actually paid (closed + open buy fills). reconciles to closed-fees + open-position buy fees
Fees as % of Gross Profit	193388.50%	Total Fees / Gross Profit

Fee accounting reconciles by construction. bt.total_fees is the engine-tracked total of every fee actually paid. Per-trade rows in /trades only emit on matched buy+sell pairs, so positions still open at end-of-window contribute their buy-fee to bt.total_fees but not to the per-trade sum. The identity is exact: bt.total_fees = Sum closed-trade (buy_fee + sell_fee) + Sum open-position buy_fees Citation rules: use Total Fees Paid for the headline (the authoritative number every consumer should quote), use Closed-trade fees subtotal when reasoning specifically about realized round-trip economics, and use Open-position buy fees when sizing the unrealized exposure of the still-open ladder.

Advanced - mechanical breakdown from API field mapping

Every figure above is derivable from two API surfaces. This table maps each line item to its exact source field so an external reviewer can re-compute the totals from the raw responses without trusting any client-side aggregation.

Line item	Formula	API field(s)	Endpoint
Closed-trade buy fees	`Sum row.buy_fee_in_quote`	`buy_fee_in_quote` per row	`GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/trades`
Closed-trade sell fees	`Sum row.sell_fee_in_quote`	`sell_fee_in_quote` per row	`GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/trades`
(A) Closed-trade subtotal	`Sum (buy_fee_in_quote + sell_fee_in_quote)`	both fee fields, matched-pair rows only	`GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/trades`
(B) Total Fees Paid (engine)	direct read	`total_fees` (scalar)	`GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c`
(C) = (B) - (A) Open-position buy fees	`bt.total_fees - closed_subtotal`	derived	-
Open orders count	direct read	`active_orders`	`GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c`
Numerical walk-through for this run:

(A) Closed-trade subtotal     = 0.375370  +  0.376070
                              = 0.751440 USDT
(B) bt.total_fees             = 1,174.049977 USDT     <- authoritative
(C) Open-position buy fees    = (B) - (A)
                              = 1,174.049977 - 0.751440
                              = 1,173.298537 USDT
Identity check:  (A) + (C) ?= (B)
                 0.751440 + 1,173.298537 = 1,174.049977 USDT
                 vs bt.total_fees = 1,174.049977 USDT  ->   matches within 0.01

Why (A) != (B) in general: /trades rows emit only on matched buy+sell pairs. A buy fill that hasn’t found its sell yet (still sitting in the DCA ladder at end-of-window) has already paid its fee - that fee is included in bt.total_fees (B) but not in any per-trade row, so it is not part of (A). The remainder (C) is therefore the buy-side fee paid on the 784 open orders.

Holding Period Distribution

Min	Median	Avg	Max
0.0h	0.1h	2.7h	54.7h

Trade Timeline

First Trade	Last Trade
2024-06-17 10:02:00 UTC	2026-02-25 23:52:00 UTC

Breakdown by Exit Type

Type	Count	Cumulative Profit	Avg Return
`TP`	100	+0.61 USDT	+0.12%

Monthly Performance

Data source - GET /backtests/{id}/trades * Fields used: sell_time (bucket key), profit

Realized P&L bucketed by sell-time month (9 active months).

Best month: 2026-02 with +0.36 USDT

Month	Trades	Wins	Win Rate	Net P&L (USDT)
2024-06	25	25	100.0%	+0.13
2024-08	8	8	100.0%	+0.04
2024-09	1	1	100.0%	+0.00
2024-10	8	8	100.0%	+0.04
2024-11	1	1	100.0%	+0.00
2024-12	5	5	100.0%	+0.02
2025-01	1	1	100.0%	+0.00
2025-02	1	1	100.0%	+0.00
2026-02	50	50	100.0%	+0.36

Top Trades

Data source - GET /backtests/{id}/trades * Fields used: fill_type, buy_time, sell_time, buy_price, sell_price, profit, profit_percentage

Top 10 Winners

Showing top 10 of 100 profitable trades.

#	Type	Period	Buy	Sell	Profit	%
1	`TP`	2026-02-05 -> 2026-02-05	0.020030	0.020090	+0.0075	+0.15%
2	`TP`	2026-02-05 -> 2026-02-05	0.020030	0.020090	+0.0075	+0.15%
3	`TP`	2026-02-05 -> 2026-02-05	0.020030	0.020090	+0.0075	+0.15%
4	`TP`	2026-02-05 -> 2026-02-05	0.020030	0.020090	+0.0075	+0.15%
5	`TP`	2026-02-20 -> 2026-02-20	0.020030	0.020090	+0.0075	+0.15%
6	`TP`	2026-02-20 -> 2026-02-20	0.020030	0.020090	+0.0075	+0.15%
7	`TP`	2026-02-20 -> 2026-02-20	0.020030	0.020090	+0.0075	+0.15%
8	`TP`	2026-02-21 -> 2026-02-21	0.020030	0.020090	+0.0075	+0.15%
9	`TP`	2026-02-21 -> 2026-02-21	0.020030	0.020090	+0.0075	+0.15%
10	`TP`	2026-02-21 -> 2026-02-23	0.020030	0.020090	+0.0075	+0.15%

Top 10 Losers

No losing trades in this run (win rate = 100%).

Charts Catalogue

Data source - GET /backtests/{id} + /equity + /trades * Fields used: every chart from the live <AnalyticsCharts> UI, with the exact transform + API fields it consumes

Below is the complete set of analytical charts shown in the backtester UI, regrouped into the same five tabs. Each card lists what it shows, how to read it, why it matters, the API fields + transform that produce it, and a down-sampled JSON preview of the underlying series so you can re-render the visualisation in any tool (Notion, Observable, a notebook, …) without calling the API again.

JSON previews are intentionally down-sampled (<= 60 points for line/area series, full bins for histograms). For the full series, hit the corresponding REST endpoint with your X-API-Key.

Equity & Balance
Trade Analysis
Risk & Recovery
Deep Dive
Advanced

Drawdown

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: computeDrawdown(equity)

What it shows. Percentage decline of the portfolio from its running all-time peak. Always <= 0%.How to read it. Each point is the relative drop from the highest equity value seen so far. The deepest valley is the maximum drawdown - the worst peak-to-trough loss any investor would have lived through.Why it matters. The single most important risk metric. A high return with a 60% drawdown is psychologically unsurvivable for most live traders.Insights (auto-derived from drawdown).

Stat	Value
Shallowest DD	0.00% @ 2024-06-17 23:59:00 UTC
Deepest DD	-26.25% @ 2026-01-31 23:59:00 UTC
Mean	-11.65%
Std Dev	8.23%
Last	-24.54%
Points	619
Across 619 points the series ranged from -26.25% (2026-01-31 23:59:00 UTC) to 0.00% (2024-06-17 23:59:00 UTC), averaging -11.65%. 0% of points were positive, 97% negative. The most recent value is -24.54%.
Showing 60 of 619 points (down-sampled for readability).

Drawdown

[{"timestamp":"2024-06-17T23:59:00+00:00","drawdown":0},{"timestamp":"2024-06-27T23:59:00+00:00","drawdown":-1.017463124739792},{"timestamp":"2024-07-08T23:59:00+00:00","drawdown":-1.2659640682204791},{"timestamp":"2024-07-18T23:59:00+00:00","drawdown":-0.34517085974215844},{"timestamp":"2024-07-29T23:59:00+00:00","drawdown":-1.277993531014986},{"timestamp":"2024-08-08T23:59:00+00:00","drawdown":-3.6589354183700213},{"timestamp":"2024-08-19T23:59:00+00:00","drawdown":-4.148868180290087},{"timestamp":"2024-08-29T23:59:00+00:00","drawdown":-4.536518204732327},{"timestamp":"2024-09-09T23:59:00+00:00","drawdown":-4.028928406112742},{"timestamp":"2024-09-19T23:59:00+00:00","drawdown":-2.868219427885328},{"timestamp":"2024-09-30T23:59:00+00:00","drawdown":-1.5259286877649154},{"timestamp":"2024-10-10T23:59:00+00:00","drawdown":-2.3025159385474674},{"timestamp":"2024-10-21T23:59:00+00:00","drawdown":-0.8353145340394771},{"timestamp":"2024-10-31T23:59:00+00:00","drawdown":-1.6964966813164222},{"timestamp":"2024-11-11T23:59:00+00:00","drawdown":0},{"timestamp":"2024-11-21T23:59:00+00:00","drawdown":-0.2824237027295106},{"timestamp":"2024-12-02T23:59:00+00:00","drawdown":0},{"timestamp":"2024-12-12T23:59:00+00:00","drawdown":-0.5743898344370635},{"timestamp":"2024-12-23T23:59:00+00:00","drawdown":-1.4874613826290717},{"timestamp":"2025-01-02T23:59:00+00:00","drawdown":-1.3409628731546264},{"timestamp":"2025-01-12T23:59:00+00:00","drawdown":-2.4041846714757527},{"timestamp":"2025-01-23T23:59:00+00:00","drawdown":-3.6696162343442666},{"timestamp":"2025-02-02T23:59:00+00:00","drawdown":-7.381332786775761},{"timestamp":"2025-02-13T23:59:00+00:00","drawdown":-8.332139752649844},{"timestamp":"2025-02-23T23:59:00+00:00","drawdown":-8.389422893413137},{"timestamp":"2025-03-06T23:59:00+00:00","drawdown":-11.475123503348616},{"timestamp":"2025-03-16T23:59:00+00:00","drawdown":-14.39349203444807},{"timestamp":"2025-03-27T23:59:00+00:00","drawdown":-12.663528803047425},{"timestamp":"2025-04-06T23:59:00+00:00","drawdown":-19.725254354241738},{"timestamp":"2025-04-17T23:59:00+00:00","drawdown":-20.3508479013327},{"timestamp":"2025-04-27T23:59:00+00:00","drawdown":-17.269948216194305},{"timestamp":"2025-05-08T23:59:00+00:00","drawdown":-15.518833183258465},{"timestamp":"2025-05-18T23:59:00+00:00","drawdown":-13.623202109934901},{"timestamp":"2025-05-29T23:59:00+00:00","drawdown":-16.09991561914773},{"timestamp":"2025-06-08T23:59:00+00:00","drawdown":-18.178153958423525},{"timestamp":"2025-06-19T23:59:00+00:00","drawdown":-21.017089076585744},{"timestamp":"2025-06-29T23:59:00+00:00","drawdown":-19.042235405074805},{"timestamp":"2025-07-10T23:59:00+00:00","drawdown":-16.598743122665205},{"timestamp":"2025-07-20T23:59:00+00:00","drawdown":-14.795896251550156},{"timestamp":"2025-07-31T23:59:00+00:00","drawdown":-18.150790164438007},{"timestamp":"2025-08-10T23:59:00+00:00","drawdown":-15.619146005475976},{"timestamp":"2025-08-20T23:59:00+00:00","drawdown":-13.88899957494674},{"timestamp":"2025-08-31T23:59:00+00:00","drawdown":-15.203991141268611},{"timestamp":"2025-09-10T23:59:00+00:00","drawdown":-14.381631956687418},{"timestamp":"2025-09-21T23:59:00+00:00","drawdown":-15.947513678604293},{"timestamp":"2025-10-01T23:59:00+00:00","drawdown":-16.19052891267629},{"timestamp":"2025-10-12T23:59:00+00:00","drawdown":-19.80226061823533},{"timestamp":"2025-10-22T23:59:00+00:00","drawdown":-23.08964134461725},{"timestamp":"2025-11-02T23:59:00+00:00","drawdown":-12.144307211440559},{"timestamp":"2025-11-12T23:59:00+00:00","drawdown":-14.836178914481698},{"timestamp":"2025-11-23T23:59:00+00:00","drawdown":-18.961030908306313},{"timestamp":"2025-12-03T23:59:00+00:00","drawdown":-18.51439427326692},{"timestamp":"2025-12-14T23:59:00+00:00","drawdown":-23.049582734411903},{"timestamp":"2025-12-24T23:59:00+00:00","drawdown":-23.426437850136104},{"timestamp":"2026-01-04T23:59:00+00:00","drawdown":-20.90230370989991},{"timestamp":"2026-01-14T23:59:00+00:00","drawdown":-18.99432725828279},{"timestamp":"2026-01-25T23:59:00+00:00","drawdown":-22.882028242843756},{"timestamp":"2026-02-04T23:59:00+00:00","drawdown":-23.44930591747474},{"timestamp":"2026-02-15T23:59:00+00:00","drawdown":-23.725041941415903},{"timestamp":"2026-02-25T23:59:00+00:00","drawdown":-24.537083358287568}]

Unrealized PnL

Data source - GET /backtests/{id}/equity * Fields used: timestamp, unrealized_pnl_exit_net * Transform: equity.map(p => ({ pnl: p.unrealized_pnl_exit_net }))

What it shows. Mark-to-market profit/loss of currently open positions, sampled along the backtest timeline.How to read it. Above zero => open positions are in profit; below zero => positions are underwater. Spikes show how much paper-PnL the strategy carries before realising it.Why it matters. Reveals the gap between realised (closed-trade) profit and the rollercoaster the strategy actually rides. Large negative excursions indicate the bot held losers.Insights (auto-derived from pnl).

Stat	Value
Best Unrealized	220.56 USDT @ 2024-12-07 23:59:00 UTC
Worst Unrealized	-3,041.38 USDT @ 2026-01-31 23:59:00 UTC
Mean	-1,264.15 USDT
Std Dev	940.88 USDT
Last	-2,903.31 USDT
Points	619
Sum	-782,510.47 USDT
Across 619 points the series ranged from -3,041.38 USDT (2026-01-31 23:59:00 UTC) to 220.56 USDT (2024-12-07 23:59:00 UTC), averaging -1,264.15 USDT. 6% of points were positive, 94% negative. The most recent value is -2,903.31 USDT.
Showing 60 of 619 points (down-sampled for readability).

Unrealized PnL

[{"timestamp":"2024-06-17T23:59:00+00:00","pnl":-8.4352817475},{"timestamp":"2024-06-27T23:59:00+00:00","pnl":-121.3188054708},{"timestamp":"2024-07-08T23:59:00+00:00","pnl":-167.6660909035},{"timestamp":"2024-07-18T23:59:00+00:00","pnl":-88.0118484838},{"timestamp":"2024-07-29T23:59:00+00:00","pnl":-148.3561714885},{"timestamp":"2024-08-08T23:59:00+00:00","pnl":-402.8542571125},{"timestamp":"2024-08-19T23:59:00+00:00","pnl":-461.1800698805},{"timestamp":"2024-08-29T23:59:00+00:00","pnl":-508.598665297},{"timestamp":"2024-09-09T23:59:00+00:00","pnl":-468.4887601595},{"timestamp":"2024-09-19T23:59:00+00:00","pnl":-360.901462825},{"timestamp":"2024-09-30T23:59:00+00:00","pnl":-234.7463209291},{"timestamp":"2024-10-10T23:59:00+00:00","pnl":-323.9412859356},{"timestamp":"2024-10-21T23:59:00+00:00","pnl":-182.8960761606},{"timestamp":"2024-10-31T23:59:00+00:00","pnl":-275.2089004386},{"timestamp":"2024-11-11T23:59:00+00:00","pnl":-88.4316080399},{"timestamp":"2024-11-21T23:59:00+00:00","pnl":-111.0482957167},{"timestamp":"2024-12-02T23:59:00+00:00","pnl":170.3463000602},{"timestamp":"2024-12-12T23:59:00+00:00","pnl":151.2016057032},{"timestamp":"2024-12-23T23:59:00+00:00","pnl":36.1410549733},{"timestamp":"2025-01-02T23:59:00+00:00","pnl":38.7672017715},{"timestamp":"2025-01-12T23:59:00+00:00","pnl":-82.0849076902},{"timestamp":"2025-01-23T23:59:00+00:00","pnl":-229.3134761644},{"timestamp":"2025-02-02T23:59:00+00:00","pnl":-622.1292878854},{"timestamp":"2025-02-13T23:59:00+00:00","pnl":-736.7006927424},{"timestamp":"2025-02-23T23:59:00+00:00","pnl":-749.7761613489},{"timestamp":"2025-03-06T23:59:00+00:00","pnl":-1089.0663115206},{"timestamp":"2025-03-16T23:59:00+00:00","pnl":-1405.1172162414},{"timestamp":"2025-03-27T23:59:00+00:00","pnl":-1235.6114297812},{"timestamp":"2025-04-06T23:59:00+00:00","pnl":-1979.6488453366},{"timestamp":"2025-04-17T23:59:00+00:00","pnl":-2062.2677045536},{"timestamp":"2025-04-27T23:59:00+00:00","pnl":-1751.8173528669},{"timestamp":"2025-05-08T23:59:00+00:00","pnl":-1581.3612916139},{"timestamp":"2025-05-18T23:59:00+00:00","pnl":-1397.8862588147},{"timestamp":"2025-05-29T23:59:00+00:00","pnl":-1666.8971329782},{"timestamp":"2025-06-08T23:59:00+00:00","pnl":-1896.1875922449},{"timestamp":"2025-06-19T23:59:00+00:00","pnl":-2203.2349138239},{"timestamp":"2025-06-29T23:59:00+00:00","pnl":-2007.3270519017},{"timestamp":"2025-07-10T23:59:00+00:00","pnl":-1761.2592177677},{"timestamp":"2025-07-20T23:59:00+00:00","pnl":-1589.1529941947},{"timestamp":"2025-07-31T23:59:00+00:00","pnl":-1955.0644618422},{"timestamp":"2025-08-10T23:59:00+00:00","pnl":-1700.9509851269},{"timestamp":"2025-08-20T23:59:00+00:00","pnl":-1533.703962684},{"timestamp":"2025-08-31T23:59:00+00:00","pnl":-1681.6142387232},{"timestamp":"2025-09-10T23:59:00+00:00","pnl":-1603.1357362055},{"timestamp":"2025-09-21T23:59:00+00:00","pnl":-1773.5625706425},{"timestamp":"2025-10-01T23:59:00+00:00","pnl":-1807.3172485497},{"timestamp":"2025-10-12T23:59:00+00:00","pnl":-2198.8551050467},{"timestamp":"2025-10-22T23:59:00+00:00","pnl":-2556.2674950979},{"timestamp":"2025-11-02T23:59:00+00:00","pnl":-1431.5113092093},{"timestamp":"2025-11-12T23:59:00+00:00","pnl":-1745.1022624588},{"timestamp":"2025-11-23T23:59:00+00:00","pnl":-2204.6227671962},{"timestamp":"2025-12-03T23:59:00+00:00","pnl":-2170.4336361107},{"timestamp":"2025-12-14T23:59:00+00:00","pnl":-2654.7877550964},{"timestamp":"2025-12-24T23:59:00+00:00","pnl":-2706.8382183719},{"timestamp":"2026-01-04T23:59:00+00:00","pnl":-2453.3448887125},{"timestamp":"2026-01-14T23:59:00+00:00","pnl":-2266.246240476},{"timestamp":"2026-01-25T23:59:00+00:00","pnl":-2683.1127938957},{"timestamp":"2026-02-04T23:59:00+00:00","pnl":-2763.1892559824},{"timestamp":"2026-02-15T23:59:00+00:00","pnl":-2809.8176919704},{"timestamp":"2026-02-25T23:59:00+00:00","pnl":-2903.3060213529}]

Balance Composition (Cash vs. Coin)

Data source - GET /backtests/{id}/equity * Fields used: quote_asset_bal, base_value_exit_net, total_value_exit_net * Transform: stack(quote, base, total)

What it shows. Stacked area showing how the portfolio value splits between quote (cash) and base (coin held).How to read it. Cash floor stacks first, coin value on top - the top of the stack equals total equity. Wider coin bands => heavier in-market exposure.Why it matters. Lets you see whether outperformance came from holding coin during a rally or from disciplined cash management.Insights (auto-derived from total).

Stat	Value
Peak Total Equity	10,426.47 USDT @ 2024-12-07 23:59:00 UTC
Trough Total Equity	7,689.00 USDT @ 2026-01-31 23:59:00 UTC
Mean	9,112.93 USDT
Std Dev	751.57 USDT
Last	7,868.12 USDT
Points	619
Sum	5,640,902.11 USDT
Across 619 points the series ranged from 7,689.00 USDT (2026-01-31 23:59:00 UTC) to 10,426.47 USDT (2024-12-07 23:59:00 UTC), averaging 9,112.93 USDT. 100% of points were positive, 0% negative. The most recent value is 7,868.12 USDT.
Showing 60 of 619 points (down-sampled for readability).

