Notes

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Hour","window":72,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 15:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-79.27911738842896,"drawdown_pct":80.84791993784977,"n":249,"win_pct":22.48995983935743,"avg_win_pct":2.823368746071362,"avg_loss_pct":1.5955987820649034,"quarter_kelly":0,"buyhold_pct":-33.404027855456505},"test":{"return_pct":-70.8268835645854,"drawdown_pct":73.26377948803542,"n":169,"win_pct":20.118343195266274,"avg_win_pct":2.262489226238889,"avg_loss_pct":1.4614719348091025,"quarter_kelly":0,"buyhold_pct":-22.08100196390855},"stress":{"return_pct":-89.41714547968122,"drawdown_pct":89.88888981228224,"n":169,"win_pct":17.159763313609467,"avg_win_pct":1.9727957933667846,"avg_loss_pct":1.9911898863922084,"quarter_kelly":0,"buyhold_pct":-22.08100196390855}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Hour","window":72,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 15:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-71.27539535842057,"drawdown_pct":81.81170081639955,"n":236,"win_pct":13.983050847457626,"avg_win_pct":6.128856934361703,"avg_loss_pct":1.5461373800812817,"quarter_kelly":0,"buyhold_pct":-33.404027855456505},"test":{"return_pct":-62.36550012792311,"drawdown_pct":71.04868645481307,"n":170,"win_pct":12.941176470588237,"avg_win_pct":4.156516743705834,"avg_loss_pct":1.237120958857764,"quarter_kelly":0,"buyhold_pct":-22.08100196390855},"stress":{"return_pct":-86.4293593391937,"drawdown_pct":88.90201382315249,"n":170,"win_pct":10.588235294117647,"avg_win_pct":4.393709632412243,"avg_loss_pct":1.7935563391517289,"quarter_kelly":0,"buyhold_pct":-22.08100196390855}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Hour","window":24,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 15:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-90.33782846710831,"drawdown_pct":90.91128621632214,"n":350,"win_pct":22,"avg_win_pct":2.0716674848188754,"avg_loss_pct":1.4163055758280447,"quarter_kelly":0,"buyhold_pct":-33.404027855456505},"test":{"return_pct":-78.76000321081122,"drawdown_pct":79.03422536289774,"n":245,"win_pct":18.775510204081634,"avg_win_pct":1.8265247705667267,"avg_loss_pct":1.1863760397230976,"quarter_kelly":0,"buyhold_pct":-22.08100196390855},"stress":{"return_pct":-95.11647137526413,"drawdown_pct":95.10151883234826,"n":245,"win_pct":13.061224489795919,"avg_win_pct":1.907760181541289,"avg_loss_pct":1.6895716475452551,"quarter_kelly":0,"buyhold_pct":-22.08100196390855}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Hour","window":24,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 15:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-94.77829753833092,"drawdown_pct":96.15928149930016,"n":461,"win_pct":18.655097613882862,"avg_win_pct":3.181507305710713,"avg_loss_pct":1.4766519036556771,"quarter_kelly":0,"buyhold_pct":-33.404027855456505},"test":{"return_pct":-79.66520245626869,"drawdown_pct":83.73313011225292,"n":304,"win_pct":16.11842105263158,"avg_win_pct":2.8633723066336465,"avg_loss_pct":1.1478427495095123,"quarter_kelly":0,"buyhold_pct":-22.08100196390855},"stress":{"return_pct":-96.71846520292023,"drawdown_pct":97.11042524163577,"n":304,"win_pct":11.513157894736842,"avg_win_pct":3.276712227057452,"avg_loss_pct":1.6703014948829535,"quarter_kelly":0,"buyhold_pct":-22.08100196390855}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":168,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-75.39099701943137,"drawdown_pct":77.00303903124208,"n":209,"win_pct":27.27272727272727,"avg_win_pct":1.8644475094815867,"avg_loss_pct":1.5932765828924418,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-56.884167141760756,"drawdown_pct":58.983614640234904,"n":123,"win_pct":28.455284552845526,"avg_win_pct":1.3458327299780026,"avg_loss_pct":1.4698706163296138,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-79.3878390147683,"drawdown_pct":79.89015064717546,"n":123,"win_pct":17.88617886178862,"avg_win_pct":1.3890840949303274,"avg_loss_pct":1.8461785683275032,"quarter_kelly":0,"buyhold_pct":-20.250014360388313}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":168,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-73.65208057000791,"drawdown_pct":76.58208611702999,"n":176,"win_pct":7.954545454545454,"avg_win_pct":9.468108330150732,"avg_loss_pct":1.534689842594759,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-56.87699455710579,"drawdown_pct":65.56023105666749,"n":119,"win_pct":10.084033613445378,"avg_win_pct":4.642149865595557,"avg_loss_pct":1.261096995700117,