Updated continuously from the research lab

20 of 12,337 crypto strategies survived.

Every strategy below has passed all four research gates: walk-forward validation, Deflated Sharpe Ratio (adjusted for total candidates tested), per-fill cost modeling against real Binance L2 spreads, and regime-conditional edge. 0.16% pass rate. The corpus grows daily; this page reflects the current state.

Survivor #1

RSI below 35 mean reversion 0.75% TP

graduated

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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Survivor #2

RSI below 35 mean reversion 0.75% TP

graduated

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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Survivor #3

RSI below 35 mean reversion 1% TP

graduated

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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Survivor #4

RSI below 35 mean reversion 1% TP

graduated

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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Survivor #5

RSI below 35 mean reversion 0.75% TP

graduated

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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Survivor #6

RSI below 35 mean reversion 0.75% TP

graduated

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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Survivor #7

RSI below 35 mean reversion 1.5% TP

graduated

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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Survivor #8

RSI below 35 mean reversion 1.5% TP

graduated

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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Survivor #9

RSI below 35 mean reversion 1.25% TP

graduated

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

Avg/trade
+0.846%
Win rate
88%
Trades
33
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":3.6815411849999733},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":4.90873005500002},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":5,"pnlSum":-0.8137221949458957},"ranging_high_vol":{"trades":19,"wins":15,"pnlSum":-4.53628064875482},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":7,"wins":6,"pnlSum":4.6096330006992385},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #10

RSI below 35 mean reversion 1.25% TP

graduated

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

Avg/trade
+0.846%
Win rate
88%
Trades
33
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":3.6815411849999733},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":4.90873005500002},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":5,"pnlSum":-0.8137221949458957},"ranging_high_vol":{"trades":19,"wins":15,"pnlSum":-4.53628064875482},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":7,"wins":6,"pnlSum":4.6096330006992385},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #11

RSI below 35 mean reversion 1.25% TP

graduated

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

Avg/trade
+0.846%
Win rate
88%
Trades
30
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":3.6815411849999733},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":4.90873005500002},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":5,"wins":4,"pnlSum":3.087479448601907},"ranging_high_vol":{"trades":16,"wins":14,"pnlSum":-2.549440386094413},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":9,"wins":9,"pnlSum":11.04463673999997},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #12

RSI below 35 mean reversion 1.25% TP

graduated

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

Avg/trade
+0.846%
Win rate
88%
Trades
30
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":3.6815411849999733},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":4.90873005500002},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":5,"wins":4,"pnlSum":3.087479448601907},"ranging_high_vol":{"trades":16,"wins":14,"pnlSum":-2.549440386094413},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":9,"wins":9,"pnlSum":11.04463673999997},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #13

RSI below 35 mean reversion 1.5% TP

graduated

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

Avg/trade
+0.638%
Win rate
75%
Trades
32
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":3,"pnlSum":2.4950837220101185},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":4,"pnlSum":-6.329648937686515},"ranging_high_vol":{"trades":19,"wins":15,"pnlSum":-0.7871243987547856},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":6,"wins":5,"pnlSum":5.449333662010112},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #14

RSI below 35 mean reversion 1.5% TP

graduated

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

Avg/trade
+0.638%
Win rate
75%
Trades
32
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":3,"pnlSum":2.4950837220101185},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":4,"pnlSum":-6.329648937686515},"ranging_high_vol":{"trades":19,"wins":15,"pnlSum":-0.7871243987547856},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":6,"wins":5,"pnlSum":5.449333662010112},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #15

RSI below 35 mean reversion 1.5% TP

graduated

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

Avg/trade
+0.489%
Win rate
88%
Trades
34
RSIcompositehas_exit_rule15m4 coins

{"validation":{"ranging_low_vol":{"trades":1,"wins":0,"pnlSum":-1.821245431398066},"ranging_high_vol":{"trades":3,"wins":3,"pnlSum":2.47624903394208},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":4,"wins":4,"pnlSum":3.2572050727759367},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":7,"wins":3,"pnlSum":-12.73714715290643},"ranging_high_vol":{"trades":19,"wins":13,"pnlSum":-10.565247180262407},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":8,"wins":8,"pnlSum":9.165708012775896},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":null}

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Survivor #16

Breakout momentum 1.5% TP

active

Long when ROC 12 below -2.

Avg/trade
+0.103%
Win rate
76%
Trades
641
Breakouthas_exit_rule5m4 coins

{"validation":{"ranging_low_vol":{"trades":2,"wins":2,"pnlSum":2.954252999999982},"ranging_high_vol":{"trades":77,"wins":64,"pnlSum":32.95692853067832},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":105,"wins":74,"pnlSum":-17.047994382032616},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":17,"wins":16,"pnlSum":20.50144679124674},"ranging_high_vol":{"trades":232,"wins":188,"pnlSum":23.191583663389924},"trending_low_vol":{"trades":12,"wins":11,"pnlSum":11.788830144667315},"trending_high_vol":{"trades":380,"wins":301,"pnlSum":26.249390749498495},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":{"name":"ranging_high_vol","avgPnl":0.42801205883997817,"wr":0.8311688311688312,"trades":77}}

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Survivor #17

Breakout momentum 1.5% TP

active

Long when ROC 12 below -2.

Avg/trade
+0.103%
Win rate
76%
Trades
641
Breakouthas_exit_rule5m4 coins

{"validation":{"ranging_low_vol":{"trades":2,"wins":2,"pnlSum":2.954252999999982},"ranging_high_vol":{"trades":77,"wins":64,"pnlSum":32.95692853067832},"trending_low_vol":{"trades":0,"wins":0,"pnlSum":0},"trending_high_vol":{"trades":105,"wins":74,"pnlSum":-17.047994382032616},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"full":{"ranging_low_vol":{"trades":17,"wins":16,"pnlSum":20.50144679124674},"ranging_high_vol":{"trades":232,"wins":188,"pnlSum":23.191583663389924},"trending_low_vol":{"trades":12,"wins":11,"pnlSum":11.788830144667315},"trending_high_vol":{"trades":380,"wins":301,"pnlSum":26.249390749498495},"unknown":{"trades":0,"wins":0,"pnlSum":0}},"regimeWinner":{"name":"ranging_high_vol","avgPnl":0.42801205883997817,"wr":0.8311688311688312,"trades":77}}

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Survivor #18

RSI below 25 mean reversion 0.5% TP

observation

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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Survivor #19

Mixed signal 1.75% TP

observation

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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Survivor #20

RSI below 25 mean reversion 1% TP

observation

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 survivor 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 12,337-candidate testing universe. We do not cherry-pick backtest periods. The exact configurations are kept paywalled so users who purchase the survivor library get genuinely actionable strategies, not regurgitated common knowledge. Backtests are simulations; live markets behave differently. For educational and research purposes only.