Balance Composition (Cash vs. Coin)

[{"timestamp":"2024-06-17T23:59:00+00:00","quote":9891.9818317335,"base":101.88662767500136,"total":9993.8684594085},{"timestamp":"2024-06-27T23:59:00+00:00","quote":9248.7395914231,"base":655.7486693624996,"total":9904.4882607856},{"timestamp":"2024-07-08T23:59:00+00:00","quote":9199.9978452861,"base":679.6246689224008,"total":9879.6225142085},{"timestamp":"2024-07-18T23:59:00+00:00","quote":9357.810800068,"base":613.9490326199993,"total":9971.759832688},{"timestamp":"2024-07-29T23:59:00+00:00","quote":9142.5075539484,"base":784.0727240848992,"total":9926.5802780333},{"timestamp":"2024-08-08T23:59:00+00:00","quote":8511.2733387619,"base":1175.9012421274,"total":9687.1745808893},{"timestamp":"2024-08-19T23:59:00+00:00","quote":8445.1587380619,"base":1192.7526940525004,"total":9637.9114321144},{"timestamp":"2024-08-29T23:59:00+00:00","quote":8358.3961489846,"base":1240.5367491124998,"total":9598.9328980971},{"timestamp":"2024-09-09T23:59:00+00:00","quote":8414.4582271077,"base":1235.5132495649996,"total":9649.9714766727},{"timestamp":"2024-09-19T23:59:00+00:00","quote":8588.8893420389,"base":1177.792392700001,"total":9766.6817347389},{"timestamp":"2024-09-30T23:59:00+00:00","quote":8813.1167136259,"base":1088.5334771325015,"total":9901.6501907584},{"timestamp":"2024-10-10T23:59:00+00:00","quote":8663.9256448194,"base":1159.6380486775015,"total":9823.5636934969},{"timestamp":"2024-10-21T23:59:00+00:00","quote":8930.9640027659,"base":1040.1280184748994,"total":9971.0920212408},{"timestamp":"2024-10-31T23:59:00+00:00","quote":8801.346410919,"base":1083.1530254998997,"total":9884.4994364189},{"timestamp":"2024-11-11T23:59:00+00:00","quote":9135.8018269214,"base":944.186828374899,"total":10079.9886552963},{"timestamp":"2024-11-21T23:59:00+00:00","quote":9128.495987227,"base":936.5927482099014,"total":10065.0887354369},{"timestamp":"2024-12-02T23:59:00+00:00","quote":9976.2001821462,"base":390.91839114970026,"total":10367.1185732959},{"timestamp":"2024-12-12T23:59:00+00:00","quote":9708.8566076579,"base":657.7253057721991,"total":10366.5819134301},{"timestamp":"2024-12-23T23:59:00+00:00","quote":9427.8289165635,"base":843.5518612497999,"total":10271.3807778133},{"timestamp":"2025-01-02T23:59:00+00:00","quote":9390.3353462869,"base":896.3200553997995,"total":10286.6554016867},{"timestamp":"2025-01-12T23:59:00+00:00","quote":9074.3927491496,"base":1101.4061453848008,"total":10175.7988945344},{"timestamp":"2025-01-23T23:59:00+00:00","quote":8794.0724494135,"base":1249.7865965198016,"total":10043.8590459333},{"timestamp":"2025-02-02T23:59:00+00:00","quote":8293.7163781178,"base":1363.1416364299002,"total":9656.8580145477},{"timestamp":"2025-02-13T23:59:00+00:00","quote":8138.8843339884,"base":1418.8380727497997,"total":9557.7224067382},{"timestamp":"2025-02-23T23:59:00+00:00","quote":8145.9734805451,"base":1405.7763164198996,"total":9551.749796965},{"timestamp":"2025-03-06T23:59:00+00:00","quote":7587.5477720046,"base":1642.4723611449008,"total":9230.0201331495},{"timestamp":"2025-03-16T23:59:00+00:00","quote":7058.5296060336,"base":1867.2076931373995,"total":8925.737299171},{"timestamp":"2025-03-27T23:59:00+00:00","quote":7294.7072779302,"base":1811.4041272248996,"total":9106.1114051551},{"timestamp":"2025-04-06T23:59:00+00:00","quote":6516.3574360488,"base":1853.4652377148996,"total":8369.8226737637},{"timestamp":"2025-04-17T23:59:00+00:00","quote":6453.6331007585,"base":1850.9622463673995,"total":8304.5953471259},{"timestamp":"2025-04-27T23:59:00+00:00","quote":6719.7685088464,"base":1906.055935087299,"total":8625.8244439337},{"timestamp":"2025-05-08T23:59:00+00:00","quote":6937.1553260902,"base":1871.2486101749,"total":8808.4039362651},{"timestamp":"2025-05-18T23:59:00+00:00","quote":7111.5831884756,"base":1894.4681624398008,"total":9006.0513509154},{"timestamp":"2025-05-29T23:59:00+00:00","quote":6836.9699188862,"base":1910.8476286198002,"total":8747.817547506},{"timestamp":"2025-06-08T23:59:00+00:00","quote":6624.2754749253,"base":1906.8551652149,"total":8531.1306401402},{"timestamp":"2025-06-19T23:59:00+00:00","quote":6379.9969315565,"base":1855.1329759723003,"total":8235.1299075288},{"timestamp":"2025-06-29T23:59:00+00:00","quote":6515.1632677574,"base":1925.8741752510996,"total":8441.0374430085},{"timestamp":"2025-07-10T23:59:00+00:00","quote":6694.0983576277,"base":2001.7090873777988,"total":8695.8074450055},{"timestamp":"2025-07-20T23:59:00+00:00","quote":6900.21340628,"base":1983.567335903801,"total":8883.7807421838},{"timestamp":"2025-07-31T23:59:00+00:00","quote":6455.7472902543,"base":2078.2364277935003,"total":8533.9837180478},{"timestamp":"2025-08-10T23:59:00+00:00","quote":6770.968019102,"base":2026.9768303468009,"total":8797.9448494488},{"timestamp":"2025-08-20T23:59:00+00:00","quote":7044.451295335,"base":1933.8867613009988,"total":8978.338056636},{"timestamp":"2025-08-31T23:59:00+00:00","quote":6985.1803975458,"base":1856.0504513492006,"total":8841.230848895},{"timestamp":"2025-09-10T23:59:00+00:0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Base Exposure (% of Portfolio)

Data source - GET /backtests/{id}/equity * Fields used: base_value_exit_net, quote_asset_bal, total_value_exit_net * Transform: baseExposure(equity)

What it shows. Share of total portfolio value invested in the base coin at each sample.How to read it. 0% = fully in cash, 100% = fully invested. Areas above ~70% mean the strategy was strongly directional at that moment.Why it matters. Quantifies risk-on / risk-off behaviour. Low average exposure with strong returns hints at high capital efficiency.Insights (auto-derived from exposure).

Stat	Value
Peak Exposure	24.73% @ 2025-08-02 23:59:00 UTC
Min Exposure	0.81% @ 2024-06-18 23:59:00 UTC
Mean	16.32%
Std Dev	5.95%
Last	13.02%
Points	619
Across 619 points the series ranged from 0.81% (2024-06-18 23:59:00 UTC) to 24.73% (2025-08-02 23:59:00 UTC), averaging 16.32%. 100% of points were positive, 0% negative. The most recent value is 13.02%.
Showing 60 of 619 points (down-sampled for readability).

Base Exposure (% of Portfolio)

[{"timestamp":"2024-06-17T23:59:00+00:00","exposure":1.019491382029173},{"timestamp":"2024-06-27T23:59:00+00:00","exposure":6.620722364413073},{"timestamp":"2024-07-08T23:59:00+00:00","exposure":6.879055024065852},{"timestamp":"2024-07-18T23:59:00+00:00","exposure":6.156877451133943},{"timestamp":"2024-07-29T23:59:00+00:00","exposure":7.898719419214159},{"timestamp":"2024-08-08T23:59:00+00:00","exposure":12.138743163018853},{"timestamp":"2024-08-19T23:59:00+00:00","exposure":12.375634518471912},{"timestamp":"2024-08-29T23:59:00+00:00","exposure":12.923694355217597},{"timestamp":"2024-09-09T23:59:00+00:00","exposure":12.80328395323924},{"timestamp":"2024-09-19T23:59:00+00:00","exposure":12.059289169941277},{"timestamp":"2024-09-30T23:59:00+00:00","exposure":10.993455193443136},{"timestamp":"2024-10-10T23:59:00+00:00","exposure":11.804657503724133},{"timestamp":"2024-10-21T23:59:00+00:00","exposure":10.43143535591868},{"timestamp":"2024-10-31T23:59:00+00:00","exposure":10.958096891675478},{"timestamp":"2024-11-11T23:59:00+00:00","exposure":9.366943363361798},{"timestamp":"2024-11-21T23:59:00+00:00","exposure":9.305360070124074},{"timestamp":"2024-12-02T23:59:00+00:00","exposure":3.770752580728128},{"timestamp":"2024-12-12T23:59:00+00:00","exposure":6.344668968660767},{"timestamp":"2024-12-23T23:59:00+00:00","exposure":8.212643260893554},{"timestamp":"2025-01-02T23:59:00+00:00","exposure":8.713425505172752},{"timestamp":"2025-01-12T23:59:00+00:00","exposure":10.82378058764885},{"timestamp":"2025-01-23T23:59:00+00:00","exposure":12.443290878577521},{"timestamp":"2025-02-02T23:59:00+00:00","exposure":14.115788327594519},{"timestamp":"2025-02-13T23:59:00+00:00","exposure":14.844939122206751},{"timestamp":"2025-02-23T23:59:00+00:00","exposure":14.71747424609651},{"timestamp":"2025-03-06T23:59:00+00:00","exposure":17.79489467467121},{"timestamp":"2025-03-16T23:59:00+00:00","exposure":20.919366440583246},{"timestamp":"2025-03-27T23:59:00+00:00","exposure":19.89218060960069},{"timestamp":"2025-04-06T23:59:00+00:00","exposure":22.144617753071735},{"timestamp":"2025-04-17T23:59:00+00:00","exposure":22.28840983815052},{"timestamp":"2025-04-27T23:59:00+00:00","exposure":22.097087037608038},{"timestamp":"2025-05-08T23:59:00+00:00","exposure":21.24390098041233},{"timestamp":"2025-05-18T23:59:00+00:00","exposure":21.03550255959002},{"timestamp":"2025-05-29T23:59:00+00:00","exposure":21.843706938819068},{"timestamp":"2025-06-08T23:59:00+00:00","exposure":22.35172857678291},{"timestamp":"2025-06-19T23:59:00+00:00","exposure":22.527063893385368},{"timestamp":"2025-06-29T23:59:00+00:00","exposure":22.815609908782637},{"timestamp":"2025-07-10T23:59:00+00:00","exposure":23.019243469190375},{"timestamp":"2025-07-20T23:59:00+00:00","exposure":22.327963661743894},{"timestamp":"2025-07-31T23:59:00+00:00","exposure":24.352477066465617},{"timestamp":"2025-08-10T23:59:00+00:00","exposure":23.03920819046499},{"timestamp":"2025-08-20T23:59:00+00:00","exposure":21.539473665414498},{"timestamp":"2025-08-31T23:59:00+00:00","exposure":20.993122824987363},{"timestamp":"2025-09-10T23:59:00+00:00","exposure":20.773317376950164},{"timestamp":"2025-09-21T23:59:00+00:00","exposure":21.786691855264824},{"timestamp":"2025-10-01T23:59:00+00:00","exposure":21.177137733932668},{"timestamp":"2025-10-12T23:59:00+00:00","exposure":17.807155474193344},{"timestamp":"2025-10-22T23:59:00+00:00","exposure":21.039843367121378},{"timestamp":"2025-11-02T23:59:00+00:00","exposure":19.384896435939027},{"timestamp":"2025-11-12T23:59:00+00:00","exposure":20.299105118709843},{"timestamp":"2025-11-23T23:59:00+00:00","exposure":20.988890632702542},{"timestamp":"2025-12-03T23:59:00+00:00","exposure":20.804776178415445},{"timestamp":"2025-12-14T23:59:00+00:00","exposure":22.419863551044518},{"timestamp":"2025-12-24T23:59:00+00:00","exposure":21.75291286271162},{"timestamp":"2026-01-04T23:59:00+00:00","exposure":22.190387324773216},{"timestamp":"2026-01-14T23:59:00+00:00","exposure":18.608368346591426},{"timestamp":"2026-01-25T23:59:00+00:00","exposure":20.02679116328307},{"timestamp":"2026-02-04T23:59:00+00:00","exposure":13.77844512925637},{"timestamp":"2026-02-15T23:59:00+00:00","exposure":12.297914331236713},{"timestamp":"2026-02-25T23:59:00+00:00","exposure":13.023188119511358}]

Daily Change

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: dailyDelta(equity)

What it shows. First-difference of total_value_exit_net between consecutive equity samples (typically daily).How to read it. Green bars are gain days, red bars are loss days. A long stretch of red bars indicates a sustained drawdown, not just a single bad day.Why it matters. Shows whether returns are consistent or driven by a few jackpot days - important for compounding and for sizing live capital.Insights (auto-derived from delta).

Stat	Value
Best Day	1,011.90 USDT @ 2025-11-01 23:59:00 UTC
Worst Day	-437.51 USDT @ 2025-10-10 23:59:00 UTC
Mean	-3.44 USDT
Std Dev	100.88 USDT
Last	43.80 USDT
Points	618
Sum	-2,125.75 USDT
Across 618 points the series ranged from -437.51 USDT (2025-10-10 23:59:00 UTC) to 1,011.90 USDT (2025-11-01 23:59:00 UTC), averaging -3.44 USDT. 48% of points were positive, 52% negative. The most recent value is 43.80 USDT.
Showing 60 of 618 points (down-sampled for readability).

Daily Change

[{"timestamp":"2024-06-18T23:59:00+00:00","delta":8.69239927919989},{"timestamp":"2024-06-28T23:59:00+00:00","delta":-9.224049942999045},{"timestamp":"2024-07-09T23:59:00+00:00","delta":19.711815167798704},{"timestamp":"2024-07-19T23:59:00+00:00","delta":34.444289669499994},{"timestamp":"2024-07-30T23:59:00+00:00","delta":-34.44905619870042},{"timestamp":"2024-08-09T23:59:00+00:00","delta":-25.789998286698392},{"timestamp":"2024-08-20T23:59:00+00:00","delta":-16.401077528300448},{"timestamp":"2024-08-30T23:59:00+00:00","delta":-9.228675193800882},{"timestamp":"2024-09-10T23:59:00+00:00","delta":-11.277210207999815},{"timestamp":"2024-09-20T23:59:00+00:00","delta":-6.875088379299996},{"timestamp":"2024-10-01T23:59:00+00:00","delta":-125.37285402010093},{"timestamp":"2024-10-11T23:59:00+00:00","delta":47.82088345469856},{"timestamp":"2024-10-21T23:59:00+00:00","delta":-42.503692582800795},{"timestamp":"2024-11-01T23:59:00+00:00","delta":-0.0028375687998050125},{"timestamp":"2024-11-11T23:59:00+00:00","delta":45.790605629299534},{"timestamp":"2024-11-22T23:59:00+00:00","delta":42.32699632119875},{"timestamp":"2024-12-02T23:59:00+00:00","delta":24.488929790300972},{"timestamp":"2024-12-13T23:59:00+00:00","delta":-3.3433635490000597},{"timestamp":"2024-12-23T23:59:00+00:00","delta":135.05646648899892},{"timestamp":"2025-01-03T23:59:00+00:00","delta":55.6315323512008},{"timestamp":"2025-01-13T23:59:00+00:00","delta":-42.25000825480129},{"timestamp":"2025-01-24T23:59:00+00:00","delta":-35.58872669670018},{"timestamp":"2025-02-03T23:59:00+00:00","delta":62.267008031698424},{"timestamp":"2025-02-14T23:59:00+00:00","delta":63.62649243280066},{"timestamp":"2025-02-24T23:59:00+00:00","delta":-180.2874784784999},{"timestamp":"2025-03-06T23:59:00+00:00","delta":-37.51041153749975},{"timestamp":"2025-03-17T23:59:00+00:00","delta":40.67186965449946},{"timestamp":"2025-03-27T23:59:00+00:00","delta":-24.95074052970085},{"timestamp":"2025-04-07T23:59:00+00:00","delta":39.88169191280031},{"timestamp":"2025-04-17T23:59:00+00:00","delta":73.26728784999978},{"timestamp":"2025-04-28T23:59:00+00:00","delta":46.55389152330099},{"timestamp":"2025-05-08T23:59:00+00:00","delta":409.8098651274995},{"timestamp":"2025-05-19T23:59:00+00:00","delta":-53.80282369900124},{"timestamp":"2025-05-29T23:59:00+00:00","delta":-39.29037907200109},{"timestamp":"2025-06-09T23:59:00+00:00","delta":122.70495662050052},{"timestamp":"2025-06-19T23:59:00+00:00","delta":-27.826638704998913},{"timestamp":"2025-06-29T23:59:00+00:00","delta":137.90073697799926},{"timestamp":"2025-07-10T23:59:00+00:00","delta":286.9191923421986},{"timestamp":"2025-07-20T23:59:00+00:00","delta":49.78531133700017},{"timestamp":"2025-07-31T23:59:00+00:00","delta":-128.2611889764994},{"timestamp":"2025-08-10T23:59:00+00:00","delta":-27.345377298999665},{"timestamp":"2025-08-21T23:59:00+00:00","delta":-95.18635456549964},{"timestamp":"2025-08-31T23:59:00+00:00","delta":-54.2562359909989},{"timestamp":"2025-09-11T23:59:00+00:00","delta":9.806460084999344},{"timestamp":"2025-09-21T23:59:00+00:00","delta":-17.34838272970046},{"timestamp":"2025-10-02T23:59:00+00:00","delta":75.48620877880057},{"timestamp":"2025-10-12T23:59:00+00:00","delta":9.356005640000149},{"timestamp":"2025-10-23T23:59:00+00:00","delta":37.418877236799744},{"timestamp":"2025-11-02T23:59:00+00:00","delta":331.28833038569974},{"timestamp":"2025-11-12T23:59:00+00:00","delta":-28.16315511419998},{"timestamp":"2025-11-23T23:59:00+00:00","delta":-42.36928947650085},{"timestamp":"2025-12-03T23:59:00+00:00","delta":149.73606295870013},{"timestamp":"2025-12-14T23:59:00+00:00","delta":-96.25315407100061},{"timestamp":"2025-12-24T23:59:00+00:00","delta":-30.83888020480026},{"timestamp":"2026-01-04T23:59:00+00:00","delta":8.076073911999629},{"timestamp":"2026-01-14T23:59:00+00:00","delta":-31.622460455699184},{"timestamp":"2026-01-25T23:59:00+00:00","delta":-90.97679848149983},{"timestamp":"2026-02-04T23:59:00+00:00","delta":5.153368789699925},{"timestamp":"2026-02-15T23:59:00+00:00","delta":-50.332212609700036},{"timestamp":"2026-02-25T23:59:00+00:00","delta":43.7972082772003}]

Monthly Returns

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: monthlyReturns(equity)

What it shows. Calendar-month percentage return computed from the first vs. last equity value of each month.How to read it. Green bars = profitable months, red bars = losing months. Look for clusters of red - they often map to specific market regimes (e.g. crypto bear quarters).Why it matters. Calendar-month returns are the standard reporting unit for traders and funds; they make like-for-like comparison with HODL trivial.Insights (auto-derived from returnPct).

Stat	Value
Best Month	4.41% @ 2024-09
Worst Month	-10.54% @ 2025-10
Mean	-1.83%
Std Dev	3.76%
Last	-4.99%
Points	21
Across 21 points the series ranged from -10.54% (2025-10) to 4.41% (2024-09), averaging -1.83%. 24% of points were positive, 76% negative. The most recent value is -4.99%.
Full series - 21 points.

Monthly Returns

[{"month":"2024-06","returnPct":-0.2979849160148207},{"month":"2024-07","returnPct":-1.0490646937505648},{"month":"2024-08","returnPct":-3.0492817299158346},{"month":"2024-09","returnPct":4.414654460464003},{"month":"2024-10","returnPct":1.1069868003223757},{"month":"2024-11","returnPct":3.9264040114399807},{"month":"2024-12","returnPct":-1.4020010797152684},{"month":"2025-01","returnPct":-2.3378723503527596},{"month":"2025-02","returnPct":-4.309051943076544},{"month":"2025-03","returnPct":-6.096997440118567},{"month":"2025-04","returnPct":-2.4650090862324276},{"month":"2025-05","returnPct":-1.590885375409878},{"month":"2025-06","returnPct":-2.939953596517471},{"month":"2025-07","returnPct":4.332133913095941},{"month":"2025-08","returnPct":4.203538676823258},{"month":"2025-09","returnPct":-1.6243071516970833},{"month":"2025-10","returnPct":-10.543301385720333},{"month":"2025-11","returnPct":-4.7743572270309365},{"month":"2025-12","returnPct":-3.3427096262399725},{"month":"2026-01","returnPct":-5.601290596516961},{"month":"2026-02","returnPct":-4.993591268649319}]

Cumulative Trade Profit

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit * Transform: cumulativeProfit(trades)

What it shows. Running sum of realised per-trade profit, ordered by sell time.How to read it. Steep upward slope => winning streak. Plateaus => many neutral or breakeven trades. Down-slopes => losses dominate.Why it matters. Distinguishes ‘one big win + many losers’ (lottery) from ‘many small wins’ (edge). Smooth, monotonically rising curves are the dream.Insights (auto-derived from cumProfit).

Stat	Value
Peak Cum.	839.60 USDT @ 2026-02-25
Trough Cum.	2.33 USDT @ 2024-06-17
Mean	420.67 USDT
Std Dev	233.64 USDT
Last	839.60 USDT
Points	619
Sum	260,395.35 USDT
Across 619 points the series ranged from 2.33 USDT (2024-06-17) to 839.60 USDT (2026-02-25), averaging 420.67 USDT. 100% of points were positive, 0% negative. The most recent value is 839.60 USDT.
Showing 60 of 619 points (down-sampled for readability).

