Updated continuously from the research lab

1117 distinct strategies that cleared the lab.

Of 51,564 strategies the lab has tested, 1138 gene variants graduated, but those collapse to 1117 distinct entry rules once you de-duplicate take-profit grid-search variants. Of those, 0 are live-traded today, 9 survived walk-forward + Deflated Sharpe + cost modeling + regime-conditional edge, and 1108 are provisional candidates with zero validation trades.

One row per distinct entry rule below. We keep the highest-Sharpe parameter variant of each so the page isn't 1,000 near-identical cards. The full 1,138-gene corpus is what the live engine selects from in real time; this page is the human-readable summary.

Showing 9 substantive · 1108 provisional hidden
Show all 1117 candidates →
Walk-forward candidate #1

RSI below 35 mean reversion 0.75% TP

Walk-forward survivor

Long when RSI 14 below 35 AND price above 200-period SMA.

Avg/trade
+0.444%
Win rate
89%
Trades
37
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":4,"wins":4,"pnlSum":2.9091739349999868},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":2.9091800550000233},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":6,"wins":5,"pnlSum":1.8152246986019827},"ranging_high_vol":{"trades":20,"wins":20,"pnlSum":14.545879799999984},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":11,"wins":11,"pnlSum":8.00023668000004},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Walk-forward candidate #2

RSI below 35 mean reversion 1% TP

Walk-forward survivor

Long when RSI 14 below 35 AND price above 200-period SMA.

Avg/trade
+0.666%
Win rate
89%
Trades
36
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":4,"wins":4,"pnlSum":3.9089489350000006},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":3.908955055000005},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":5,"pnlSum":-2.063440944945857},"ranging_high_vol":{"trades":21,"wins":21,"pnlSum":20.52199074},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":8,"wins":7,"pnlSum":4.087209500699271},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Walk-forward candidate #3

RSI below 35 mean reversion 0.75% TP

Walk-forward survivor

Long when RSI 14 below 35 AND price above 200-period SMA.

Avg/trade
+0.444%
Win rate
89%
Trades
40
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":4,"wins":4,"pnlSum":2.9091739349999868},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":2.9091800550000233},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":6,"pnlSum":2.5425168886019964},"ranging_high_vol":{"trades":22,"wins":21,"pnlSum":12.338983217635231},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":11,"wins":10,"pnlSum":4.519484995699283},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Walk-forward candidate #4

RSI below 35 mean reversion 1.5% TP

Walk-forward survivor

Long when RSI 14 below 35 AND price above 200-period SMA.

Avg/trade
+1.065%
Win rate
88%
Trades
29
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":4.431372434999992},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":5.908505054999981},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":5,"wins":4,"pnlSum":4.087254448601956},"ranging_high_vol":{"trades":16,"wins":14,"pnlSum":0.9497721139055946},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":8,"wins":8,"pnlSum":11.81700704999997},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Walk-forward candidate #5

RSI below 35 mean reversion 1.5% TP

Walk-forward survivor

Long when RSI 14 below 35 AND price above 200-period SMA.

Avg/trade
+1.065%
Win rate
88%
Trades
27
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":4.431372434999992},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":5.908505054999981},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":5,"wins":4,"pnlSum":4.087254448601956},"ranging_high_vol":{"trades":16,"wins":14,"pnlSum":0.9497721139055946},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":6,"wins":6,"pnlSum":8.862754994999975},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Walk-forward candidate #6

RSI below 25 mean reversion 5% TP

Walk-forward survivor

Long when CLOSE below bb_lower_20 AND RSI 14 below 25.

Avg/trade
+0.161%
Win rate
60%
Trades
151
RSIcompositehas_exit_rule15m10 coins

{"ranging_calm":5,"ranging_volatile":3,"transitional_calm":43,"transitional_volatile":34,"trending_calm":33,"trending_volatile":32}

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Walk-forward candidate #7

RSI below 25 mean reversion 0.5% TP

Walk-forward survivor

Long when RSI 7 below 25.

