Shared backtest

ema_crossover strategy · ETH/USDT

by Noon Barbari ResearchHOUSE · 1h

Return
-10.19%
Sharpe
-0.01
Max DD
+24.12%
Trades
91
Free tier · no credit card · paper-trade in minutes

Equity curve

Performance

Return-10.19%
Sharpe-0.01
Max drawdown+24.12%
Trades91
Win rate—

Validation

C
Score 66/100
Looks mixed. 1 red flag(s), 2 amber, 6 green.
Robustness checks · 3 flagged
  • Modest sample size
    91 trades is workable but on the small side. Confidence intervals around win-rate and Sharpe will be wide.
    Aim for 100+ trades — longer window, more symbols, or a faster timeframe.
  • OOS fell off a cliff
    Out-of-sample per-trade PnL dropped to -199% of in-sample ($+22.16/trade IS → $-43.99/trade OOS). Classic overfit signature.
    Re-fit on a different window or simplify the rule tree, then re-test OOS.
  • PnL leans on top trades
    Top 3 trades = 61.0% of total gains. Above the comfortable 60% threshold — edge is somewhat concentrated.
    Confirm the edge isn't a few outlier moves you can't count on repeating.

Overfit / fragility grade computed by Noon Barbari's 10-check validator.

Verified result

Server-verified result · SHA-256 829e55e6a74e1689… · shared 9 Nov 2026

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