Cumulative Trade Profit

[{"timestamp":"2024-06-17","cumProfit":2.330586},{"timestamp":"2024-06-27","cumProfit":26.064959},{"timestamp":"2024-07-08","cumProfit":51.591795000000005},{"timestamp":"2024-07-18","cumProfit":66.194398},{"timestamp":"2024-07-29","cumProfit":81.66512100000001},{"timestamp":"2024-08-08","cumProfit":98.35459800000001},{"timestamp":"2024-08-19","cumProfit":107.417262},{"timestamp":"2024-08-29","cumProfit":116.61327000000001},{"timestamp":"2024-09-09","cumProfit":127.54194500000001},{"timestamp":"2024-09-19","cumProfit":136.66490500000003},{"timestamp":"2024-09-30","cumProfit":150.226595},{"timestamp":"2024-10-10","cumProfit":162.549551},{"timestamp":"2024-10-21","cumProfit":172.501383},{"timestamp":"2024-10-31","cumProfit":182.099703},{"timestamp":"2024-11-11","cumProfit":195.52050000000003},{"timestamp":"2024-11-21","cumProfit":212.475895},{"timestamp":"2024-12-02","cumProfit":234.38761499999993},{"timestamp":"2024-12-12","cumProfit":253.6666069999999},{"timestamp":"2024-12-23","cumProfit":273.58716799999996},{"timestamp":"2025-01-02","cumProfit":286.2356449999999},{"timestamp":"2025-01-12","cumProfit":296.2312479999999},{"timestamp":"2025-01-23","cumProfit":313.0184749999998},{"timestamp":"2025-02-02","cumProfit":324.42124899999976},{"timestamp":"2025-02-13","cumProfit":339.85704599999985},{"timestamp":"2025-02-23","cumProfit":346.95990499999976},{"timestamp":"2025-03-06","cumProfit":364.55126199999967},{"timestamp":"2025-03-16","cumProfit":378.5979009999996},{"timestamp":"2025-03-27","cumProfit":391.5655719999996},{"timestamp":"2025-04-06","cumProfit":400.2872789999996},{"timestamp":"2025-04-17","cumProfit":417.67881199999954},{"timestamp":"2025-04-27","cumProfit":428.4575569999996},{"timestamp":"2025-05-08","cumProfit":440.5809889999996},{"timestamp":"2025-05-18","cumProfit":458.7116129999995},{"timestamp":"2025-05-29","cumProfit":470.6935729999994},{"timestamp":"2025-06-08","cumProfit":483.2971249999994},{"timestamp":"2025-06-19","cumProfit":494.34371399999935},{"timestamp":"2025-06-29","cumProfit":504.4523509999993},{"timestamp":"2025-07-10","cumProfit":513.1545169999993},{"timestamp":"2025-07-20","cumProfit":529.0215899999992},{"timestamp":"2025-07-31","cumProfit":545.1425929999991},{"timestamp":"2025-08-10","cumProfit":554.9902479999992},{"timestamp":"2025-08-20","cumProfit":569.2015919999992},{"timestamp":"2025-08-31","cumProfit":580.9044629999992},{"timestamp":"2025-09-10","cumProfit":588.1689979999991},{"timestamp":"2025-09-21","cumProfit":595.3296369999989},{"timestamp":"2025-10-01","cumProfit":603.7464039999991},{"timestamp":"2025-10-12","cumProfit":618.923764999999},{"timestamp":"2025-10-22","cumProfit":635.2229539999988},{"timestamp":"2025-11-02","cumProfit":652.477069999999},{"timestamp":"2025-11-12","cumProfit":687.7113399999992},{"timestamp":"2025-11-23","cumProfit":717.4070419999991},{"timestamp":"2025-12-03","cumProfit":730.9512539999992},{"timestamp":"2025-12-14","cumProfit":743.6711529999991},{"timestamp":"2025-12-24","cumProfit":756.452029999999},{"timestamp":"2026-01-04","cumProfit":766.2954719999991},{"timestamp":"2026-01-14","cumProfit":779.6499309999989},{"timestamp":"2026-01-25","cumProfit":791.7447319999989},{"timestamp":"2026-02-04","cumProfit":812.7460989999987},{"timestamp":"2026-02-15","cumProfit":830.6308519999988},{"timestamp":"2026-02-25","cumProfit":839.5986779999986}]

Daily Trade Profit

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit * Transform: dailyTradeProfit(trades)

What it shows. Aggregated realised profit per calendar day across all trades.How to read it. Tall green bars are blockbuster days, red bars are pain days. Variance here drives the equity volatility above.Why it matters. Helps spot regime-dependence - e.g. all profit concentrated on Mondays, or all losses during weekend pumps.Insights (auto-derived from profit).

Stat	Value
Best Day	5.91 USDT @ 2026-02-01
Worst Day	0.2518 USDT @ 2025-12-13
Mean	1.36 USDT
Std Dev	0.7461 USDT
Last	1.30 USDT
Points	619
Sum	839.60 USDT
Across 619 points the series ranged from 0.2518 USDT (2025-12-13) to 5.91 USDT (2026-02-01), averaging 1.36 USDT. 100% of points were positive, 0% negative. The most recent value is 1.30 USDT.
Showing 60 of 619 points (down-sampled for readability).

Daily Trade Profit

[{"day":"2024-06-17","profit":2.330586},{"day":"2024-06-27","profit":1.645087},{"day":"2024-07-08","profit":2.558095},{"day":"2024-07-18","profit":1.328113},{"day":"2024-07-29","profit":0.791289},{"day":"2024-08-08","profit":1.751075},{"day":"2024-08-19","profit":0.930483},{"day":"2024-08-29","profit":1.03023},{"day":"2024-09-09","profit":1.193273},{"day":"2024-09-19","profit":1.009526},{"day":"2024-09-30","profit":1.50616},{"day":"2024-10-10","profit":1.025209},{"day":"2024-10-21","profit":0.767577},{"day":"2024-10-31","profit":0.655381},{"day":"2024-11-11","profit":2.369639},{"day":"2024-11-21","profit":1.813775},{"day":"2024-12-02","profit":2.332701},{"day":"2024-12-12","profit":1.601296},{"day":"2024-12-23","profit":2.638008},{"day":"2025-01-02","profit":0.988736},{"day":"2025-01-12","profit":0.592047},{"day":"2025-01-23","profit":1.252771},{"day":"2025-02-02","profit":2.059641},{"day":"2025-02-13","profit":0.929003},{"day":"2025-02-23","profit":0.45317},{"day":"2025-03-06","profit":1.369247},{"day":"2025-03-16","profit":0.915577},{"day":"2025-03-27","profit":0.870414},{"day":"2025-04-06","profit":1.138716},{"day":"2025-04-17","profit":1.12051},{"day":"2025-04-27","profit":0.888292},{"day":"2025-05-08","profit":2.044588},{"day":"2025-05-18","profit":1.364518},{"day":"2025-05-29","profit":1.335671},{"day":"2025-06-08","profit":0.783644},{"day":"2025-06-19","profit":0.60209},{"day":"2025-06-29","profit":0.852991},{"day":"2025-07-10","profit":1.282728},{"day":"2025-07-20","profit":1.480878},{"day":"2025-07-31","profit":0.987769},{"day":"2025-08-10","profit":0.997442},{"day":"2025-08-20","profit":1.227294},{"day":"2025-08-31","profit":0.351231},{"day":"2025-09-10","profit":0.796524},{"day":"2025-09-21","profit":0.526522},{"day":"2025-10-01","profit":1.338071},{"day":"2025-10-12","profit":2.385371},{"day":"2025-10-22","profit":1.317813},{"day":"2025-11-02","profit":4.758999},{"day":"2025-11-12","profit":1.852961},{"day":"2025-11-23","profit":1.644848},{"day":"2025-12-03","profit":1.73988},{"day":"2025-12-14","profit":0.600498},{"day":"2025-12-24","profit":1.065658},{"day":"2026-01-04","profit":0.927955},{"day":"2026-01-14","profit":1.465948},{"day":"2026-01-25","profit":0.981539},{"day":"2026-02-04","profit":2.831912},{"day":"2026-02-15","profit":1.018782},{"day":"2026-02-25","profit":1.299948}]

Trades per Day

Data source - GET /backtests/{id}/trades * Fields used: sell_time * Transform: tradesPerDay(trades)

What it shows. How many trades closed on each calendar day.How to read it. High bars = busy days (often during high volatility). Empty days = strategy sat on its hands.Why it matters. Sanity check on activity. Strategies that fire 200+ trades/day will be fee-bled in live; <1 trade/week may be too sparse to trust statistically.Insights (auto-derived from count).

Stat	Value
Busiest Day	1015 trades @ 2026-02-01
Quietest Day	44 trades @ 2026-02-21
Mean	252 trades
Std Dev	139 trades
Last	218 trades
Points	619
Sum	156193 trades
Across 619 points the series ranged from 44 trades (2026-02-21) to 1015 trades (2026-02-01), averaging 252 trades. The most recent value is 218 trades.
Showing 60 of 619 points (down-sampled for readability).

Trades per Day

[{"day":"2024-06-17","count":456},{"day":"2024-06-27","count":319},{"day":"2024-07-08","count":495},{"day":"2024-07-18","count":258},{"day":"2024-07-29","count":153},{"day":"2024-08-08","count":337},{"day":"2024-08-19","count":178},{"day":"2024-08-29","count":197},{"day":"2024-09-09","count":229},{"day":"2024-09-19","count":195},{"day":"2024-09-30","count":292},{"day":"2024-10-10","count":196},{"day":"2024-10-21","count":149},{"day":"2024-10-31","count":126},{"day":"2024-11-11","count":459},{"day":"2024-11-21","count":350},{"day":"2024-12-02","count":456},{"day":"2024-12-12","count":313},{"day":"2024-12-23","count":514},{"day":"2025-01-02","count":193},{"day":"2025-01-12","count":115},{"day":"2025-01-23","count":243},{"day":"2025-02-02","count":398},{"day":"2025-02-13","count":179},{"day":"2025-02-23","count":87},{"day":"2025-03-06","count":261},{"day":"2025-03-16","count":169},{"day":"2025-03-27","count":164},{"day":"2025-04-06","count":211},{"day":"2025-04-17","count":199},{"day":"2025-04-27","count":167},{"day":"2025-05-08","count":378},{"day":"2025-05-18","count":254},{"day":"2025-05-29","count":247},{"day":"2025-06-08","count":140},{"day":"2025-06-19","count":108},{"day":"2025-06-29","count":157},{"day":"2025-07-10","count":232},{"day":"2025-07-20","count":275},{"day":"2025-07-31","count":181},{"day":"2025-08-10","count":185},{"day":"2025-08-20","count":228},{"day":"2025-08-31","count":67},{"day":"2025-09-10","count":145},{"day":"2025-09-21","count":94},{"day":"2025-10-01","count":241},{"day":"2025-10-12","count":429},{"day":"2025-10-22","count":225},{"day":"2025-11-02","count":879},{"day":"2025-11-12","count":339},{"day":"2025-11-23","count":310},{"day":"2025-12-03","count":314},{"day":"2025-12-14","count":101},{"day":"2025-12-24","count":184},{"day":"2026-01-04","count":152},{"day":"2026-01-14","count":251},{"day":"2026-01-25","count":166},{"day":"2026-02-04","count":503},{"day":"2026-02-15","count":175},{"day":"2026-02-25","count":218}]

Cumulative Fees

Data source - GET /backtests/{id}/trades * Fields used: sell_time, buy_fee_in_quote, sell_fee_in_quote * Transform: cumulativeFees(trades)

What it shows. Running sum of buy + sell fees across all trades, in quote currency.How to read it. A nearly-linear curve confirms fees scale with trade count. Steep slopes warn of an over-trading strategy.Why it matters. Compare the final value to total realised profit - if fees >= 50% of gross profit, the strategy is paying the exchange more than the trader.Insights (auto-derived from cumFees).

Stat	Value
Final Fees	1,174.05 USDT @ 2026-02-25
Start	3.43 USDT @ 2024-06-17
Mean	601.92 USDT
Std Dev	328.03 USDT
Last	1,174.05 USDT
Points	619
Sum	372,586.27 USDT
Across 619 points the series ranged from 3.43 USDT (2024-06-17) to 1,174.05 USDT (2026-02-25), averaging 601.92 USDT. 100% of points were positive, 0% negative. The most recent value is 1,174.05 USDT.
Showing 60 of 619 points (down-sampled for readability).

Cumulative Fees

[{"index":0,"timestamp":"2024-06-17","cumFees":3.432255},{"index":10,"timestamp":"2024-06-27","cumFees":38.207863},{"index":21,"timestamp":"2024-07-08","cumFees":75.49078600000001},{"index":31,"timestamp":"2024-07-18","cumFees":96.80547300000002},{"index":42,"timestamp":"2024-07-29","cumFees":119.45644100000001},{"index":52,"timestamp":"2024-08-08","cumFees":143.54437500000003},{"index":63,"timestamp":"2024-08-19","cumFees":156.60290900000004},{"index":73,"timestamp":"2024-08-29","cumFees":169.89518000000007},{"index":84,"timestamp":"2024-09-09","cumFees":185.63765100000006},{"index":94,"timestamp":"2024-09-19","cumFees":198.79386200000005},{"index":105,"timestamp":"2024-09-30","cumFees":218.46980300000004},{"index":115,"timestamp":"2024-10-10","cumFees":236.29741900000005},{"index":126,"timestamp":"2024-10-21","cumFees":250.73313300000004},{"index":136,"timestamp":"2024-10-31","cumFees":264.64944500000007},{"index":147,"timestamp":"2024-11-11","cumFees":284.100521},{"index":157,"timestamp":"2024-11-21","cumFees":308.77657300000004},{"index":168,"timestamp":"2024-12-02","cumFees":340.860792},{"index":178,"timestamp":"2024-12-12","cumFees":369.243926},{"index":189,"timestamp":"2024-12-23","cumFees":398.482328},{"index":199,"timestamp":"2025-01-02","cumFees":417.052278},{"index":209,"timestamp":"2025-01-12","cumFees":431.709769},{"index":220,"timestamp":"2025-01-23","cumFees":456.25303599999984},{"index":230,"timestamp":"2025-02-02","cumFees":472.8462299999999},{"index":241,"timestamp":"2025-02-13","cumFees":495.0839289999998},{"index":251,"timestamp":"2025-02-23","cumFees":505.30826099999973},{"index":262,"timestamp":"2025-03-06","cumFees":530.5193579999998},{"index":272,"timestamp":"2025-03-16","cumFees":550.1981739999998},{"index":283,"timestamp":"2025-03-27","cumFees":568.502484},{"index":293,"timestamp":"2025-04-06","cumFees":580.765335},{"index":304,"timestamp":"2025-04-17","cumFees":604.643738},{"index":314,"timestamp":"2025-04-27","cumFees":619.5360450000001},{"index":325,"timestamp":"2025-05-08","cumFees":636.306876},{"index":335,"timestamp":"2025-05-18","cumFees":661.7936920000001},{"index":346,"timestamp":"2025-05-29","cumFees":678.6553269999999},{"index":356,"timestamp":"2025-06-08","cumFees":695.9892960000001},{"index":367,"timestamp":"2025-06-19","cumFees":711.016637},{"index":377,"timestamp":"2025-06-29","cumFees":724.4579209999999},{"index":388,"timestamp":"2025-07-10","cumFees":736.2013489999999},{"index":398,"timestamp":"2025-07-20","cumFees":758.3450989999999},{"index":409,"timestamp":"2025-07-31","cumFees":780.5790979999998},{"index":419,"timestamp":"2025-08-10","cumFees":794.2615940000001},{"index":429,"timestamp":"2025-08-20","cumFees":814.0764140000003},{"index":440,"timestamp":"2025-08-31","cumFees":830.3823730000004},{"index":450,"timestamp":"2025-09-10","cumFees":840.4436630000004},{"index":461,"timestamp":"2025-09-21","cumFees":850.3173550000002},{"index":471,"timestamp":"2025-10-01","cumFees":861.7833000000003},{"index":482,"timestamp":"2025-10-12","cumFees":882.6483100000002},{"index":492,"timestamp":"2025-10-22","cumFees":904.0963250000001},{"index":503,"timestamp":"2025-11-02","cumFees":926.725327},{"index":513,"timestamp":"2025-11-12","cumFees":975.716632},{"index":524,"timestamp":"2025-11-23","cumFees":1016.453861},{"index":534,"timestamp":"2025-12-03","cumFees":1034.7615740000003},{"index":545,"timestamp":"2025-12-14","cumFees":1051.2431890000003},{"index":555,"timestamp":"2025-12-24","cumFees":1067.7622800000001},{"index":566,"timestamp":"2026-01-04","cumFees":1080.2551010000002},{"index":576,"timestamp":"2026-01-14","cumFees":1097.7735100000004},{"index":587,"timestamp":"2026-01-25","cumFees":1113.6465480000008},{"index":597,"timestamp":"2026-02-04","cumFees":1140.479542000001},{"index":608,"timestamp":"2026-02-15","cumFees":1162.5648750000012},{"index":618,"timestamp":"2026-02-25","cumFees":1174.049971000001}]

Profit Distribution (%)

Data source - GET /backtests/{id}/trades * Fields used: profit_percentage * Transform: profitDistribution(trades, 30)

What it shows. Histogram of per-trade percentage returns, binned across the observed range.How to read it. A long left-tail (deep losses) with a short right-tail screams ‘pick up pennies in front of a steamroller’. Tight, right-shifted bins are healthy.Why it matters. Distribution shape matters more than the average - payoff asymmetry decides whether the strategy survives black-swan markets.Insights (auto-derived from count).

Stat	Value
Most Populated Bin	13139 trades @ 0.10%
Least Populated Bin	26 trades @ 0.14%
Mean	2603 trades
Std Dev	3882 trades
Last	64 trades
Points	60
Sum	156193 trades
Across 60 points the series ranged from 26 trades (0.14%) to 13139 trades (0.10%), averaging 2603 trades. The most recent value is 64 trades.
Full series - 60 points.

Profit Distribution (%)

[{"bin":"0.10%","count":13139,"from":0.099812},{"bin":"0.10%","count":13012,"from":0.100638},{"bin":"0.10%","count":12802,"from":0.101463},{"bin":"0.10%","count":12958,"from":0.102288},{"bin":"0.10%","count":12100,"from":0.103113},{"bin":"0.10%","count":11494,"from":0.103939},{"bin":"0.10%","count":9726,"from":0.104764},{"bin":"0.11%","count":7540,"from":0.105589},{"bin":"0.11%","count":6357,"from":0.106414},{"bin":"0.11%","count":5195,"from":0.10724},{"bin":"0.11%","count":4784,"from":0.108065},{"bin":"0.11%","count":4118,"from":0.10889},{"bin":"0.11%","count":3704,"from":0.109715},{"bin":"0.11%","count":3667,"from":0.11054},{"bin":"0.11%","count":3322,"from":0.111366},{"bin":"0.11%","count":3255,"from":0.112191},{"bin":"0.11%","count":3193,"from":0.113016},{"bin":"0.11%","count":2915,"from":0.113841},{"bin":"0.11%","count":2621,"from":0.114667},{"bin":"0.12%","count":2606,"from":0.115492},{"bin":"0.12%","count":2123,"from":0.116317},{"bin":"0.12%","count":1811,"from":0.117142},{"bin":"0.12%","count":1704,"from":0.117967},{"bin":"0.12%","count":1087,"from":0.118793},{"bin":"0.12%","count":1128,"from":0.119618},{"bin":"0.12%","count":843,"from":0.120443},{"bin":"0.12%","count":908,"from":0.121268},{"bin":"0.12%","count":815,"from":0.122094},{"bin":"0.12%","count":733,"from":0.122919},{"bin":"0.12%","count":790,"from":0.123744},{"bin":"0.12%","count":640,"from":0.124569},{"bin":"0.13%","count":552,"from":0.125394},{"bin":"0.13%","count":583,"from":0.12622},{"bin":"0.13%","count":549,"from":0.127045},{"bin":"0.13%","count":392,"from":0.12787},{"bin":"0.13%","count":366,"from":0.128695},{"bin":"0.13%","count":358,"from":0.129521},{"bin":"0.13%","count":320,"from":0.130346},{"bin":"0.13%","count":235,"from":0.131171},{"bin":"0.13%","count":249,"from":0.131996},{"bin":"0.13%","count":193,"from":0.132822},{"bin":"0.13%","count":184,"from":0.133647},{"bin":"0.13%","count":199,"from":0.134472},{"bin":"0.14%","count":95,"from":0.135297},{"bin":"0.14%","count":100,"from":0.136122},{"bin":"0.14%","count":85,"from":0.136948},{"bin":"0.14%","count":79,"from":0.137773},{"bin":"0.14%","count":71,"from":0.138598},{"bin":"0.14%","count":53,"from":0.139423},{"bin":"0.14%","count":57,"from":0.140249},{"bin":"0.14%","count":48,"from":0.141074},{"bin":"0.14%","count":28,"from":0.141899},{"bin":"0.14%","count":26,"from":0.142724},{"bin":"0.14%","count":34,"from":0.143549},{"bin":"0.14%","count":27,"from":0.144375},{"bin":"0.15%","count":29,"from":0.1452},{"bin":"0.15%","count":42,"from":0.146025},{"bin":"0.15%","count":41,"from":0.14685},{"bin":"0.15%","count":44,"from":0.147676},{"bin":"0.15%","count":64,"from":0.148501}]

Rolling Win Rate (50 Trades)

Data source - GET /backtests/{id}/trades * Fields used: profit * Transform: rollingWinRate(trades, 50)

What it shows. Percentage of profitable trades within a sliding window of the last 50 closed trades.How to read it. Above 50% line => recent edge holds. Sustained dips below => regime change or strategy decay.Why it matters. Win rate alone is meaningless (you can have 90% wins and still lose money). Rolling win rate spots when the edge breaks over time.Insights (auto-derived from winRate).