Avg/trade
-0.254%
Win rate
87%
Trades
3,817
RSIhas_exit_rule5m4 coins

{"validation":{"ranging_low_vol":{"trades":321,"wins":278,"pnlSum":-85.64968961874294},"ranging_high_vol":{"trades":571,"wins":490,"pnlSum":-180.09846074475624},"trending_low_vol":{"trades":56,"wins":45,"pnlSum":-24.695330623237975},"trending_high_vol":{"trades":188,"wins":171,"pnlSum":1.9772673470877473},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":1056,"wins":924,"pnlSum":-160.67599219457506},"ranging_high_vol":{"trades":1980,"wins":1717,"pnlSum":-415.1230983743152},"trending_low_vol":{"trades":154,"wins":127,"pnlSum":-59.36105824723769},"trending_high_vol":{"trades":627,"wins":559,"pnlSum":-56.66754890180178},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":{"name":"trending_high_vol","avgPnl":0.01051737950578589,"wr":0.9095744680851063,"trades":188}}

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Walk-forward candidate #8

Mixed signal 1.75% TP

Walk-forward survivor

Long when CCI 20 below -80 AND MFI 14 below 25.

Avg/trade
-0.232%
Win rate
49%
Trades
4,222
Mean reversioncompositehas_exit_rule5m4 coins

{"validation":{"ranging_low_vol":{"trades":356,"wins":166,"pnlSum":-75.4533086549872},"ranging_high_vol":{"trades":576,"wins":295,"pnlSum":-112.78222076228232},"trending_low_vol":{"trades":78,"wins":44,"pnlSum":4.059671074235796},"trending_high_vol":{"trades":263,"wins":119,"pnlSum":-111.63650979787482},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":1209,"wins":565,"pnlSum":-243.2930523668414},"ranging_high_vol":{"trades":1904,"wins":948,"pnlSum":-351.4845771345674},"trending_low_vol":{"trades":219,"wins":106,"pnlSum":-54.05775757874836},"trending_high_vol":{"trades":890,"wins":421,"pnlSum":-309.35013177967477},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":{"name":"trending_low_vol","avgPnl":0.05204706505430508,"wr":0.5641025641025641,"trades":78}}

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Walk-forward candidate #9

RSI below 25 mean reversion 1% TP

Walk-forward survivor

Long when RSI 7 below 25.

Avg/trade
-0.338%
Win rate
77%
Trades
3,036
RSIhas_exit_rule5m4 coins

{"validation":{"ranging_low_vol":{"trades":233,"wins":178,"pnlSum":-100.22340063262554},"ranging_high_vol":{"trades":417,"wins":317,"pnlSum":-161.06963522790898},"trending_low_vol":{"trades":53,"wins":45,"pnlSum":7.843042264774784},"trending_high_vol":{"trades":197,"wins":153,"pnlSum":-50.87252202555636},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":747,"wins":590,"pnlSum":-90.47461616253929},"ranging_high_vol":{"trades":1452,"wins":1115,"pnlSum":-330.587312880801},"trending_low_vol":{"trades":151,"wins":116,"pnlSum":-26.160628427356848},"trending_high_vol":{"trades":686,"wins":547,"pnlSum":-75.75429204204795},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":{"name":"trending_low_vol","avgPnl":0.14798192952405254,"wr":0.8490566037735849,"trades":53}}

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Each candidate was tested across multiple coins on Binance with real per-coin L2 spread samples, slippage calibrated against forward-test data, and the Deflated Sharpe Ratio adjusted for the full 51,564-candidate testing universe. Tiers reflect lab state: Live-traded entries are in the forward-test engine, walk-forward survivors passed all six gates with auditable backtest trades, and provisional candidates are in the pipeline with zero validation trades. We do not cherry-pick backtest periods. Exact configurations are paywalled so $10 buyers receive genuinely actionable strategies. Backtests are simulations; live markets behave differently. For educational and research purposes only.