Real sample: strict gates rejected every candidate.
This is what the kit is designed to do: document weak evidence instead of converting it into a live signal.
192Candidates
12Markets
4Timeframes
0Passing candidates
Representative high-profit-factor candidates
| Family | Market | Timeframe | Profit factor | Trades | Decision |
|---|---|---|---|---|---|
| Momentum | TAO_USDT | 5m | 4.382 | 11 | Too few trades |
| Momentum | XRP_USDT | 5m | 3.696 | 7 | Count + concentration |
| Trend pullback | ADA_USDT | 5m | 3.244 | 13 | Count + segment consistency |
| Volatility breakout | SUI_USDT | 5m | 2.580 | 11 | Count + consistency + concentration |
Validation gates
- At least 50 validation-plus-holdout trades
- Positive holdout expectancy
- Holdout profit factor of at least 1.30
- Positive result in all three holdout segments
- Maximum drawdown no greater than 10%
- Profit concentration and parameter-neighborhood stability checks
Historical simulations can differ materially from live execution. No financial advice or profit promise.