Stat	Value
Hottest Window	100.00% @ 1561
Coldest Window	100.00% @ 1561
Mean	100.00%
Std Dev	0.00%
Last	100.00%
Points	1000
Across 1000 points the series ranged from 100.00% (1561) to 100.00% (1561), averaging 100.00%. 100% of points were positive, 0% negative. The most recent value is 100.00%.
Showing 60 of 1000 points (down-sampled for readability).

Rolling Win Rate (50 Trades)

[{"index":1561,"winRate":100},{"index":4192,"winRate":100},{"index":6824,"winRate":100},{"index":9455,"winRate":100},{"index":12087,"winRate":100},{"index":14718,"winRate":100},{"index":17349,"winRate":100},{"index":19981,"winRate":100},{"index":22457,"winRate":100},{"index":25089,"winRate":100},{"index":27720,"winRate":100},{"index":30351,"winRate":100},{"index":32983,"winRate":100},{"index":35614,"winRate":100},{"index":38245,"winRate":100},{"index":40877,"winRate":100},{"index":43508,"winRate":100},{"index":46140,"winRate":100},{"index":48771,"winRate":100},{"index":51402,"winRate":100},{"index":54034,"winRate":100},{"index":56665,"winRate":100},{"index":59296,"winRate":100},{"index":61773,"winRate":100},{"index":64404,"winRate":100},{"index":67036,"winRate":100},{"index":69667,"winRate":100},{"index":72299,"winRate":100},{"index":74930,"winRate":100},{"index":77561,"winRate":100},{"index":80193,"winRate":100},{"index":82824,"winRate":100},{"index":85455,"winRate":100},{"index":88087,"winRate":100},{"index":90718,"winRate":100},{"index":93350,"winRate":100},{"index":95981,"winRate":100},{"index":98458,"winRate":100},{"index":101089,"winRate":100},{"index":103720,"winRate":100},{"index":106352,"winRate":100},{"index":108983,"winRate":100},{"index":111614,"winRate":100},{"index":114246,"winRate":100},{"index":116877,"winRate":100},{"index":119509,"winRate":100},{"index":122140,"winRate":100},{"index":124771,"winRate":100},{"index":127403,"winRate":100},{"index":130034,"winRate":100},{"index":132665,"winRate":100},{"index":135297,"winRate":100},{"index":137773,"winRate":100},{"index":140405,"winRate":100},{"index":143036,"winRate":100},{"index":145667,"winRate":100},{"index":148299,"winRate":100},{"index":150930,"winRate":100},{"index":153562,"winRate":100},{"index":156193,"winRate":100}]

Gross vs. Net PnL (Fee Impact)

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit, buy_fee_in_quote, sell_fee_in_quote * Transform: grossVsNetPnL(trades)

What it shows. Two cumulative-profit lines: gross (before subtracting fees) vs. net (the actual realised profit).How to read it. The vertical gap between gross and net is exactly what the exchange earned. Wider gaps => heavier fee drag.Why it matters. Quantifies the fee tax on edge. Useful when comparing fee-tier upgrades or maker-vs-taker variants.Insights (auto-derived from net).

Stat	Value
Peak Net	0.6071 USDT @ 2026-02-25 23:52:00 UTC
Trough Net	0.0052 USDT @ 2024-06-17 10:05:00 UTC
Mean	0.2843 USDT
Std Dev	0.1793 USDT
Last	0.6071 USDT
Points	100
Sum	28.43 USDT
Across 100 points the series ranged from 0.0052 USDT (2024-06-17 10:05:00 UTC) to 0.6071 USDT (2026-02-25 23:52:00 UTC), averaging 0.2843 USDT. 100% of points were positive, 0% negative. The most recent value is 0.6071 USDT.
Showing 60 of 100 points (down-sampled for readability).

Gross vs. Net PnL (Fee Impact)

[{"timestamp":"2024-06-17T10:05:00Z","net":0.005152506,"gross":0.012695999999999999},{"timestamp":"2024-06-17T10:06:00Z","net":0.015193455,"gross":0.0378060001},{"timestamp":"2024-06-17T10:08:00Z","net":0.0202584775,"gross":0.0503860002},{"timestamp":"2024-06-17T10:11:00Z","net":0.030436389999999997,"gross":0.0756400002},{"timestamp":"2024-06-17T10:15:00Z","net":0.0405577117,"gross":0.1008150002},{"timestamp":"2024-06-17T10:16:00Z","net":0.0457120507,"gross":0.11348311900000001},{"timestamp":"2024-06-17T10:18:00Z","net":0.0558828597,"gross":0.138751119},{"timestamp":"2024-06-17T10:22:00Z","net":0.0661596262,"gross":0.16409911910000002},{"timestamp":"2024-06-17T10:23:00Z","net":0.0713151824,"gross":0.17677411910000002},{"timestamp":"2024-06-17T10:25:00Z","net":0.08171445239999998,"gross":0.20225411910000002},{"timestamp":"2024-06-17T10:27:00Z","net":0.09174259639999999,"gross":0.22734211910000002},{"timestamp":"2024-06-17T10:28:00Z","net":0.09680896889999999,"gross":0.2399281191},{"timestamp":"2024-06-17T10:33:00Z","net":0.10712289809999999,"gross":0.2653011191},{"timestamp":"2024-06-17T10:40:00Z","net":0.11713603809999998,"gross":0.29034911909999994},{"timestamp":"2024-06-17T10:42:00Z","net":0.12234426579999998,"gross":0.30309811909999995},{"timestamp":"2024-08-24T09:48:00Z","net":0.13241127579999998,"gross":0.32818801389999996},{"timestamp":"2024-08-24T14:21:00Z","net":0.14237970279999998,"gross":0.3531558035},{"timestamp":"2024-08-24T16:21:00Z","net":0.15234812979999998,"gross":0.3781235931},{"timestamp":"2024-08-25T19:38:00Z","net":0.15733234329999998,"gross":0.3906074879},{"timestamp":"2024-08-25T22:02:00Z","net":0.16730077029999998,"gross":0.4155752775},{"timestamp":"2024-10-07T19:01:00Z","net":0.1772691973,"gross":0.4405430671},{"timestamp":"2024-10-11T19:06:00Z","net":0.1822534108,"gross":0.4530269619},{"timestamp":"2024-10-11T20:25:00Z","net":0.1922218378,"gross":0.47799475150000004},{"timestamp":"2024-10-12T01:39:00Z","net":0.2021902648,"gross":0.5029625411},{"timestamp":"2024-10-12T19:01:00Z","net":0.2071744783,"gross":0.5154464359},{"timestamp":"2024-11-15T04:40:00Z","net":0.2171429053,"gross":0.5404142255000001},{"timestamp":"2024-12-07T05:30:00Z","net":0.2271019033,"gross":0.5653784038},{"timestamp":"2024-12-07T05:54:00Z","net":0.2320812628,"gross":0.5778604933},{"timestamp":"2024-12-07T22:33:00Z","net":0.2420371918,"gross":0.6028246798},{"timestamp":"2025-02-02T13:38:00Z","net":0.2520056188,"gross":0.6277924694},{"timestamp":"2026-02-05T19:54:00Z","net":0.2594674108,"gross":0.6427684694},{"timestamp":"2026-02-05T20:24:00Z","net":0.27439772980000005,"gross":0.6727264694999999},{"timestamp":"2026-02-05T20:31:00Z","net":0.28932804880000007,"gross":0.7026844695999999},{"timestamp":"2026-02-05T20:49:00Z","net":0.2967898408000001,"gross":0.7176604695999999},{"timestamp":"2026-02-05T20:51:00Z","net":0.3117201598000001,"gross":0.7476184696999998},{"timestamp":"2026-02-05T21:16:00Z","net":0.32664374380000016,"gross":0.7775704696999998},{"timestamp":"2026-02-05T22:48:00Z","net":0.33411227080000017,"gross":0.7925524697999997},{"timestamp":"2026-02-20T09:57:00Z","net":0.3490425898000002,"gross":0.8225104698999997},{"timestamp":"2026-02-20T17:39:00Z","net":0.3639796438000002,"gross":0.8524744700999995},{"timestamp":"2026-02-21T17:42:00Z","net":0.3714481708000002,"gross":0.8674564701999995},{"timestamp":"2026-02-23T11:39:00Z","net":0.3863852248000002,"gross":0.8974204703999994},{"timestamp":"2026-02-23T13:14:00Z","net":0.40131554380000023,"gross":0.9273784704999993},{"timestamp":"2026-02-23T14:31:00Z","net":0.40877733580000025,"gross":0.9423544704999993},{"timestamp":"2026-02-25T07:00:00Z","net":0.42369793480000023,"gross":0.9723004705999992},{"timestamp":"2026-02-25T14:46:00Z","net":0.43862825380000026,"gross":1.0022584706999993},{"timestamp":"2026-02-25T20:34:00Z","net":0.45270175030000026,"gross":1.0313584707999992},{"timestamp":"2026-02-25T20:35:00Z","net":0.45968519830000026,"gross":1.0458544707999993},{"timestamp":"2026-02-25T21:34:00Z","net":0.47402585080000026,"gross":1.0752184707999992},{"timestamp":"2026-02-25T21:36:00Z","net":0.4880930833000003,"gross":1.1043124707999992},{"timestamp":"2026-02-25T21:36:00Z","net":0.4950960883000003,"gross":1.118826470899999},{"timestamp":"2026-02-25T21:36:00Z","net":0.5092183063000003,"gross":1.147974471099999},{"timestamp":"2026-02-25T21:50:00Z","net":0.5234740153000004,"gross":1.1772544710999993},{"timestamp":"2026-02-25T22:00:00Z","net":0.5306066173000004,"gross":1.1919004711999992},{"timestamp":"2026-02-25T22:12:00Z","net":0.5448002323000003,"gross":1.2211204711999992},{"timestamp":"2026-02-25T22:50:00Z","net":0.5593836793000003,"gross":1.2507304712999991},{"timestamp":"2026-02-25T22:57:00Z","net":0.5667329383000004,"gross":1.265592471399999},{"timestamp":"2026-02-25T23:29:00Z","net":0.5815371283000004,"gross":1.295424471399999},{"timestamp":"2026-02-25T23:52:00Z","net":0.5916709551000003,"gross":1.320579471499999},{"timestamp":"2026-02-25T23:52:00Z","net":0.5967950793000003,"gross":1.333214471499999},{"timestamp":"2026-02-25T23:52:00Z","net":0.6070939923000003,"gross":1.358534471599999}]

Rolling Sharpe Ratio (30d / 90d)

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: rollingSharpe(equity, 30) + rollingSharpe(equity, 90)

What it shows. Annualised risk-adjusted return computed over rolling 30-day and 90-day windows.How to read it. Above 1 = solid, above 2 = excellent, below 0 = losing money on risk-adjusted basis. Compare 30d vs 90d to see short vs medium-term consistency.Why it matters. A flat-to-rising rolling Sharpe is the gold standard for production-ready strategies; a collapsing Sharpe predicts upcoming drawdowns.Insights (auto-derived from sharpe30).

Stat	Value
Peak Sharpe (30d)	7.70 @ 2024-12-04 23:59:00 UTC
Worst Sharpe (30d)	-7.60 @ 2025-12-05 23:59:00 UTC
Mean	-0.77
Std Dev	2.98
Last	-1.13
Points	589
Across 589 points the series ranged from -7.60 (2025-12-05 23:59:00 UTC) to 7.70 (2024-12-04 23:59:00 UTC), averaging -0.77. The most recent value is -1.13.
Showing 60 of 589 points (down-sampled for readability).

Rolling Sharpe Ratio (30d / 90d)

[{"timestamp":"2024-07-17T23:59:00+00:00","sharpe30":-0.44565643394982446,"sharpe90":-1.4305067828853781},{"timestamp":"2024-07-27T23:59:00+00:00","sharpe30":0.8385395022034062,"sharpe90":-0.1913461704560792},{"timestamp":"2024-08-06T23:59:00+00:00","sharpe30":-4.619772886536851,"sharpe90":-0.28277131822750023},{"timestamp":"2024-08-16T23:59:00+00:00","sharpe30":-3.9639258104033663,"sharpe90":-0.2585518370498457},{"timestamp":"2024-08-26T23:59:00+00:00","sharpe30":-2.1737169340543647,"sharpe90":-0.37248429346906037},{"timestamp":"2024-09-05T23:59:00+00:00","sharpe30":-0.13552945076027584,"sharpe90":0.8331441756913192},{"timestamp":"2024-09-15T23:59:00+00:00","sharpe30":0.900826937636241,"sharpe90":1.673674998828695},{"timestamp":"2024-09-25T23:59:00+00:00","sharpe30":1.855879146288303,"sharpe90":1.975357666148173},{"timestamp":"2024-10-05T23:59:00+00:00","sharpe30":3.444533710735625,"sharpe90":3.5313047080002264},{"timestamp":"2024-10-15T23:59:00+00:00","sharpe30":3.265314962796697,"sharpe90":2.9284490181913827},{"timestamp":"2024-10-25T23:59:00+00:00","sharpe30":-0.08634120182938057,"sharpe90":1.6964771889230053},{"timestamp":"2024-11-04T23:59:00+00:00","sharpe30":-0.793347995206321,"sharpe90":2.1689182795149664},{"timestamp":"2024-11-14T23:59:00+00:00","sharpe30":0.8855155639985484,"sharpe90":0.9506513683786572},{"timestamp":"2024-11-24T23:59:00+00:00","sharpe30":4.187072888932584,"sharpe90":0.7779279157309503},{"timestamp":"2024-12-04T23:59:00+00:00","sharpe30":7.697732736560168,"sharpe90":-0.3204432461606051},{"timestamp":"2024-12-13T23:59:00+00:00","sharpe30":4.209362262893243,"sharpe90":-1.7161161242231706},{"timestamp":"2024-12-23T23:59:00+00:00","sharpe30":1.2520680071301575,"sharpe90":-2.281417407114706},{"timestamp":"2025-01-02T23:59:00+00:00","sharpe30":-0.8909426518020033,"sharpe90":-3.333276967106794},{"timestamp":"2025-01-12T23:59:00+00:00","sharpe30":-2.168254012975999,"sharpe90":-4.382870826897742},{"timestamp":"2025-01-22T23:59:00+00:00","sharpe30":-2.7957101066961005,"sharpe90":-2.9498166712348253},{"timestamp":"2025-02-01T23:59:00+00:00","sharpe30":-4.483833252042733,"sharpe90":-4.221738773337042},{"timestamp":"2025-02-11T23:59:00+00:00","sharpe30":-5.770208864285328,"sharpe90":-3.919594206474995},{"timestamp":"2025-02-21T23:59:00+00:00","sharpe30":-4.808913412455795,"sharpe90":-3.4897366540090267},{"timestamp":"2025-03-03T23:59:00+00:00","sharpe30":-4.3065277906825115,"sharpe90":-2.9165053915565538},{"timestamp":"2025-03-13T23:59:00+00:00","sharpe30":-4.947499225400386,"sharpe90":-0.8641198503524915},{"timestamp":"2025-03-23T23:59:00+00:00","sharpe30":-2.038749005193781,"sharpe90":-0.8565136000634245},{"timestamp":"2025-04-02T23:59:00+00:00","sharpe30":-4.134640249027591,"sharpe90":-1.4008673892468366},{"timestamp":"2025-04-12T23:59:00+00:00","sharpe30":-1.8091906203767976,"sharpe90":-0.431222132795141},{"timestamp":"2025-04-22T23:59:00+00:00","sharpe30":-4.216882505797508,"sharpe90":-2.282776394117339},{"timestamp":"2025-05-02T23:59:00+00:00","sharpe30":-0.5599044486402216,"sharpe90":-0.9679513143829254},{"timestamp":"2025-05-12T23:59:00+00:00","sharpe30":3.0934230744721165,"sharpe90":0.3058960096592112},{"timestamp":"2025-05-22T23:59:00+00:00","sharpe30":2.8415815358340426,"sharpe90":0.7280284415486221},{"timestamp":"2025-06-01T23:59:00+00:00","sharpe30":-0.19981297679036794,"sharpe90":-0.13405985350744917},{"timestamp":"2025-06-11T23:59:00+00:00","sharpe30":-3.2715480132690473,"sharpe90":-0.6398437903674336},{"timestamp":"2025-06-21T23:59:00+00:00","sharpe30":-7.305505221473116,"sharpe90":-0.1945302301220611},{"timestamp":"2025-07-01T23:59:00+00:00","sharpe30":-2.4399921308144994,"sharpe90":0.6457985782227872},{"timestamp":"2025-07-11T23:59:00+00:00","sharpe30":0.544690582869351,"sharpe90":0.6108891070393669},{"timestamp":"2025-07-21T23:59:00+00:00","sharpe30":5.1281991194578795,"sharpe90":1.3955454986297413},{"timestamp":"2025-07-31T23:59:00+00:00","sharpe30":2.170926608351345,"sharpe90":0.8100457166342012},{"timestamp":"2025-08-10T23:59:00+00:00","sharpe30":0.782400631455709,"sharpe90":0.20513020410108376},{"timestamp":"2025-08-20T23:59:00+00:00","sharpe30":0.3333673688863608,"sharpe90":-1.369430468954025},{"timestamp":"2025-08-30T23:59:00+00:00","sharpe30":1.9217271781827294,"sharpe90":-1.1289836184243476},{"timestamp":"2025-09-09T23:59:00+00:00","sharpe30":0.5475417679498257,"sharpe90":0.38759301895592146},{"timestamp":"2025-09-19T23:59:00+00:00","sharpe30":-1.7468409687279056,"sharpe90":-0.25661302991596696},{"timestamp":"2025-09-29T23:59:00+00:00","sharpe30":-2.9803523024852354,"sharpe90":-0.4843668859502959},{"timestamp":"2025-10-08T23:59:00+00:00","sharpe30":-0.39140132205983796,"sharpe90":-0.9309379381122046},{"timestamp":"2025-10-18T23:59:00+00:00","sharpe30":-3.8398761299125863,"sharpe90":-1.2323400372548485},{"timestamp":"2025-10-28T23:59:00+00:00","sharpe30":-3.840402978193231,"sharpe90":-0.5451902129335242},{"timestamp":"2025-11-07T23:59:00+00:00","sharpe30":1.1556959649761267,"sharpe90":-0.44243608510942295},{"timestamp":"2025-11-17T23:59:00+00:00","sharpe30":1.6450702442135678,"sharpe90":0.34346466252805774},{"timestamp":"2025-11-27T23:59:00+00:00","sharpe30":1.440214675351882,"sharpe90":0.19477362991656258},{"timestamp":"2025-12-07T23:59:00+00:00","sharpe30":-6.517118424577983,"sharpe90":-2.6855034313706807},{"timestamp":"2025-12-17T23:59:00+00:00","sharpe30":-6.075468027939386,"sharpe90":-1.6838385415564254},{"timestamp":"2025-12-27T23:59:00+00:00","sharpe30":-2.609537166038734,"sharpe90":-1.3732459228095675},{"timestamp":"2026-01-06T23:59:00+00:00","sharpe30":2.5630435828159395,"sharpe90":null},{"timestamp":"2026-01-16T23:59:00+00:00","sharpe30":4.346483714657397,"sharpe90":null},{"timestamp":"2026-01-26T23:59:00+00:00","sharpe30":-0.5911681004875903,"sharpe90":null},{"timestamp":"2026-02-05T23:59:00+00:00","sharpe30":-2.989800080457151,"sharpe90":null},{"timestamp":"2026-02-15T23:59:00+00:00","sharpe30":-2.281109015833973,"sharpe90":null},{"timestamp":"2026-02-25T23:59:00+00:00","sharpe30":-1.1332760807922553,"sharpe90":null}]

Drawdown Recovery Episodes

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: drawdownRecoveryEpisodes(equity)

What it shows. Each point is one drawdown episode: x-axis = duration in days, y-axis = depth in %.How to read it. Top-left = quick shallow dips (good). Bottom-right = long deep underwater periods (bad). The single worst point dominates investor PTSD.Why it matters. Investors care about how long they sat underwater as much as how deep. This chart surfaces both at once.Insights (auto-derived from depth).

Stat	Value
Shallowest	-0.37% @ 1
Deepest Episode	-26.25% @ 444
Mean	-6.14%
Std Dev	9.20%
Last	-26.25%
Points	6
Across 6 points the series ranged from -26.25% (444) to -0.37% (1), averaging -6.14%. 0% of points were positive, 100% negative. The most recent value is -26.25%.
Full series - 6 points.