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-78.88364461310641,"drawdown_pct":82.1999033787876,"n":119,"win_pct":6.722689075630252,"avg_win_pct":6.246454457342261,"avg_loss_pct":1.8060241401026422,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"selected":true} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":72,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-81.71894301120899,"drawdown_pct":82.67012627505841,"n":288,"win_pct":25.34722222222222,"avg_win_pct":1.8865687526943966,"avg_loss_pct":1.4080901699364783,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-64.06237381224626,"drawdown_pct":65.55899689000255,"n":169,"win_pct":25.443786982248522,"avg_win_pct":1.222934924573955,"avg_loss_pct":1.217137907030658,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-86.96324848966418,"drawdown_pct":87.20487619548798,"n":169,"win_pct":16.56804733727811,"avg_win_pct":1.1319094116779016,"avg_loss_pct":1.6575654873980197,"quarter_kelly":0,"buyhold_pct":-20.250014360388313}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":72,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-75.56483772743408,"drawdown_pct":77.02201901737904,"n":246,"win_pct":13.821138211382115,"avg_win_pct":5.3565160247186645,"avg_loss_pct":1.4571250278586294,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-58.353442404396795,"drawdown_pct":66.54352138717306,"n":166,"win_pct":15.66265060240964,"avg_win_pct":3.0215463703072207,"avg_loss_pct":1.1529126213321594,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-84.61786896640864,"drawdown_pct":86.67302801783447,"n":166,"win_pct":12.048192771084338,"avg_win_pct":3.2478158968952906,"avg_loss_pct":1.6939258027826458,"quarter_kelly":0,"buyhold_pct":-20.250014360388313}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":24,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-92.33534133168286,"drawdown_pct":92.58879867516849,"n":402,"win_pct":19.900497512437813,"avg_win_pct":1.961755020441414,"avg_loss_pct":1.2678547148499264,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-75.37170760338556,"drawdown_pct":75.58860521092186,"n":245,"win_pct":17.959183673469386,"avg_win_pct":1.5543726253061614,"avg_loss_pct":1.0280293371783826,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-94.33742989271774,"drawdown_pct":94.33742989271772,"n":245,"win_pct":12.244897959183673,"avg_win_pct":1.5479463399003826,"avg_loss_pct":1.5418142994445279,"quarter_kelly":0,"buyhold_pct":-20.250014360388313}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Hour","window":24,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-93.97743331878617,"drawdown_pct":94.18788128305742,"n":481,"win_pct":15.176715176715177,"avg_win_pct":3.6007712560996206,"avg_loss_pct":1.2907609486331166,"quarter_kelly":0,"buyhold_pct":-7.090384444641751},"test":{"return_pct":-81.89028034254775,"drawdown_pct":85.08353487030223,"n":319,"win_pct":13.793103448275861,"avg_win_pct":2.9254984740164303,"avg_loss_pct":1.062788978518943,"quarter_kelly":0,"buyhold_pct":-20.250014360388313},"stress":{"return_pct":-97.3290736898029,"drawdown_pct":97.56714516278969,"n":319,"win_pct":9.717868338557993,"avg_win_pct":3.417045999876894,"avg_loss_pct":1.5995970310709158,"quarter_kelly":0,"buyhold_pct":-20.250014360388313}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":168,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-67.22851233836953,"drawdown_pct":70.12404416263539,"n":198,"win_pct":24.242424242424242,"avg_win_pct":1.111314576386961,"avg_loss_pct":1.089329679796609,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-53.27668394673195,"drawdown_pct":53.32436421303937,"n":123,"win_pct":26.01626016260163,"avg_win_pct":1.0630043406605738,"avg_loss_pct":1.1972114295204213,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-77.66322836856008,"drawdown_pct":77.66322836856014,"n":123,"win_pct":17.073170731707318,"avg_win_pct":0.8827516746820154,"avg_loss_pct":1.638757128624584,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"selected":true} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":168,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-75.85737529239577,"drawdown_pct":79.17588256763557,"n":188,"win_pct":9.042553191489363,"avg_win_pct":3.2967167390424477,"avg_loss_pct":1.1428988548475782,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-36.66030810897163,"drawdown_pct":49.31876318758861,"n":96,"win_pct":14.583333333333334,"avg_win_pct":3.1150645239867303,"avg_loss_pct":1.0538611263969024,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-64.39432196105496,"drawdown_pct":70.64247003663651