Risk-Adjusted Champions

Pure return rankings hide the strategies that gambled their way to the top. This leaderboard re-ranks every completed backtest by a composite Risk Score that rewards consistent wins, large sample sizes and small worst-trade losses.

Reliability
Win rate as 0..1. A 50% win rate halves a strategy's headline return.
Sample Confidence
log10(trades+1)/2, capped at 1. ~100 trades = full credit; 5 trades = 0.39.
Tail-Risk Damping
1 / (1 + |worst| / avg). A worst trade 4x the average cuts score to 20%.
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Why this matters for traders

Two backtests with the same +120% return are not equal. One may have made 200 trades with 65% win rate and a worst trade of -2%. The other may have made 8 trades with 25% win rate and a single -45% trade that nearly killed the account. The first is deployable; the second is luck. The Risk Score surfaces the first kind.