Drawdown Recovery Episodes

[{"start":"2024-06-20T23:59:00+00:00","end":"2024-07-19T23:59:00+00:00","depth":-1.3317994124668495,"durationDays":29},{"start":"2024-07-22T23:59:00+00:00","end":"2024-11-11T23:59:00+00:00","depth":-6.321315031471664,"durationDays":112},{"start":"2024-11-13T23:59:00+00:00","end":"2024-11-18T23:59:00+00:00","depth":-1.2300880136228003,"durationDays":5},{"start":"2024-11-19T23:59:00+00:00","end":"2024-11-22T23:59:00+00:00","depth":-1.3199743096741374,"durationDays":3},{"start":"2024-11-26T23:59:00+00:00","end":"2024-11-27T23:59:00+00:00","depth":-0.37231810278139194,"durationDays":1},{"start":"2024-12-08T23:59:00+00:00","end":"ongoing","depth":-26.254970084306155,"durationDays":444}]

Consecutive Win/Loss Streaks

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit * Transform: consecutiveStreaks(trades)

What it shows. Length of every uninterrupted run of wins (green) and losses (red) in chronological order.How to read it. Long red bars are the painful streaks; long green bars are the lucky ones. The longest red streak sets the realistic position-sizing limit.Why it matters. Behaviour during a 10-trade losing streak determines if a real trader would still be running the bot - most are not.Insights (auto-derived from length).

Stat	Value
Longest Streak	100 trades @ win
Shortest Streak	100 trades @ win
Mean	100 trades
Std Dev	0 trades
Last	100 trades
Points	1
Sum	100 trades
Across 1 points the series ranged from 100 trades (win) to 100 trades (win), averaging 100 trades. The most recent value is 100 trades.
Full series - 1 points.

Consecutive Win/Loss Streaks

[{"type":"win","length":100,"index":0}]

Capital Utilization (% Invested)

Data source - GET /backtests/{id}/equity * Fields used: base_value_exit_net, total_value_exit_net * Transform: baseExposure(equity)

What it shows. Same series as Base Exposure, re-framed as ‘how much working capital was actually deployed’.How to read it. Average level = average capital efficiency. 30% average means the strategy could in theory run 3x the notional with the same cash.Why it matters. Two strategies with identical returns are not equal - the one using less capital is far more attractive for portfolio composition.Insights (auto-derived from exposure).

Stat	Value
Peak Utilization	24.73% @ 2025-08-02 23:59:00 UTC
Min Utilization	0.81% @ 2024-06-18 23:59:00 UTC
Mean	16.32%
Std Dev	5.95%
Last	13.02%
Points	619
Across 619 points the series ranged from 0.81% (2024-06-18 23:59:00 UTC) to 24.73% (2025-08-02 23:59:00 UTC), averaging 16.32%. 100% of points were positive, 0% negative. The most recent value is 13.02%.
Showing 60 of 619 points (down-sampled for readability).

Capital Utilization (% Invested)

[{"timestamp":"2024-06-17T23:59:00+00:00","exposure":1.019491382029173},{"timestamp":"2024-06-27T23:59:00+00:00","exposure":6.620722364413073},{"timestamp":"2024-07-08T23:59:00+00:00","exposure":6.879055024065852},{"timestamp":"2024-07-18T23:59:00+00:00","exposure":6.156877451133943},{"timestamp":"2024-07-29T23:59:00+00:00","exposure":7.898719419214159},{"timestamp":"2024-08-08T23:59:00+00:00","exposure":12.138743163018853},{"timestamp":"2024-08-19T23:59:00+00:00","exposure":12.375634518471912},{"timestamp":"2024-08-29T23:59:00+00:00","exposure":12.923694355217597},{"timestamp":"2024-09-09T23:59:00+00:00","exposure":12.80328395323924},{"timestamp":"2024-09-19T23:59:00+00:00","exposure":12.059289169941277},{"timestamp":"2024-09-30T23:59:00+00:00","exposure":10.993455193443136},{"timestamp":"2024-10-10T23:59:00+00:00","exposure":11.804657503724133},{"timestamp":"2024-10-21T23:59:00+00:00","exposure":10.43143535591868},{"timestamp":"2024-10-31T23:59:00+00:00","exposure":10.958096891675478},{"timestamp":"2024-11-11T23:59:00+00:00","exposure":9.366943363361798},{"timestamp":"2024-11-21T23:59:00+00:00","exposure":9.305360070124074},{"timestamp":"2024-12-02T23:59:00+00:00","exposure":3.770752580728128},{"timestamp":"2024-12-12T23:59:00+00:00","exposure":6.344668968660767},{"timestamp":"2024-12-23T23:59:00+00:00","exposure":8.212643260893554},{"timestamp":"2025-01-02T23:59:00+00:00","exposure":8.713425505172752},{"timestamp":"2025-01-12T23:59:00+00:00","exposure":10.82378058764885},{"timestamp":"2025-01-23T23:59:00+00:00","exposure":12.443290878577521},{"timestamp":"2025-02-02T23:59:00+00:00","exposure":14.115788327594519},{"timestamp":"2025-02-13T23:59:00+00:00","exposure":14.844939122206751},{"timestamp":"2025-02-23T23:59:00+00:00","exposure":14.71747424609651},{"timestamp":"2025-03-06T23:59:00+00:00","exposure":17.79489467467121},{"timestamp":"2025-03-16T23:59:00+00:00","exposure":20.919366440583246},{"timestamp":"2025-03-27T23:59:00+00:00","exposure":19.89218060960069},{"timestamp":"2025-04-06T23:59:00+00:00","exposure":22.144617753071735},{"timestamp":"2025-04-17T23:59:00+00:00","exposure":22.28840983815052},{"timestamp":"2025-04-27T23:59:00+00:00","exposure":22.097087037608038},{"timestamp":"2025-05-08T23:59:00+00:00","exposure":21.24390098041233},{"timestamp":"2025-05-18T23:59:00+00:00","exposure":21.03550255959002},{"timestamp":"2025-05-29T23:59:00+00:00","exposure":21.843706938819068},{"timestamp":"2025-06-08T23:59:00+00:00","exposure":22.35172857678291},{"timestamp":"2025-06-19T23:59:00+00:00","exposure":22.527063893385368},{"timestamp":"2025-06-29T23:59:00+00:00","exposure":22.815609908782637},{"timestamp":"2025-07-10T23:59:00+00:00","exposure":23.019243469190375},{"timestamp":"2025-07-20T23:59:00+00:00","exposure":22.327963661743894},{"timestamp":"2025-07-31T23:59:00+00:00","exposure":24.352477066465617},{"timestamp":"2025-08-10T23:59:00+00:00","exposure":23.03920819046499},{"timestamp":"2025-08-20T23:59:00+00:00","exposure":21.539473665414498},{"timestamp":"2025-08-31T23:59:00+00:00","exposure":20.993122824987363},{"timestamp":"2025-09-10T23:59:00+00:00","exposure":20.773317376950164},{"timestamp":"2025-09-21T23:59:00+00:00","exposure":21.786691855264824},{"timestamp":"2025-10-01T23:59:00+00:00","exposure":21.177137733932668},{"timestamp":"2025-10-12T23:59:00+00:00","exposure":17.807155474193344},{"timestamp":"2025-10-22T23:59:00+00:00","exposure":21.039843367121378},{"timestamp":"2025-11-02T23:59:00+00:00","exposure":19.384896435939027},{"timestamp":"2025-11-12T23:59:00+00:00","exposure":20.299105118709843},{"timestamp":"2025-11-23T23:59:00+00:00","exposure":20.988890632702542},{"timestamp":"2025-12-03T23:59:00+00:00","exposure":20.804776178415445},{"timestamp":"2025-12-14T23:59:00+00:00","exposure":22.419863551044518},{"timestamp":"2025-12-24T23:59:00+00:00","exposure":21.75291286271162},{"timestamp":"2026-01-04T23:59:00+00:00","exposure":22.190387324773216},{"timestamp":"2026-01-14T23:59:00+00:00","exposure":18.608368346591426},{"timestamp":"2026-01-25T23:59:00+00:00","exposure":20.02679116328307},{"timestamp":"2026-02-04T23:59:00+00:00","exposure":13.77844512925637},{"timestamp":"2026-02-15T23:59:00+00:00","exposure":12.297914331236713},{"timestamp":"2026-02-25T23:59:00+00:00","exposure":13.023188119511358}]

Price Chart with Buy/Sell Markers

Data source - GET /backtests/{id}/trades * Fields used: buy_time, buy_price, sell_time, sell_price * Transform: priceWithMarkers(trades)

What it shows. Reconstructed price line of the traded asset with green dots for buys and red dots for sells.How to read it. Buys clustered near local lows + sells near highs => good market timing. Buys near local highs => classic FOMO behaviour.Why it matters. The most intuitive sanity check on whether the strategy is actually buying low and selling high vs. simply riding momentum.Insights (auto-derived from price).

Stat	Value
Highest Price	0.2737 @ 2024-06-17 10:05:00 UTC
Lowest Price	0.0197 @ 2026-02-25 23:42:00 UTC
Mean	0.1067
Std Dev	0.0991
Last	0.0199
Points	163
Across 163 points the series ranged from 0.0197 (2026-02-25 23:42:00 UTC) to 0.2737 (2024-06-17 10:05:00 UTC), averaging 0.1067. The most recent value is 0.0199.
Showing 60 of 163 points (down-sampled for readability).

Price Chart with Buy/Sell Markers

[{"timestamp":"2024-06-17T10:02:00Z","price":0.26236},{"timestamp":"2024-06-17T10:06:00Z","price":0.27147},{"timestamp":"2024-06-17T10:10:00Z","price":0.27095},{"timestamp":"2024-06-17T10:13:00Z","price":0.26633},{"timestamp":"2024-06-17T10:18:00Z","price":0.26242},{"timestamp":"2024-06-17T10:22:00Z","price":0.25835},{"timestamp":"2024-06-17T10:24:00Z","price":0.25615},{"timestamp":"2024-06-17T10:27:00Z","price":0.25585},{"timestamp":"2024-06-17T10:32:00Z","price":0.25037},{"timestamp":"2024-06-17T10:38:00Z","price":0.24774},{"timestamp":"2024-06-17T10:40:00Z","price":0.24784},{"timestamp":"2024-08-24T00:59:00Z","price":0.13193},{"timestamp":"2024-08-24T14:14:00Z","price":0.13226},{"timestamp":"2024-08-24T14:36:00Z","price":0.13193},{"timestamp":"2024-08-24T16:13:00Z","price":0.13193},{"timestamp":"2024-08-25T19:38:00Z","price":0.13226},{"timestamp":"2024-08-25T21:54:00Z","price":0.13193},{"timestamp":"2024-09-26T02:00:00Z","price":0.13226},{"timestamp":"2024-10-07T19:01:00Z","price":0.13226},{"timestamp":"2024-10-11T19:24:00Z","price":0.13193},{"timestamp":"2024-10-11T20:25:00Z","price":0.13226},{"timestamp":"2024-10-12T01:31:00Z","price":0.13193},{"timestamp":"2024-10-12T18:49:00Z","price":0.13193},{"timestamp":"2024-10-31T14:06:00Z","price":0.13226},{"timestamp":"2024-12-07T04:48:00Z","price":0.26775},{"timestamp":"2024-12-07T05:30:00Z","price":0.26863},{"timestamp":"2024-12-07T05:54:00Z","price":0.26853},{"timestamp":"2024-12-07T07:27:00Z","price":0.26796},{"timestamp":"2025-01-28T23:03:00Z","price":0.13226},{"timestamp":"2026-02-05T19:44:00Z","price":0.02004},{"timestamp":"2026-02-05T20:16:00Z","price":0.02004},{"timestamp":"2026-02-05T20:28:00Z","price":0.02003},{"timestamp":"2026-02-05T20:48:00Z","price":0.02004},{"timestamp":"2026-02-05T20:51:00Z","price":0.02009},{"timestamp":"2026-02-05T21:10:00Z","price":0.02004},{"timestamp":"2026-02-05T22:48:00Z","price":0.02009},{"timestamp":"2026-02-20T09:46:00Z","price":0.02003},{"timestamp":"2026-02-20T15:27:00Z","price":0.02009},{"timestamp":"2026-02-20T17:39:00Z","price":0.02009},{"timestamp":"2026-02-21T17:50:00Z","price":0.02003},{"timestamp":"2026-02-23T11:39:00Z","price":0.02009},{"timestamp":"2026-02-23T13:14:00Z","price":0.0201},{"timestamp":"2026-02-23T14:28:00Z","price":0.02004},{"timestamp":"2026-02-25T01:34:00Z","price":0.02011},{"timestamp":"2026-02-25T07:00:00Z","price":0.02009},{"timestamp":"2026-02-25T14:43:00Z","price":0.02004},{"timestamp":"2026-02-25T19:57:00Z","price":0.02061},{"timestamp":"2026-02-25T20:35:00Z","price":0.02076},{"timestamp":"2026-02-25T21:03:00Z","price":0.02061},{"timestamp":"2026-02-25T21:14:00Z","price":0.02048},{"timestamp":"2026-02-25T21:19:00Z","price":0.02042},{"timestamp":"2026-02-25T21:35:00Z","price":0.0206},{"timestamp":"2026-02-25T21:50:00Z","price":0.02057},{"timestamp":"2026-02-25T22:02:00Z","price":0.02054},{"timestamp":"2026-02-25T22:07:00Z","price":0.02054},{"timestamp":"2026-02-25T22:50:00Z","price":0.02021},{"timestamp":"2026-02-25T23:01:00Z","price":0.02022},{"timestamp":"2026-02-25T23:38:00Z","price":0.01994},{"timestamp":"2026-02-25T23:41:00Z","price":0.01979},{"timestamp":"2026-02-25T23:52:00Z","price":0.01987}]

Total markers: 100 buys, 100 sells (UI caps each at 500 dots).

Trade Size Distribution (Notional)

Data source - GET /backtests/{id}/trades * Fields used: buy_price, buy_quantity * Transform: tradeSizeDistribution(trades, 25)

What it shows. Histogram of per-trade notional value (buy_price x buy_quantity) in quote currency.How to read it. A tight peak => uniform sizing. A long right-tail => a few oversized positions that dominate PnL and risk.Why it matters. Position-size variance is a hidden risk factor - strategies that ape into one mega-trade are not as repeatable as their headline numbers suggest.Insights (auto-derived from count).

Stat	Value
Most Populated Bin	27 trades @ $5.00
Least Populated Bin	1 trades @ $5.01
Mean	6 trades
Std Dev	8 trades
Last	1 trades
Points	18
Sum	100 trades
Across 18 points the series ranged from 1 trades ( $5.01) to 27 trades ($ 5.00), averaging 6 trades. The most recent value is 1 trades.
Full series - 18 points.

Trade Size Distribution (Notional)

[
  {
    "bin": "$5.00",
    "count": 25,
    "from": 5
  },
  {
    "bin": "$5.00",
    "count": 27,
    "from": 5.001
  },
  {
    "bin": "$5.00",
    "count": 19,
    "from": 5.002
  },
  {
    "bin": "$5.00",
    "count": 2,
    "from": 5.004
  },
  {
    "bin": "$5.01",
    "count": 1,
    "from": 5.006
  },
  {
    "bin": "$5.01",
    "count": 4,
    "from": 5.007
  },
  {
    "bin": "$5.01",
    "count": 3,
    "from": 5.009
  },
  {
    "bin": "$5.01",
    "count": 4,
    "from": 5.011
  },
  {
    "bin": "$5.01",
    "count": 1,
    "from": 5.012
  },
  {
    "bin": "$5.01",
    "count": 1,
    "from": 5.013
  },
  {
    "bin": "$5.01",
    "count": 1,
    "from": 5.015
  },
  {
    "bin": "$5.02",
    "count": 1,
    "from": 5.016
  },
  {
    "bin": "$5.02",
    "count": 1,
    "from": 5.02
  },
  {
    "bin": "$5.02",
    "count": 4,
    "from": 5.021
  },
  {
    "bin": "$5.02",
    "count": 1,
    "from": 5.022
  },
  {
    "bin": "$5.02",
    "count": 2,
    "from": 5.023
  },
  {
    "bin": "$5.03",
    "count": 2,
    "from": 5.026
  },
  {
    "bin": "$5.03",
    "count": 1,
    "from": 5.027
  }
]

Return Distribution by Fill Type

Data source - GET /backtests/{id}/trades * Fields used: fill_type, profit_percentage * Transform: returnByFillType(trades)

What it shows. Stacked histogram showing how TP (take-profit), SL (stop-loss) and TSL (trailing stop-loss) fills are distributed across return bins.How to read it. Healthy strategies have TP fills bunched on the right (positive returns) and SL/TSL fills bunched on the left. Overlap between them indicates fuzzy exit logic.Why it matters. Confirms each exit mechanism does its job. If SL fills land in positive territory, the stop is probably too tight; if TP fills land in red, the order routing is broken.Insights (auto-derived from TP).

Stat	Value
Largest TP Bin	44 trades @ 0.1
Smallest TP Bin	0 trades @ 0.1
Mean	5 trades
Std Dev	11 trades
Last	29 trades
Points	20
Sum	100 trades
Across 20 points the series ranged from 0 trades (0.1) to 44 trades (0.1), averaging 5 trades. The most recent value is 29 trades.
Full series - 20 points.

Return Distribution by Fill Type

[
  {
    "bin": 0.1,
    "TP": 44,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.1,
    "TP": 11,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.1,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.11,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.11,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.11,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.11,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.12,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.12,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.12,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.12,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.13,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.13,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.13,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.13,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.14,
    "TP": 1,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.14,
    "TP": 9,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.14,
    "TP": 6,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.14,
    "TP": 0,
    "SL": 0,
    "TSL": 0
  },
  {
    "bin": 0.15,
    "TP": 29,
    "SL": 0,
    "TSL": 0
  }
]

Monthly Equity Comparison (YoY)

Data source - GET /backtests/{id}/equity * Fields used: timestamp, total_value_exit_net * Transform: monthlyEquityYoY(equity)

What it shows. Equity rebased to 100 at the start of each calendar year, plotted month-by-month so years overlay.How to read it. Lines that consistently end above 100 => profitable in every plotted year. Crossover with the 100 reference line tells you when the year flipped from green to red.Why it matters. Year-over-year overlay is the fastest visual test for regime stability - strategies that worked only in 2021 will stand out clearly.Insights (auto-derived from 2025).

Stat	Value
Best Indexed Value	97.66 @ Jan
Worst Indexed Value	76.21 @ Oct
Mean	84.43
Std Dev	5.51
Last	78.30
Points	12
Across 12 points the series ranged from 76.21 (Oct) to 97.66 (Jan), averaging 84.43. The most recent value is 78.30.
Full series - 12 points.

Monthly Equity Comparison (YoY)

[
  {
    "2025": 97.66212764964725,
    "2026": 94.39870940348304,
    "month": "Jan"
  },
  {
    "2025": 91.98798490587275,
    "2026": 96.5977225440692,
    "month": "Feb"
  },
  {
    "2025": 85.95728565453211,
    "month": "Mar"
  },
  {
    "2025": 83.9946372774105,
    "month": "Apr"
  },
  {
    "2025": 83.03865763886216,
    "month": "May"
  },
  {
    "2024": 99.70201508398517,
    "2025": 81.03515946247737,
    "month": "Jun"
  },
  {
    "2024": 98.81168687746637,
    "2025": 83.1974812901777,
    "month": "Jul"
  },
  {
    "2024": 95.54964670868777,
    "2025": 86.1928218327266,
    "month": "Aug"
  },
  {
    "2024": 99.07725152652691,
    "2025": 83.56934300373004,
    "month": "Sep"
  },
  {
    "2024": 98.90563875806633,
    "2025": 76.20819124303029,
    "month": "Oct"
  },
  {
    "2024": 102.78904421787833,
    "2025": 81.96374797018052,
    "month": "Nov"
  },
  {
    "2024": 102.03882416155254,
    "2025": 78.29972093957444,
    "month": "Dec"
  }
]

Profit by Weekday

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit * Transform: profitByWeekday(trades)

What it shows. Sum of realised profit aggregated by ISO weekday (Mon-Sun).How to read it. Bars above zero => winning days of the week, bars below => losing days. Crypto often shows distinct weekend behaviour.Why it matters. Surfaces calendar effects that a strategy may inadvertently exploit (or be exposed to). Useful for time-based filters in production.Insights (auto-derived from profit).

Stat	Value
Best Weekday	139.33 USDT @ Sun
Worst Weekday	92.54 USDT @ Fri
Mean	119.94 USDT
Std Dev	14.51 USDT
Last	139.33 USDT
Points	7
Sum	839.60 USDT
Across 7 points the series ranged from 92.54 USDT (Fri) to 139.33 USDT (Sun), averaging 119.94 USDT. 100% of points were positive, 0% negative. The most recent value is 139.33 USDT.
Full series - 7 points.

Profit by Weekday

[
  {
    "day": "Mon",
    "profit": 131.400512
  },
  {
    "day": "Tue",
    "profit": 128.333558
  },
  {
    "day": "Wed",
    "profit": 116.820149
  },
  {
    "day": "Thu",
    "profit": 122.572594
  },
  {
    "day": "Fri",
    "profit": 92.5442
  },
  {
    "day": "Sat",
    "profit": 108.600835
  },
  {
    "day": "Sun",
    "profit": 139.326833
  }
]

Profit by Hour (UTC)

Data source - GET /backtests/{id}/trades * Fields used: sell_time, profit * Transform: profitByHour(trades)

What it shows. Sum of realised profit aggregated by hour-of-day (UTC), 0-23.How to read it. Clusters around US/EU/Asia trading sessions reveal which liquidity window the strategy actually monetises.Why it matters. Lets you build a time-of-day filter or schedule the live bot to only run during profitable hours, cutting fees and infra cost.Insights (auto-derived from profit).

Stat	Value
Best Hour (UTC)	53.07 USDT @ 14:00
Worst Hour (UTC)	25.52 USDT @ 23:00
Mean	34.98 USDT
Std Dev	6.94 USDT
Last	25.52 USDT
Points	24
Sum	839.60 USDT
Across 24 points the series ranged from 25.52 USDT (23:00) to 53.07 USDT (14:00), averaging 34.98 USDT. 100% of points were positive, 0% negative. The most recent value is 25.52 USDT.
Full series - 24 points.

Profit by Hour (UTC)

[{"hour":"0:00","profit":37.670536},{"hour":"1:00","profit":36.143536},{"hour":"2:00","profit":32.124415},{"hour":"3:00","profit":28.741449},{"hour":"4:00","profit":28.129663},{"hour":"5:00","profit":29.082644},{"hour":"6:00","profit":30.039927},{"hour":"7:00","profit":32.154309},{"hour":"8:00","profit":33.679713},{"hour":"9:00","profit":31.370398},{"hour":"10:00","profit":29.967026},{"hour":"11:00","profit":31.092879},{"hour":"12:00","profit":36.171185},{"hour":"13:00","profit":44.691173},{"hour":"14:00","profit":53.072004},{"hour":"15:00","profit":49.687737},{"hour":"16:00","profit":46.276684},{"hour":"17:00","profit":40.112649},{"hour":"18:00","profit":35.894275},{"hour":"19:00","profit":33.552401},{"hour":"20:00","profit":33.851599},{"hour":"21:00","profit":30.680986},{"hour":"22:00","profit":29.887115},{"hour":"23:00","profit":25.524376}]

Profit vs. Hold Time

Data source - GET /backtests/{id}/trades * Fields used: buy_time, sell_time, profit_percentage * Transform: holdTimes(trades)

What it shows. Scatter plot: x = trade hold duration in hours, y = realised return %.How to read it. Concentration in the upper-left (short hold + positive return) is ideal - fast turnover with edge. Lower-right (long hold + loss) means the strategy bag-holds losers.Why it matters. Tests whether time-in-market correlates with profitability. Strategies with no relationship are usually noise-driven.Insights (auto-derived from profitPct).

Stat	Value
Best Trade Return	0.15% @ 0.016666666666666666
Worst Trade Return	0.10% @ 0
Mean	0.12%
Std Dev	0.02%
Last	0.10%
Points	100
Across 100 points the series ranged from 0.10% (0) to 0.15% (0.016666666666666666), averaging 0.12%. 100% of points were positive, 0% negative. The most recent value is 0.10%.
Showing 60 of 100 points (down-sampled for readability).

Profit vs. Hold Time

[{"hours":0.15,"profitPct":0.1013740662,"profit":0.0050799315},{"hours":0,"profitPct":0.0998481926,"profit":0.0050036765},{"hours":0,"profitPct":0.1003002173,"profit":0.0050372725},{"hours":0.03333333333333333,"profitPct":0.1014115514,"profit":0.005097981},{"hours":0.1,"profitPct":0.1019502598,"profit":0.005123808},{"hours":0,"profitPct":0.0999411462,"profit":0.00499928},{"hours":0,"profitPct":0.1004104952,"profit":0.005047001},{"hours":1.25,"profitPct":0.1014699154,"profit":0.0050827965},{"hours":0,"profitPct":0.1014079737,"profit":0.0050825575},{"hours":0,"profitPct":0.1035672458,"profit":0.005199635},{"hours":0,"profitPct":0.100056696,"profit":0.005015542},{"hours":0,"profitPct":0.0999589603,"profit":0.005012602},{"hours":0.016666666666666666,"profitPct":0.1020731561,"profit":0.0051238417},{"hours":0.13333333333333333,"profitPct":0.103732881,"profit":0.0052082277},{"hours":0.016666666666666666,"profitPct":0.1000746751,"profit":0.005008085},{"hours":8.816666666666666,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.1,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.13333333333333333,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":22.583333333333332,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.13333333333333333,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.016666666666666666,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.7666666666666667,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.3333333333333333,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.13333333333333333,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.2,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.016666666666666666,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.2,"profitPct":0.099849791,"profit":0.0049765695},{"hours":0.016666666666666666,"profitPct":0.0999430673,"profit":0.0049793595},{"hours":15.1,"profitPct":0.099849791,"profit":0.0049765695},{"hours":0.4166666666666667,"profitPct":0.0999450466,"profit":0.0049842135},{"hours":0.16666666666666666,"profitPct":0.1491766467,"profit":0.007461792},{"hours":0.016666666666666666,"profitPct":0.149326011,"profit":0.007468527},{"hours":0.016666666666666666,"profitPct":0.1491766467,"profit":0.007461792},{"hours":0.016666666666666666,"profitPct":0.1491766467,"profit":0.007461792},{"hours":0,"profitPct":0.1491766467,"profit":0.007461792},{"hours":0.1,"profitPct":0.1491766467,"profit":0.007461792},{"hours":1.5166666666666666,"profitPct":0.149326011,"profit":0.007468527},{"hours":0.18333333333333332,"profitPct":0.149326011,"profit":0.007468527},{"hours":0.13333333333333333,"profitPct":0.149326011,"profit":0.007468527},{"hours":1.5333333333333334,"profitPct":0.149326011,"profit":0.007468527},{"hours":37.63333333333333,"profitPct":0.149326011,"profit":0.007468527},{"hours":0.016666666666666666,"profitPct":0.1491766467,"profit":0.007461792},{"hours":54.7,"profitPct":0.1404796512,"profit":0.0070254885},{"hours":27.85,"profitPct":0.1490274314,"profit":0.007452072},{"hours":0.5333333333333333,"profitPct":0.149326011,"profit":0.007468527},{"hours":0.05,"profitPct":0.1491766467,"profit":0.007461792},{"hours":0.5833333333333334,"profitPct":0.1409024745,"profit":0.007048008},{"hours":0.8166666666666667,"profitPct":0.1393581081,"profit":0.006970425},{"hours":0.55,"profitPct":0.1409024745,"profit":0.007048008},{"hours":0.43333333333333335,"profitPct":0.1414681575,"profit":0.00707421},{"hours":0.5166666666666667,"profitPct":0.1427490234,"profit":0.007139187},{"hours":0.25,"profitPct":0.1436092067,"profit":0.0071816925},{"hours":0.7833333333333333,"profitPct":0.1440411967,"profit":0.007204461},{"hours":0.05,"profitPct":0.1426061493,"profit":0.007132602},{"hours":0.08333333333333333,"profitPct":0.1418938656,"profit":0.0070968075},{"hours":0.18333333333333332,"profitPct":0.1473958333,"profit":0.0073722915},{"hours":0.1,"profitPct":0.1485806773,"profit":0.0074318985},{"hours":0.21666666666666667,"profitPct":0.1020812311,"profit":0.0051046598},{"hours":0.18333333333333332,"profitPct":0.1024633653,"profit":0.0051241242},{"hours":0.08333333333333333,"profitPct":0.1028466599,"profit":0.0051436247}]

Fill Type Breakdown

Data source - GET /backtests/{id}/trades * Fields used: fill_type * Transform: computeKPIs(equity, trades).fillTypes

What it shows. Counts of how many trades closed via TP (take-profit), SL (stop-loss) or TSL (trailing stop-loss).How to read it. TP-dominant => targets do most of the work. SL-dominant => the strategy bleeds via stops. TSL-dominant => relies heavily on trend-following.Why it matters. Tells you how profit was made, not just how much. Two strategies with the same return but different fill mixes have very different live behaviour.Insights (auto-derived from count).

Stat	Value
Most Frequent Exit	100 trades @ TP
Least Frequent Exit	0 trades @ SL
Mean	33 trades
Std Dev	47 trades
Last	0 trades
Points	3
Sum	100 trades
Across 3 points the series ranged from 0 trades (SL) to 100 trades (TP), averaging 33 trades. The most recent value is 0 trades.
Full series - 3 points.

Fill Type Breakdown

[
  {
    "type": "TP",
    "count": 100
  },
  {
    "type": "SL",
    "count": 0
  },
  {
    "type": "TSL",
    "count": 0
  }
]

Machine-Readable Facts

This section is optimized for LLM/RAG consumption. Every metric appears as both a flat key/value row and as canonical JSON so a model can quote exact values without re-deriving them. The JSON below is the exact object whose SHA-256 is published as facts_sha256 in the frontmatter - re-hash it to verify.

JSON
Flat Table

facts.json

{
  "backtest_id": "cf5c9633-eee1-4261-8199-c3fb988c660c",
  "symbol": "ZKUSDT",
  "strategy": "3LongTimeLong.json",
  "strategy_label": "LongTimeLong",
  "status": "completed",
  "period_from": "2024-04-24",
  "period_to": "2026-02-25",
  "duration_days": 618,
  "start_balance_usdt": 10000,
  "final_value_usdt": 7868.11874214,
  "return_pct": -21.3188,
  "total_profit_usdt": 839.59868056,
  "avg_profit_per_trade_usdt": 0.00537539,
  "fulfilled_trades": 156193,
  "active_orders": 784,
  "win_rate_pct": 100,
  "best_trade_usdt": 0.00746853,
  "worst_trade_usdt": 0.00497657,
  "trades_per_month": 7063.640836020857,
  "max_drawdown_pct": 26.254970084306155,
  "max_drawdown_abs_usdt": 2737.466710643199,
  "drawdown_duration_days": 420,
  "recovery_days": null,
  "cagr_pct": -13.212399093491477,
  "volatility_annualized_pct": 22.505169662750482,
  "sharpe_annualized": -0.5171418602311025,
  "sortino_annualized": -0.5982925601010546,
  "time_in_market_pct": 100,
  "final_cash_usdt": 6843.4388368871,
  "final_base_value_usdt": null,
  "final_unrealized_pnl_usdt": -2903.3060213529,
  "median_hold_hours": 0.13333333333333333,
  "avg_hold_hours": 2.6759036144578325,
  "buyhold_return_pct": null,
  "outperformance_vs_buyhold_pp": null
}

Key	Value
`backtest_id`	`cf5c9633-eee1-4261-8199-c3fb988c660c`
`symbol`	`ZKUSDT`
`strategy`	`3LongTimeLong.json`
`strategy_label`	`LongTimeLong`
`status`	`completed`
`period_from`	`2024-04-24`
`period_to`	`2026-02-25`
`duration_days`	618
`start_balance_usdt`	10000
`final_value_usdt`	7868.11874214
`return_pct`	-21.3188
`total_profit_usdt`	839.59868056
`avg_profit_per_trade_usdt`	0.00537539
`fulfilled_trades`	156193
`active_orders`	784
`win_rate_pct`	100
`best_trade_usdt`	0.00746853
`worst_trade_usdt`	0.00497657
`trades_per_month`	7063.640836020857
`max_drawdown_pct`	26.254970084306155
`max_drawdown_abs_usdt`	2737.466710643199
`drawdown_duration_days`	420
`recovery_days`	null
`cagr_pct`	-13.212399093491477
`volatility_annualized_pct`	22.505169662750482
`sharpe_annualized`	-0.5171418602311025
`sortino_annualized`	-0.5982925601010546
`time_in_market_pct`	100
`final_cash_usdt`	6843.4388368871
`final_base_value_usdt`	null
`final_unrealized_pnl_usdt`	-2903.3060213529
`median_hold_hours`	0.13333333333333333
`avg_hold_hours`	2.6759036144578325
`buyhold_return_pct`	null
`outperformance_vs_buyhold_pp`	null

Metric Provenance Index

For every headline metric in this report, this table answers three questions: where did the value come from, what JSON field, and what transform (if any) was applied. Use it to audit any number - or to teach an LLM to cite values verbatim.

Metric	Source	JSON path	Transform	Value in this report
Symbol	`GET /backtests/{id}`	`$.symbol`	direct API value	`ZKUSDT`
Mode	`GET /backtests/{id}`	`$.mode_name`	direct API value	`3LongTimeLong.json`
Status	`GET /backtests/{id}`	`$.status`	direct API value	`completed`
Period start	`GET /backtests/{id}`	`$.config.from`	direct API value	`2024-04-24 00:00:01`
Period end	`GET /backtests/{id}`	`$.config.to`	direct API value	`2026-02-25 23:59:59`
Start balance	`GET /backtests/{id}`	`$.start_balance`	direct API value	10,000.00 USDT
Final value	`GET /backtests/{id}`	`$.final_value`	direct API value	7,868.12 USDT
Return %	`GET /backtests/{id}`	`$.return_pct`	direct API value (cross-check: `(final_value/start_balance - 1) * 100`)	-21.32%
Total profit	`GET /backtests/{id}`	`$.total_profit`	direct API value (cross-check: `Sum trades[].profit`)	+839.60 USDT
Win rate %	`GET /backtests/{id}`	`$.win_rate`	direct API value (cross-check: `100 * count(trades[].profit > 0) / count(trades)`)	100.0%
Trades count	`GET /backtests/{id}`	`$.fulfilled_trades`	direct API value (cross-check: `count(trades)`)	156,193
Best trade	`GET /backtests/{id}`	`$.max_profit`	direct API value (cross-check: `max(trades[].profit)`)	+0.0075 USDT
Worst trade	`GET /backtests/{id}`	`$.min_profit`	direct API value (cross-check: `min(trades[].profit)`)	+0.0050 USDT
Avg profit / trade	`GET /backtests/{id}`	`$.avg_profit`	direct API value	+0.0054 USDT
Trades / month	`derived`	`n/a`	`fulfilled_trades / (durationDays / 30.4375)`	7063.6
Max drawdown %	`GET /backtests/{id}/equity`	`$[].total_value_`	`maxDrawdown(equity)` - running peak vs. trough	-26.25%
Max drawdown abs	`GET /backtests/{id}/equity`	`$[].total_value_`	`maxDrawdown(equity).abs`	-2,737.47 USDT
CAGR %	`GET /backtests/{id}/equity`	`$[].timestamp, $[].total_value_*`	`(final/start)^(365.25/days) - 1`	-13.21%
Volatility (ann.) %	`GET /backtests/{id}/equity`	`$[].timestamp, $[].total_value_*`	`std(daily_returns) * sqrt(365)`	22.51%
Sharpe ratio (ann.)	`GET /backtests/{id}/equity`	`$[].timestamp, $[].total_value_*`	`mean(daily_returns) / std(daily_returns) * sqrt(365)` (rf=0)	-0.52
Sortino ratio (ann.)	`GET /backtests/{id}/equity`	`$[].timestamp, $[].total_value_*`	`mean(daily_returns) / std(downside_returns) * sqrt(365)` (rf=0)	-0.60
Time in market %	`GET /backtests/{id}/equity`	`$[*].base_asset_bal`	`count(samples where base_asset_bal>0) / count(samples) * 100`	100.0%
Total fees	`GET /backtests/{id}/trades`	`$[].buy_fee_in_quote, $[].sell_fee_in_quote`	`Sum (buy_fee_in_quote + sell_fee_in_quote)`	0.75 USDT
Gross profit (winners)	`GET /backtests/{id}/trades`	`$[?(@.profit>0)].profit`	`Sum profit where profit > 0`	+0.61 USDT
Gross loss (losers)	`GET /backtests/{id}/trades`	`$[?(@.profit<0)].profit`	`Sum abs(profit) where profit < 0`	0.00 USDT
Profit factor	`GET /backtests/{id}/trades`	`$[*].profit`	`Sum winners.profit / Sum abs(losers.profit)`	inf
Payoff ratio	`GET /backtests/{id}/trades`	`$[*].profit`	`avg(winners.profit) / avg(abs(losers.profit))`	inf
Expectancy / trade	`GET /backtests/{id}/trades`	`$[*].profit`	`mean(trades[].profit)`	+0.0061 USDT
Max consecutive wins	`GET /backtests/{id}/trades`	`$[*].profit (ordered)`	`longest run where profit > 0`	100
Max consecutive losses	`GET /backtests/{id}/trades`	`$[*].profit (ordered)`	`longest run where profit < 0`	0
Avg holding (h)	`GET /backtests/{id}/trades`	`$[].buy_time, $[].sell_time`	`mean(sell_time - buy_time) / 3600`	2.7h
Median holding (h)	`GET /backtests/{id}/trades`	`$[].buy_time, $[].sell_time`	`median(sell_time - buy_time) / 3600`	0.1h
Total volume (notional)	`GET /backtests/{id}/trades`	`$[].buy_quantity, $[].buy_price`	`Sum (buy_quantity * buy_price)`	1,002 USDT

Any number in the rest of this document that doesn’t appear here is derived from the rows above via a transform documented inline at its point of use.

Raw API Attachments

These blocks are the unmodified API responses that produced every metric in this report. They are large by design - collapse them with the accordions below if you’re reading the doc as prose. Verify their integrity via the fingerprints in the Data Integrity chunk.

Rendered trade sample: 100-row slice from /trades. Full trade population: 156,193 closed trades - fetch the complete list via GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/trades. Aggregate KPIs are computed server-side against the full population, not from this sample.

GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c - backtest summary (verbatim)

backtest.json

{
  "id": "cf5c9633-eee1-4261-8199-c3fb988c660c",
  "status": "completed",
  "error_message": null,
  "created_at": "2026-05-08T13:39:13.939154Z",
  "started_at": "2026-05-10T08:40:59.169092Z",
  "completed_at": "2026-05-10T09:10:27.600524Z",
  "mode_name": "3LongTimeLong.json",
  "symbol": "ZKUSDT",
  "data_file": "",
  "start_balance": 10000,
  "final_value": 7868.11874214,
  "return_pct": -21.3188,
  "total_profit": 839.59868056,
  "fulfilled_trades": 156193,
  "active_orders": 784,
  "win_rate": 100,
  "avg_profit": 0.00537539,
  "max_profit": 0.00746853,
  "min_profit": 0.00497657,
  "elapsed_sec": 1477.77,
  "max_drawdown": -26.255,
  "profit_factor": null,
  "sharpe_ratio": -0.5171,
  "total_fees": 1174.04997708,
  "avg_hold_time_hours": 15.9618,
  "tp_count": 156193,
  "sl_count": 0,
  "tsl_count": 0,
  "start_price": 0.213,
  "end_price": 0.01996,
  "gross_profit_quote": 2013.648658,
  "gross_loss_quote": 0,
  "wins": 156193,
  "losses": 0,
  "breakeven": 0,
  "consecutive_wins_max": 156193,
  "consecutive_losses_max": 0,
  "holding_minutes_p50": 8,
  "holding_minutes_p95": 1003.4,
  "holding_minutes_max": 327517,
  "description": "ZKUSDT | 3LongTimeLong.json | 2024-04-24 - 2026-02-25 | -21.32% | 156193 trades | 100% WR",
  "summary_text": "Backtest ZKUSDT (Mode: 3LongTimeLong.json)\nPeriod: 2024-04-24 00:00:01 to 2026-02-25 23:59:59\nStarting balance: 10,000.00 USDT\nFinal value: 7,868.12 USDT\nP&L: -2,131.88 USDT (-21.32%)\nResult: LOSS\nCompleted trades: 156193\nOpen orders at end: 784\nWin rate: 100.0%\nAvg. profit/trade: 0.005375 USDT\nBest trade: 0.007469 USDT\nWorst trade: 0.004977 USDT\nTotal profit (trades only): 839.598681 USDT\nMax drawdown: -26.25%\nProfit factor: inf (no losing trades)\nSharpe ratio: -0.52\nTotal fees: 1,174.05 USDT\nAvg hold time: 16.0h\nTP / SL / TSL: 156193 / 0 / 0\n\nStrategy parameters:\n  Buy trigger: -0.1% from last buy\n  Buy splits: 9\n  Sell targets: [0.25, 0.35, 0.5, 0.75, 1.0, 2.5, 5.0, 10.0, 15.0]\n  Investment per buy: 25.0 USDT\n  Fees: maker 7.5 bps / taker 7.5 bps\n\nElapsed: 1477.8s",
  "share_token": null,
  "config_hash": "c473337b4a7ee3301739073378d4294674e4c3e5f08b46ab709b00deaac0d26e",
  "config": {
    "to": "2026-02-25 23:59:59",
    "from": "2024-04-24 00:00:01",
    "canBuy": true,
    "symbol": "ZKUSDT",
    "canSell": true,
    "canBuyUp": true,
    "startBal": 10000,
    "stepSize": 0.1,
    "stopLoss": false,
    "tickSize": 0.00001,
    "buySplits": 9,
    "buyVolumes": [
      20,
      15,
      10,
      10,
      10,
      10,
      5,
      5,
      5
    ],
    "canBuyDown": false,
    "minNotional": 5,
    "buyPercentage": 0.1,
    "fees_in_quote": true,
    "intrabar_mode": "OLHC",
    "maker_fee_bps": 7.5,
    "taker_fee_bps": 7.5,
    "sellPercentages": [
      0.25,
      0.35,
      0.5,
      0.75,
      1,
      2.5,
      5,
      10,
      15
    ],
    "triggerCoolDown": 1,
    "investmentPerBuy": 25,
    "assumed_spread_bps": 0,
    "stopLossPercentage": 5,
    "investmentPercentMode": false,
    "minInvestmentPerQuote": 25,
    "order_latency_seconds": 2,
    "trailingStopLossPercentages": [
      0,
      0,
      0,
      0,
      0,
      0,
      0,
      0,
      0
    ],
    "sellCancelDistancePercentage": 1,
    "dontBuyBelowQuoteAssetBalance": 1,
    "investmentPerFreeQuotePercent": 0.01,
    "sellActivateDistancePercentage": 0.1
  },
  "is_duplicate": false,
  "compact": false
}

GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/equity - equity series (verbatim, 619 points)

equity.json

[
  {
    "timestamp": "2024-06-17T23:59:00+00:00",
    "base_asset_bal": 478.7,
    "quote_asset_bal": 9891.9818317335,
    "total_value_mid": 9993.9449317335,
    "total_value_exit_net": 9993.8684594085,
    "total_value": 9993.9449317335,
    "base_cost_quote": 110.3219094225,
    "unrealized_pnl_exit_net": -8.4352817475
  },
  {
    "timestamp": "2024-06-18T23:59:00+00:00",
    "base_asset_bal": 370,
    "quote_asset_bal": 9921.1479641877,
    "total_value_mid": 10002.6219641877,
    "total_value_exit_net": 10002.5608586877,
    "total_value": 10002.6219641877,
    "base_cost_quote": 85.2546830925,
    "unrealized_pnl_exit_net": -3.8417885925
  },
  {
    "timestamp": "2024-06-19T23:59:00+00:00",
    "base_asset_bal": 545,
    "quote_asset_bal": 9884.2013015504,
    "total_value_mid": 10006.3903015504,
    "total_value_exit_net": 10006.2986598004,
    "total_value": 10006.3903015504,
    "base_cost_quote": 125.4292044023,
    "unrealized_pnl_exit_net": -3.3318461522
  },
  {
    "timestamp": "2024-06-20T23:59:00+00:00",
    "base_asset_bal": 1401.6,
    "quote_asset_bal": 9705.9544971317,
    "total_value_mid": 9983.8917771317,
    "total_value_exit_net": 9983.6833241717,
    "total_value": 9983.8917771317,
    "base_cost_quote": 305.8787751535,
    "unrealized_pnl_exit_net": -28.1499481135
  },
  {
    "timestamp": "2024-06-21T23:59:00+00:00",
    "base_asset_bal": 2470.4,
    "quote_asset_bal": 9507.753825329,
    "total_value_mid": 9957.860705329,
    "total_value_exit_net": 9957.523125169,
    "total_value": 9957.860705329,
    "base_cost_quote": 506.4462009882,
    "unrealized_pnl_exit_net": -56.6769011482
  },
  {
    "timestamp": "2024-06-22T23:59:00+00:00",
    "base_asset_bal": 2278.8,
    "quote_asset_bal": 9545.0662865339,
    "total_value_mid": 9959.3521265339,
    "total_value_exit_net": 9959.0414121539,
    "total_value": 9959.3521265339,
    "base_cost_quote": 471.3049968372,
    "unrealized_pnl_exit_net": -57.3298712172
  },
  {
    "timestamp": "2024-06-23T23:59:00+00:00",
    "base_asset_bal": 3733.9,
    "quote_asset_bal": 9290.9098768192,
    "total_value_mid": 9917.8316868192,
    "total_value_exit_net": 9917.3614954617,
    "total_value": 9917.8316868192,
    "base_cost_quote": 726.9701439938,
    "unrealized_pnl_exit_net": -100.5185253513
  },
  {
    "timestamp": "2024-06-24T23:59:00+00:00",
    "base_asset_bal": 3555.4,
    "quote_asset_bal": 9323.7887887486,
    "total_value_mid": 9926.7846287486,
    "total_value_exit_net": 9926.3323818686,
    "total_value": 9926.7846287486,
    "base_cost_quote": 696.898089856,
    "unrealized_pnl_exit_net": -94.354496736
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    "timestamp": "2026-02-14T23:59:00+00:00",
    "base_asset_bal": 42390.2999999928,
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    "total_value_mid": 8003.8532613331,
    "total_value_exit_net": 8003.1182135311,
    "total_value": 8003.8532613331,
    "base_cost_quote": 3737.795385605,
    "unrealized_pnl_exit_net": -2758.4666974072
  },
  {
    "timestamp": "2026-02-15T23:59:00+00:00",
    "base_asset_bal": 44651.4999999929,
    "quote_asset_bal": 6974.7591915815,
    "total_value_mid": 7953.5200715814,
    "total_value_exit_net": 7952.7860009214,
    "total_value": 7953.5200715814,
    "base_cost_quote": 3787.8445013102,
    "unrealized_pnl_exit_net": -2809.8176919704
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  {
    "timestamp": "2026-02-16T23:59:00+00:00",
    "base_asset_bal": 44195.8999999929,
    "quote_asset_bal": 6985.4597519338,
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    "total_value": 7959.9793469336,
    "base_cost_quote": 3777.8364559015,
    "unrealized_pnl_exit_net": -2804.0477505979
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  {
    "timestamp": "2026-02-17T23:59:00+00:00",
    "base_asset_bal": 44197.2999999928,
    "quote_asset_bal": 6986.2483614095,
    "total_value_mid": 7955.4951504094,
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    "total_value": 7955.4951504094,
    "base_cost_quote": 3777.8335227032,
    "unrealized_pnl_exit_net": -2809.3136687952
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  {
    "timestamp": "2026-02-18T23:59:00+00:00",
    "base_asset_bal": 50816.8999999928,
    "quote_asset_bal": 6846.508958056,
    "total_value_mid": 7889.2717460559,
    "total_value_exit_net": 7888.4896739649,
    "total_value": 7889.2717460559,
    "base_cost_quote": 3917.9714774007,
    "unrealized_pnl_exit_net": -2875.9907614919
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  {
    "timestamp": "2026-02-19T23:59:00+00:00",
    "base_asset_bal": 54290.8999999928,
    "quote_asset_bal": 6777.1102248385,
    "total_value_mid": 7859.1278618384,
    "total_value_exit_net": 7858.3163486106,
    "total_value": 7859.1278618384,
    "base_cost_quote": 3988.0414514965,
    "unrealized_pnl_exit_net": -2906.8353277244
  },
  {
    "timestamp": "2026-02-20T23:59:00+00:00",
    "base_asset_bal": 52290.2999999929,
    "quote_asset_bal": 6818.0362449458,
    "total_value_mid": 7882.1438499457,
    "total_value_exit_net": 7881.3457692419,
    "total_value": 7882.1438499457,
    "base_cost_quote": 3948.0009556305,
    "unrealized_pnl_exit_net": -2884.6914313344
  },
  {
    "timestamp": "2026-02-21T23:59:00+00:00",
    "base_asset_bal": 55037.5999999928,
    "quote_asset_bal": 6763.2697386086,
    "total_value_mid": 7851.9134666084,
    "total_value_exit_net": 7851.0969838124,
    "total_value": 7851.9134666084,
    "base_cost_quote": 4003.05688263,
    "unrealized_pnl_exit_net": -2915.2296374261
  },
  {
    "timestamp": "2026-02-22T23:59:00+00:00",
    "base_asset_bal": 61462.7999999928,
    "quote_asset_bal": 6638.4777376318,
    "total_value_mid": 7814.2611016317,
    "total_value_exit_net": 7813.3792641087,
    "total_value": 7814.2611016317,
    "base_cost_quote": 4128.1790088962,
    "unrealized_pnl_exit_net": -2953.2774824194
  },
  {
    "timestamp": "2026-02-23T23:59:00+00:00",
    "base_asset_bal": 50953.0999999927,
    "quote_asset_bal": 6850.8820809713,
    "total_value_mid": 7865.8678329712,
    "total_value_exit_net": 7865.1065936572,
    "total_value": 7865.8678329712,
    "base_cost_quote": 3917.9725662167,
    "unrealized_pnl_exit_net": -2903.7480535309
  },
  {
    "timestamp": "2026-02-24T23:59:00+00:00",
    "base_asset_bal": 55307.6999999927,
    "quote_asset_bal": 6767.0787600916,
    "total_value_mid": 7825.1150610914,
    "total_value_exit_net": 7824.3215338657,
    "total_value": 7825.1150610914,
    "base_cost_quote": 4003.0537382735,
    "unrealized_pnl_exit_net": -2945.8109644994
  },
  {
    "timestamp": "2026-02-25T23:59:00+00:00",
    "base_asset_bal": 51375.1999999927,
    "quote_asset_bal": 6843.4388368871,
    "total_value_mid": 7868.8878288869,
    "total_value_exit_net": 7868.1187421429,
    "total_value": 7868.8878288869,
    "base_cost_quote": 3927.9859266088,
    "unrealized_pnl_exit_net": -2903.3060213529
  }
]

Verbatim trades.json payload is intentionally not embedded in this report (deprecated). The CSV attachment below is a 100-row audit sample of the full ledger, not the complete trade list - fetch the canonical full population (156,193 closed trades) via GET /backtests/cf5c9633-eee1-4261-8199-c3fb988c660c/trades (paginate through all pages).

100-row audit sample from 156,193 closed trades (RFC 4180 CSV)

trades.csv

id,symbol,buy_time,sell_time,buy_price,sell_price,buy_quantity,sell_quantity,quantity,profit,profit_percentage,buy_fee_in_quote,sell_fee_in_quote,fee_buy,fee_sell,fill_type
,,2024-06-17T10:02:00Z,2024-06-17T10:11:00Z,0.26236,0.26302,19.1,,,0.0050799315,0.1013740662,0.003758307,0.0037677615,,,TP
,,2024-06-17T10:04:00Z,2024-06-17T10:05:00Z,0.27297,0.27366,18.4,,,0.005152506,0.102585449,0.003766986,0.003776508,,,TP
,,2024-06-17T10:05:00Z,2024-06-17T10:05:00Z,0.27996,0.28066,17.9,,,0.0050036765,0.0998481926,0.003758463,0.0037678605,,,TP
,,2024-06-17T10:06:00Z,2024-06-17T10:06:00Z,0.27147,0.27215,18.5,,,0.0050372725,0.1003002173,0.0037666463,0.0037760813,,,TP
,,2024-06-17T10:08:00Z,2024-06-17T10:08:00Z,0.27047,0.27115,18.5,,,0.0050650225,0.1012256442,0.0037527713,0.0037622063,,,TP
,,2024-06-17T10:08:00Z,2024-06-17T10:10:00Z,0.27027,0.27095,18.6,,,0.005097981,0.1014115514,0.0037702665,0.0037797525,,,TP
,,2024-06-17T10:11:00Z,2024-06-17T10:13:00Z,0.26566,0.26633,18.9,,,0.0051220417,0.1020129112,0.0037657305,0.0037752278,,,TP
,,2024-06-17T10:12:00Z,2024-06-17T10:18:00Z,0.26176,0.26242,19.2,,,0.005123808,0.1019502598,0.003769344,0.003778848,,,TP
,,2024-06-17T10:15:00Z,2024-06-17T10:15:00Z,0.27186,0.27254,18.4,,,0.00499928,0.0999411462,0.003751668,0.003761052,,,TP
,,2024-06-17T10:16:00Z,2024-06-17T10:16:00Z,0.26825,0.26893,18.7,,,0.005154339,0.103304753,0.0037622063,0.0037515735,,,TP
,,2024-06-17T10:18:00Z,2024-06-17T10:18:00Z,0.26736,0.26803,18.8,,,0.005047001,0.1004104952,0.003769776,0.003779223,,,TP
,,2024-06-17T10:19:00Z,2024-06-17T10:21:00Z,0.26025,0.26091,19.3,,,0.005194209,0.1034121037,0.0037671188,0.0037766723,,,TP
,,2024-06-17T10:21:00Z,2024-06-17T11:36:00Z,0.26226,0.26292,19.1,,,0.0050827965,0.1014699154,0.0037568745,0.003766329,,,TP
,,2024-06-17T10:22:00Z,2024-06-17T10:22:00Z,0.25835,0.259,19.4,,,0.0050825575,0.1014079737,0.0037589925,0.00376845,,,TP
,,2024-06-17T10:23:00Z,2024-06-17T10:23:00Z,0.25675,0.2574,19.5,,,0.0051555562,0.1029746835,0.0037549688,0.003764475,,,TP
,,2024-06-17T10:24:00Z,2024-06-17T10:24:00Z,0.25615,0.2568,19.6,,,0.005199635,0.1035672458,0.003765405,0.00377496,,,TP
,,2024-06-17T10:25:00Z,2024-06-17T10:25:00Z,0.25615,0.2568,19.6,,,0.005199635,0.1035672458,0.003765405,0.00377496,,,TP
,,2024-06-17T10:26:00Z,2024-06-17T10:26:00Z,0.25575,0.25639,19.6,,,0.005015542,0.100056696,0.003759525,0.003768933,,,TP
,,2024-06-17T10:27:00Z,2024-06-17T10:27:00Z,0.25585,0.25649,19.6,,,0.005012602,0.0999589603,0.003760995,0.003770403,,,TP
,,2024-06-17T10:27:00Z,2024-06-17T10:28:00Z,0.24664,0.24726,20.3,,,0.0050663725,0.1011899935,0.003755094,0.0037645335,,,TP
,,2024-06-17T10:31:00Z,2024-06-17T10:32:00Z,0.24974,0.25037,20.1,,,0.0051238417,0.1020731561,0.0037648305,0.0037743278,,,TP
,,2024-06-17T10:33:00Z,2024-06-17T10:33:00Z,0.24424,0.24486,20.5,,,0.0051900875,0.1036582869,0.00375519,0.0037647225,,,TP
,,2024-06-17T10:34:00Z,2024-06-17T10:42:00Z,0.24023,0.24084,20.9,,,0.0052082277,0.103732881,0.0037656053,0.003775167,,,TP
,,2024-06-17T10:38:00Z,2024-06-17T10:39:00Z,0.24774,0.24836,20.2,,,0.005008085,0.1000746751,0.003753261,0.003762654,,,TP
,,2024-06-17T10:40:00Z,2024-06-17T10:40:00Z,0.24784,0.24846,20.2,,,0.005005055,0.0999737734,0.003754776,0.003764169,,,TP
,,2024-08-24T00:59:00Z,2024-08-24T09:48:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-24T14:12:00Z,2024-08-24T14:14:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-24T14:15:00Z,2024-08-24T14:21:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-24T14:36:00Z,2024-08-24T14:49:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-24T16:13:00Z,2024-08-24T16:21:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-24T21:03:00Z,2024-08-25T19:38:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-25T21:24:00Z,2024-08-25T21:29:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-08-25T21:54:00Z,2024-08-25T22:02:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-09-26T00:23:00Z,2024-09-26T02:00:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-07T19:00:00Z,2024-10-07T19:01:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-11T18:20:00Z,2024-10-11T19:06:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-11T19:24:00Z,2024-10-11T20:02:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-11T20:05:00Z,2024-10-11T20:25:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-12T00:31:00Z,2024-10-12T01:00:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-12T01:31:00Z,2024-10-12T01:39:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-12T18:49:00Z,2024-10-12T19:01:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-10-31T14:04:00Z,2024-10-31T14:06:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-11-15T04:39:00Z,2024-11-15T04:40:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2024-12-07T04:48:00Z,2024-12-07T04:56:00Z,0.26775,0.26842,18.7,,,0.0049824285,0.1000457516,0.0037551938,0.003744459,,,TP
,,2024-12-07T05:18:00Z,2024-12-07T05:30:00Z,0.26796,0.26863,18.7,,,0.0049765695,0.099849791,0.003758139,0.0037473885,,,TP
,,2024-12-07T05:53:00Z,2024-12-07T05:54:00Z,0.26786,0.26853,18.7,,,0.0049793595,0.0999430673,0.0037567365,0.0037459935,,,TP
,,2024-12-07T07:15:00Z,2024-12-07T07:19:00Z,0.26786,0.26853,18.7,,,0.0049793595,0.0999430673,0.0037567365,0.0037459935,,,TP
,,2024-12-07T07:27:00Z,2024-12-07T22:33:00Z,0.26796,0.26863,18.7,,,0.0049765695,0.099849791,0.003758139,0.0037473885,,,TP
,,2025-01-28T23:00:00Z,2025-01-28T23:03:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2025-02-02T13:13:00Z,2025-02-02T13:38:00Z,0.13193,0.13226,37.9,,,0.0049842135,0.0999450466,0.0037501103,0.003749571,,,TP
,,2026-02-05T19:44:00Z,2026-02-05T19:54:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T20:16:00Z,2026-02-05T20:23:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T20:23:00Z,2026-02-05T20:24:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-05T20:28:00Z,2026-02-05T20:30:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-05T20:30:00Z,2026-02-05T20:31:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T20:48:00Z,2026-02-05T20:49:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T20:50:00Z,2026-02-05T20:51:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-05T20:50:00Z,2026-02-05T20:50:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T20:51:00Z,2026-02-05T20:56:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T21:10:00Z,2026-02-05T21:16:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-05T21:17:00Z,2026-02-05T22:48:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-19T12:01:00Z,2026-02-20T01:46:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-20T09:46:00Z,2026-02-20T09:57:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-20T15:04:00Z,2026-02-20T15:27:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-20T17:31:00Z,2026-02-20T17:39:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-21T16:10:00Z,2026-02-21T17:42:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-21T17:50:00Z,2026-02-21T19:01:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-21T22:01:00Z,2026-02-23T11:39:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-23T13:12:00Z,2026-02-23T13:12:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-23T13:13:00Z,2026-02-23T13:14:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-23T13:52:00Z,2026-02-25T20:34:00Z,0.02064,0.0207,242.3,,,0.0070254885,0.1404796512,0.003750804,0.0037617075,,,TP
,,2026-02-23T14:28:00Z,2026-02-23T14:31:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-23T21:43:00Z,2026-02-25T01:34:00Z,0.02005,0.02011,249.4,,,0.007452072,0.1490274314,0.0037503525,0.0037615755,,,TP
,,2026-02-25T02:32:00Z,2026-02-25T22:50:00Z,0.02015,0.02021,248.2,,,0.007378986,0.1475434243,0.0037509225,0.0037620915,,,TP
,,2026-02-25T06:28:00Z,2026-02-25T07:00:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-25T07:01:00Z,2026-02-25T07:57:00Z,0.02003,0.02009,249.7,,,0.007468527,0.149326011,0.0037511183,0.0037623548,,,TP
,,2026-02-25T14:43:00Z,2026-02-25T14:46:00Z,0.02004,0.0201,249.6,,,0.007461792,0.1491766467,0.003751488,0.00376272,,,TP
,,2026-02-25T19:57:00Z,2026-02-25T20:32:00Z,0.02061,0.02067,242.7,,,0.007048008,0.1409024745,0.0037515353,0.0037624568,,,TP
,,2026-02-25T20:34:00Z,2026-02-25T20:35:00Z,0.0207,0.02076,241.6,,,0.006983448,0.1396376812,0.00375084,0.003761712,,,TP
,,2026-02-25T20:47:00Z,2026-02-25T21:36:00Z,0.02072,0.02078,241.4,,,0.006970425,0.1393581081,0.003751356,0.003762219,,,TP
,,2026-02-25T20:51:00Z,2026-02-25T21:36:00Z,0.02067,0.02073,241.9,,,0.007003005,0.1400580552,0.0037500548,0.0037609403,,,TP
,,2026-02-25T21:03:00Z,2026-02-25T21:36:00Z,0.02061,0.02067,242.7,,,0.007048008,0.1409024745,0.0037515353,0.0037624568,,,TP
,,2026-02-25T21:10:00Z,2026-02-25T21:36:00Z,0.02057,0.02063,243.1,,,0.00707421,0.1414681575,0.0037504253,0.0037613648,,,TP
,,2026-02-25T21:12:00Z,2026-02-25T21:35:00Z,0.02054,0.0206,243.5,,,0.0070968075,0.1418938656,0.0037511175,0.003762075,,,TP
,,2026-02-25T21:14:00Z,2026-02-25T21:45:00Z,0.02048,0.02054,244.2,,,0.007139187,0.1427490234,0.003750912,0.003761901,,,TP
,,2026-02-25T21:15:00Z,2026-02-25T21:34:00Z,0.02045,0.02051,244.5,,,0.00715896,0.1431784841,0.0037500188,0.0037610212,,,TP
,,2026-02-25T21:19:00Z,2026-02-25T21:34:00Z,0.02042,0.02048,244.9,,,0.0071816925,0.1436092067,0.0037506435,0.003761664,,,TP
,,2026-02-25T21:32:00Z,2026-02-25T22:19:00Z,0.02039,0.02045,245.3,,,0.007204461,0.1440411967,0.0037512503,0.0037622888,,,TP
,,2026-02-25T21:45:00Z,2026-02-25T21:50:00Z,0.02051,0.02057,243.8,,,0.007116522,0.1423208191,0.0037502535,0.0037612245,,,TP
,,2026-02-25T21:57:00Z,2026-02-25T22:00:00Z,0.02049,0.02055,244.1,,,0.007132602,0.1426061493,0.0037512068,0.0037621913,,,TP
,,2026-02-25T22:02:00Z,2026-02-25T22:04:00Z,0.02054,0.0206,243.5,,,0.0070968075,0.1418938656,0.0037511175,0.003762075,,,TP
,,2026-02-25T22:07:00Z,2026-02-25T22:12:00Z,0.02054,0.0206,243.5,,,0.0070968075,0.1418938656,0.0037511175,0.003762075,,,TP
,,2026-02-25T22:50:00Z,2026-02-25T23:01:00Z,0.02016,0.02022,248.1,,,0.0073722915,0.1473958333,0.003751272,0.0037624365,,,TP
,,2026-02-25T22:52:00Z,2026-02-25T22:57:00Z,0.02019,0.02025,247.7,,,0.007349259,0.1469539376,0.0037507973,0.0037619438,,,TP
,,2026-02-25T23:23:00Z,2026-02-25T23:29:00Z,0.02008,0.02014,249.1,,,0.0074318985,0.1485806773,0.003751446,0.0037626555,,,TP
,,2026-02-25T23:38:00Z,2026-02-25T23:38:00Z,0.01994,0.01999,250.8,,,0.005029167,0.1005641926,0.003750714,0.003760119,,,TP
,,2026-02-25T23:39:00Z,2026-02-25T23:52:00Z,0.01982,0.01987,252.3,,,0.0051046598,0.1020812311,0.0037504395,0.0037599008,,,TP
,,2026-02-25T23:41:00Z,2026-02-25T23:52:00Z,0.01979,0.01984,252.7,,,0.0051241242,0.1024633653,0.0037506998,0.003760176,,,TP
,,2026-02-25T23:42:00Z,2026-02-25T23:52:00Z,0.01974,0.01979,253.3,,,0.0051552883,0.1031028369,0.0037501065,0.0037596053,,,TP
,,2026-02-25T23:47:00Z,2026-02-25T23:52:00Z,0.01976,0.01981,253.1,,,0.0051436247,0.1028466599,0.003750942,0.0037604333,,,TP

Frequently Asked Questions

Deterministic Q&A - every question is always present so this section can be sliced into stable RAG chunks. Missing API fields render as _null_; metrics that can’t be derived locally render as “not available”.

What strategy was tested and on which trading pair?

The LongTimeLong strategy was tested on ZKUSDT over 2024-04-24 to 2026-02-25._{Source: bt.mode_name, bt.symbol, bt.config.from, bt.config.to}

What is the current status of this backtest?

Completed. Final metrics are available below._{Source: bt.status, bt.error_message}

What was the total return?

-21.32% - turning 10,000.00 USDT into 7,868.12 USDT (net profit 839.60 USDT)._{Source: bt.return_pct, bt.start_balance, bt.final_value, bt.total_profit}

What was the annualized growth rate (CAGR)?

Compound Annual Growth Rate is -13.21% over a 618 day window._{Source: derived from equity series (eqStats.cagrPct, eqStats.durationDays)}

Did it beat Buy & Hold of ZKUSDT?

Buy & Hold comparison is not available - token return for the window was not provided._{Source: bt.return_pct, opts.tokenReturnPct, outperformDelta}

What was the worst drawdown?

The maximum peak-to-trough loss was -26.25% (2,737.47 USDT), lasting around 420 days underwater and did not recover within the window._{Source: derived from equity series (eqStats.maxDrawdownPct, .maxDrawdownAbs, .underwaterDays, .recoveryDays)}

How many trades did it take and what was the win rate?

156,193 trades were filled with a 100.0% win rate (~7063.6 trades per month). 784 positions were still open at the end of the window._{Source: bt.fulfilled_trades, bt.win_rate, bt.active_orders, derived tradesPerMonth}

What was the average, best, and worst trade?

Average trade profit was 0.01 USDT, the best single trade made 0.01 USDT, the worst single trade still finished positive at +0.00 USDT (no closed trade ended in a loss)._{Source: bt.avg_profit, bt.max_profit, bt.min_profit}

What was the profit factor and expectancy?

Profit factor Infinity (gross profit / gross loss) and expectancy 0.01 USDT per trade. Payoff ratio (avg win / avg loss) is Infinity._{Source: derived from trades (stats.profitFactor, .expectancy, .payoffRatio)}

What were the longest winning and losing streaks?

Longest winning streak: 100 trades. Longest losing streak: 0 trades._{Source: derived from trades (stats.consecWinsMax, .consecLossesMax)}

How much was paid in fees?

Total fees were 0.75 USDT (buy: 0.38, sell: 0.38) over 100 trades. Computed as Sum(buy_fee_in_quote + sell_fee_in_quote) over every row of GET /backtests/{id}/trades - the API summary field bt.total_fees is used only for cross-checking, not as the source of truth._{Source: derived from trades[].buy_fee_in_quote + trades[].sell_fee_in_quote (analyzeTrades -> stats.totalFees / .buyFees / .sellFees)}

Is the risk-adjusted return any good?

Annualized Sharpe is -0.52 and Sortino is -0.60. Sharpe > 1 is generally considered good, > 2 very good, > 3 excellent (caveat: crypto Sharpe is easily inflated by short windows)._{Source: derived from equity series (eqStats.sharpeAnnualized, .sortinoAnnualized)}

How volatile was the equity curve?

Annualized volatility of daily returns was 22.51%._{Source: derived from equity series (eqStats.volatilityAnnualizedPct)}

How long does the strategy hold positions?

The median hold time is 8.0 minutes (mean 2.7 hours, range 1.0 minutes - 2.3 days)._{Source: derived from trades (stats.medianHoldingHours, .avgHoldingHours, .minHoldingHours, .maxHoldingHours)}

How much of the time was capital deployed?

The strategy was in the market 100.0% of the period - the remainder sat in cash awaiting setups._{Source: derived from equity series (eqStats.timeInMarketPct)}

What were the best and worst months?

Best month: 2026-02 with 0.36 USDT. Worst month: 2024-09 with 0.00 USDT._{Source: derived from trades (stats.bestMonth, .worstMonth)}

When did the backtest run and how long did it take?

Created at 2026-05-08T13:39:13.939154Z, started at 2026-05-10T08:40:59.169092Z, completed at 2026-05-10T09:10:27.600524Z. Engine elapsed time: 1477.77 s._{Source: bt.created_at, bt.started_at, bt.completed_at, bt.elapsed_sec}

What configuration parameters were used?

Initial capital 10,000.00 USDT, data file null, timeframe null, fee % null, cloned from a base mode: no._{Source: bt.start_balance, bt.data_file, bt.config.timeframe, bt.config.fee_pct, bt.is_duplicate}

Where can I find a one-line summary written by the engine?

Engine summary: Backtest ZKUSDT (Mode: 3LongTimeLong.json)
Period: 2024-04-24 00:00:01 to 2026-02-25 23:59:59
Starting balance: 10,000.00 USDT
Final value: 7,868.12 USDT
P&L: -2,131.88 USDT (-21.32%)
Result: LOSS
Completed trades: 156193
Open orders at end: 784
Win rate: 100.0%
Avg. profit/trade: 0.005375 USDT
Best trade: 0.007469 USDT
Worst trade: 0.004977 USDT
Total profit (trades only): 839.598681 USDT
Max drawdown: -26.25%
Profit factor: inf (no losing trades)
Sharpe ratio: -0.52
Total fees: 1,174.05 USDT
Avg hold time: 16.0h
TP / SL / TSL: 156193 / 0 / 0

Strategy parameters:
  Buy trigger: -0.1% from last buy
  Buy splits: 9
  Sell targets: [0.25, 0.35, 0.5, 0.75, 1.0, 2.5, 5.0, 10.0, 15.0]
  Investment per buy: 25.0 USDT
  Fees: maker 7.5 bps / taker 7.5 bps

Elapsed: 1477.8s

_{Source: bt.summary_text}

Are these results guaranteed for live trading?

No. This is a historical backtest. It excludes live slippage variance, exchange outages, latency, and regime changes. Treat it as evidence the rules can be profitable, not a forward guarantee._{Source: static disclaimer}

Glossary

Definitions for every metric used in this report. Use these to disambiguate when answering questions.

Term	Definition
Return %	Total percentage change of portfolio value over the backtest window: `(final_value - start_balance) / start_balance x 100`.
CAGR	Compound Annual Growth Rate. Annualized return assuming compounding: `(final/start)^(365.25/days) - 1`.
Win Rate	Share of closed trades with positive net P&L (after fees): `wins / (wins + losses) x 100`.
Max Drawdown	Largest peak-to-trough decline of equity, measured in % of the previous peak. The single most important risk metric.
Drawdown Duration	Number of days spent below the previous equity peak before recovering (or end of window if not recovered).
Sharpe Ratio (annualized)	Mean daily return divided by standard deviation of daily returns, scaled by 365. Risk-adjusted return - higher is better, > 1 is decent.
Sortino Ratio (annualized)	Like Sharpe but only penalizes downside volatility. Often more representative for asymmetric strategies.
Volatility (ann.)	Standard deviation of daily returns x 365, expressed as a percentage.
Time in Market	Fraction of the period where the strategy held base-asset exposure (not 100% cash).
Buy & Hold	Reference benchmark: simply buying the underlying token at the start and holding to the end of the window.
Outperformance (pp)	Strategy return minus Buy & Hold return, in percentage points (not percent change).
Fulfilled Trades	Round-trip trades that have both an entry fill and an exit fill within the window.
Active Orders	Open positions still pending exit at the end of the backtest - their unrealized P&L is included in `final_value`.
Lookahead Bias	Using information that wouldn’t have been available at trade time. The validator flags trades whose `buy_time` precedes the configured `from` date.

How to Read This Report

Data source - GET /backtests/{id} * Fields used: return_pct, fulfilled_trades, win_rate

Check the headline return

The strategy returned -21.32% over the tested window. Compare against Buy & Hold to judge true edge.

Validate trade frequency

156,193 executed trades - statistically meaningful sample size.

Inspect the win rate

Win rate of 100.0% indicates a high-probability setup.

Review the equity curve

Look for steady upward slope vs. spiky behaviour. Smooth growth is more robust to live deployment than lumpy gains.

Reproduce This Run

Data source - GET /backtests/{id} * Fields used: symbol, mode_name, config (replayed verbatim)

The backtester UI lives at uncoded.ch/backtesting. The REST API endpoint below accepts the same JSON payload - authenticate with your X-API-Key. Payload fields are validated against ENGINE.md Section 20; non-engine keys are stripped so the replay produces the exact same run.

curl -X POST https://uncoded-backtest-api-production.up.railway.app/backtests \
  -H "X-API-Key: $UNCODED_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"symbol":"ZKUSDT","mode_name":"3LongTimeLong.json","interval":"1m","from":"2024-04-24 00:00:01","to":"2026-02-25 23:59:59","canBuy":true,"canSell":true,"canBuyUp":true,"startBal":10000,"stepSize":0.1,"stopLoss":false,"tickSize":0.00001,"buySplits":9,"buyVolumes":[20,15,10,10,10,10,5,5,5],"canBuyDown":false,"minNotional":5,"buyPercentage":0.1,"fees_in_quote":true,"intrabar_mode":"OLHC","maker_fee_bps":7.5,"taker_fee_bps":7.5,"sellPercentages":[0.25,0.35,0.5,0.75,1,2.5,5,10,15],"triggerCoolDown":1,"investmentPerBuy":25,"assumed_spread_bps":0,"stopLossPercentage":5,"investmentPercentMode":false,"minInvestmentPerQuote":25,"order_latency_seconds":2,"trailingStopLossPercentages":[0,0,0,0,0,0,0,0,0],"sellCancelDistancePercentage":1,"dontBuyBelowQuoteAssetBalance":1,"investmentPerFreeQuotePercent":0.01,"sellActivateDistancePercentage":0.1}'

Structured Data (JSON-LD)

Schema.org Dataset markup with 34 PropertyValue KPIs. Every numeric value is finite + range-validated; invalid / null fields are omitted so the JSON stays schema.org-compliant.

schema.org

{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "ZKUSDT LongTimeLong Backtest",
  "alternateName": "ZKUSDT-3LongTimeLong.json-cf5c9633-eee1-4261-8199-c3fb988c660c",
  "description": "Backtest of the LongTimeLong strategy on ZKUSDT: -21.32% return over 2024-04-24 to 2026-02-25.",
  "identifier": "cf5c9633-eee1-4261-8199-c3fb988c660c",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "isAccessibleForFree": true,
  "inLanguage": "en",
  "creativeWorkStatus": "completed",
  "creator": {
    "@type": "Organization",
    "name": "uncoded.ch",
    "url": "https://uncoded.ch/backtesting"
  },
  "publisher": {
    "@type": "Organization",
    "name": "uncoded.ch",
    "url": "https://uncoded.ch"
  },
  "keywords": [
    "ZKUSDT",
    "LongTimeLong",
    "crypto backtest",
    "trading strategy",
    "quantitative finance",
    "algorithmic trading"
  ],
  "about": [
    {
      "@type": "Thing",
      "name": "ZKUSDT",
      "description": "Trading pair: ZKUSDT"
    },
    {
      "@type": "Thing",
      "name": "LongTimeLong",
      "description": "Trading strategy: LongTimeLong"
    }
  ],
  "measurementTechnique": "Historical OHLCV replay with deterministic order-fill simulation (TP / SL / Trailing-SL)",
  "variableMeasured": [
    {
      "@type": "PropertyValue",
      "name": "Return",
      "value": -21.3188,
      "unitText": "%",
      "unitCode": "P1",
      "description": "Total percentage return over the backtest window"
    },
    {
      "@type": "PropertyValue",
      "name": "Win Rate",
      "value": 100,
      "unitText": "%",
      "unitCode": "P1",
      "description": "Share of closed trades with positive net P&L",
      "minValue": 0,
      "maxValue": 100
    },
    {
      "@type": "PropertyValue",
      "name": "Net Profit",
      "value": 839.59868056,
      "unitText": "USDT",
      "description": "Total realized profit in quote currency"
    },
    {
      "@type": "PropertyValue",
      "name": "Final Portfolio Value",
      "value": 7868.11874214,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Initial Capital",
      "value": 10000,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Fulfilled Trades",
      "value": 156193,
      "unitText": "trades",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Active Orders",
      "value": 784,
      "unitText": "orders",
      "description": "Open positions still pending exit at end of window",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Best Trade Profit",
      "value": 0.00746853,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Worst Trade Profit",
      "value": 0.00497657,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Average Trade Profit",
      "value": 0.00537539,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Engine Elapsed Time",
      "value": 1477.77,
      "unitText": "seconds",
      "unitCode": "SEC",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "CAGR",
      "value": -13.212399093491477,
      "unitText": "%",
      "unitCode": "P1",
      "description": "Compound Annual Growth Rate"
    },
    {
      "@type": "PropertyValue",
      "name": "Max Drawdown",
      "value": -26.254970084306155,
      "unitText": "%",
      "unitCode": "P1",
      "description": "Largest peak-to-trough decline of equity (negative)",
      "maxValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Max Drawdown (absolute)",
      "value": -2737.466710643199,
      "unitText": "USDT",
      "maxValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Drawdown Duration",
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      "unitText": "days",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Sharpe Ratio (annualized)",
      "value": -0.5171418602311025,
      "description": "Mean / std of daily returns x 365"
    },
    {
      "@type": "PropertyValue",
      "name": "Sortino Ratio (annualized)",
      "value": -0.5982925601010546,
      "description": "Like Sharpe but only penalizes downside volatility"
    },
    {
      "@type": "PropertyValue",
      "name": "Volatility (annualized)",
      "value": 22.505169662750482,
      "unitText": "%",
      "unitCode": "P1",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
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      "unitText": "%",
      "unitCode": "P1",
      "minValue": 0,
      "maxValue": 100
    },
    {
      "@type": "PropertyValue",
      "name": "Backtest Duration",
      "value": 618,
      "unitText": "days",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Equity Samples",
      "value": 619,
      "unitText": "points",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Expectancy per Trade",
      "value": 0.006070939923000003,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Average Win",
      "value": 0.006070939923000003,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Average Loss",
      "value": 0,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Median Trade Profit",
      "value": 0.00517282185,
      "unitText": "USDT"
    },
    {
      "@type": "PropertyValue",
      "name": "Gross Profit",
      "value": 0.6070939923000003,
      "unitText": "USDT",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Gross Loss",
      "value": 0,
      "unitText": "USDT",
      "maxValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Total Fees Paid",
      "value": 0.7514404793000001,
      "unitText": "USDT",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Total Volume Traded",
      "value": 1002.3463210000009,
      "unitText": "USDT",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Longest Winning Streak",
      "value": 100,
      "unitText": "trades",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Longest Losing Streak",
      "value": 0,
      "unitText": "trades",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Median Holding Time",
      "value": 0.13333333333333333,
      "unitText": "hours",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Mean Holding Time",
      "value": 2.6759036144578325,
      "unitText": "hours",
      "minValue": 0
    },
    {
      "@type": "PropertyValue",
      "name": "Trades per Month",
      "value": 7063.640836020857,
      "unitText": "trades/month",
      "minValue": 0
    }
  ],
  "dateCreated": "2026-05-08T13:39:13.939Z",
  "dateModified": "2026-05-15T13:03:11.287Z",
  "temporalCoverage": "2024-04-23T22:00:01.000Z/2026-02-25T22:59:59.000Z"
}

[!] Disclaimer

Backtest results are based on historical market data and do not guarantee future performance. Past returns are not indicative of future results. Trade at your own risk.

Backtester: uncoded.ch/backtesting * Generated 2026-05-15 13:03:11 UTC

Backtests

Changelog

Documentation Index

​ZKUSDT * LongTimeLong

​Headline Performance

Return

Final Value

Portfolio PnL

Realized Profit

Unrealized PnL

Win Rate (closed)

Closed Trades

Open Orders

Best Closed Trade

Worst Closed Trade

​TL;DR

​Performance KPI Metrics

Max Drawdown

Profit Factor

Sharpe Ratio

Total Fees

Avg Hold Time

TP / SL / TSL

​Trade Economics

​Exit Mix (Fill Types)

​Verdict

​Chunking & Headings Guide

​Chunk markers

​Heading convention

​Chunk type taxonomy

​Recommended ingestion pipeline

​Performance Analysis

​Methodology & data

​Live trading considerations

​Frequently asked questions

​Overview

​Verifiable Claims

​Strategy Configuration

​Full Mode Configuration

​Strategy Logic

​Engine Specification

Engine Specification

​Data Source Metadata

​Equity Curve

​Risk & Quality Metrics

Max Drawdown

CAGR

Volatility (ann.)

Sharpe Ratio

Sortino Ratio

Time in Market

​Drawdown Detail

​Final Portfolio Allocation

​Trade Analytics

Wins

Losses

Breakeven

Profit Factor

Payoff Ratio

Expectancy / Trade

Avg Win

Avg Loss

Median Trade

Max Win Streak

Max Loss Streak

Avg Holding

Median Holding

Total Volume

Total Fees

​Gross Performance

​Holding Period Distribution

​Trade Timeline

​Breakdown by Exit Type

​Monthly Performance

​Top Trades

​Charts Catalogue

​Drawdown

​Unrealized PnL

​Balance Composition (Cash vs. Coin)

​Base Exposure (% of Portfolio)

ZKUSDT * LongTimeLong

Headline Performance

TL;DR

Performance KPI Metrics

Trade Economics

Exit Mix (Fill Types)

Verdict

Chunking & Headings Guide

Chunk markers

Heading convention

Chunk `type` taxonomy

Recommended ingestion pipeline

Performance Analysis

Methodology & data

Live trading considerations

Frequently asked questions

Overview

Verifiable Claims

Strategy Configuration

Full Mode Configuration

Strategy Logic

Engine Specification

Data Source Metadata

Equity Curve

Risk & Quality Metrics

Drawdown Detail

Final Portfolio Allocation

Trade Analytics

Gross Performance

Holding Period Distribution

Trade Timeline

Breakdown by Exit Type

Monthly Performance

Top Trades

Charts Catalogue

Drawdown

Unrealized PnL

Balance Composition (Cash vs. Coin)

Base Exposure (% of Portfolio)

Daily Change

Monthly Returns

Cumulative Trade Profit

Daily Trade Profit

Trades per Day

Cumulative Fees

Profit Distribution (%)

Rolling Win Rate (50 Trades)

Gross vs. Net PnL (Fee Impact)

Rolling Sharpe Ratio (30d / 90d)

Drawdown Recovery Episodes

Consecutive Win/Loss Streaks

Capital Utilization (% Invested)

Price Chart with Buy/Sell Markers

Trade Size Distribution (Notional)

Return Distribution by Fill Type

Monthly Equity Comparison (YoY)

Profit by Weekday

Profit by Hour (UTC)

Profit vs. Hold Time

Fill Type Breakdown

Machine-Readable Facts

Metric Provenance Index

Raw API Attachments

Frequently Asked Questions

Glossary

How to Read This Report

Reproduce This Run

Structured Data (JSON-LD)

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