,"n":96,"win_pct":11.458333333333332,"avg_win_pct":3.2325751782219534,"avg_loss_pct":1.5991701659560555,"quarter_kelly":0,"buyhold_pct":-12.502556532743581}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":72,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-72.46529654087036,"drawdown_pct":74.23707733189975,"n":238,"win_pct":21.84873949579832,"avg_win_pct":1.290304579269205,"avg_loss_pct":1.0442281878342636,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-72.45130428538275,"drawdown_pct":72.47941721184124,"n":188,"win_pct":19.680851063829788,"avg_win_pct":0.8960599377252859,"avg_loss_pct":1.0660828626483716,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-91.08316222893264,"drawdown_pct":91.08316222893264,"n":188,"win_pct":9.574468085106384,"avg_win_pct":0.9497327028698426,"avg_loss_pct":1.5146920522826326,"quarter_kelly":0,"buyhold_pct":-12.502556532743581}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":72,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-82.93119494000251,"drawdown_pct":84.09741967177811,"n":252,"win_pct":9.126984126984127,"avg_win_pct":3.468936492417143,"avg_loss_pct":1.1037742877099777,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-66.38400085124225,"drawdown_pct":69.69371507625827,"n":176,"win_pct":13.068181818181818,"avg_win_pct":2.630630667392452,"avg_loss_pct":1.0856835433193035,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-88.30701390988229,"drawdown_pct":88.65455810881882,"n":176,"win_pct":9.659090909090908,"avg_win_pct":2.84430637194478,"avg_loss_pct":1.6314457046418225,"quarter_kelly":0,"buyhold_pct":-12.502556532743581}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":24,"vol_filter":true,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-88.85939935974068,"drawdown_pct":89.49325422734002,"n":385,"win_pct":16.103896103896105,"avg_win_pct":1.2020159133682884,"avg_loss_pct":0.9045906599452407,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-79.20785172319736,"drawdown_pct":79.20785172319731,"n":248,"win_pct":16.532258064516128,"avg_win_pct":0.9281056243927857,"avg_loss_pct":0.9376303500748127,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-95.30472257463721,"drawdown_pct":95.3047225746372,"n":248,"win_pct":8.46774193548387,"avg_win_pct":0.9215200944298171,"avg_loss_pct":1.427050748116887,"quarter_kelly":0,"buyhold_pct":-12.502556532743581}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"BTC/USD","timeframe":"1Hour","window":24,"vol_filter":false,"train_start":"2025-01-08 00:00:00+00:00","test_start":"2026-01-04 13:00:00+00:00","end":"2026-09-07 05:00:00+00:00","train":{"return_pct":-95.67919554324037,"drawdown_pct":95.9491730398304,"n":498,"win_pct":12.650602409638553,"avg_win_pct":1.8453324548304153,"avg_loss_pct":0.9809065705999351,"quarter_kelly":0,"buyhold_pct":-5.796148198613182},"test":{"return_pct":-82.87011466814401,"drawdown_pct":84.59338496257158,"n":310,"win_pct":14.193548387096774,"avg_win_pct":2.06736093721163,"avg_loss_pct":0.990274179062364,"quarter_kelly":0,"buyhold_pct":-12.502556532743581},"stress":{"return_pct":-97.33340645251532,"drawdown_pct":97.3361720510767,"n":310,"win_pct":9.35483870967742,"avg_win_pct":2.3826052808159477,"avg_loss_pct":1.5206871016609853,"quarter_kelly":0,"buyhold_pct":-12.502556532743581}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":100,"vol_filter":true,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":-14.152136702871122,"drawdown_pct":30.700941590224463,"n":7,"win_pct":42.857142857142854,"avg_win_pct":5.341287020373827,"avg_loss_pct":7.323961241691427,"quarter_kelly":0,"buyhold_pct":-10.40127824079402},"test":{"return_pct":-0.29631808085809097,"drawdown_pct":16.829969667120437,"n":4,"win_pct":25,"avg_win_pct":10.182380700007416,"avg_loss_pct":3.2682788934196747,"quarter_kelly":0.002317385484738095,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":-2.660748750309431,"drawdown_pct":18.069024000076052,"n":4,"win_pct":25,"avg_win_pct":9.545507203487432,"avg_loss_pct":3.8580312133932226,"quarter_kelly":0,"buyhold_pct":-22.646310432569972}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":100,"vol_filter":false,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":-2.8206493373769446,"drawdown_pct":30.01271330521986,"n":6,"win_pct":33.33333333333333,"avg_win_pct":6.460802495383756,"avg_loss_pct":3.7498712634648093,"quarter_kelly":0,"buyhold_pct":-10.40127824079402},"test":{"return_pct":19.923388475275296,"drawdown_pct":17.248302940622818,"n":4,"win_pct":25,"avg_win_pct":33.24932822590178,"avg_loss_pct":3.432597022140734,"quarter_kelly":0.04314285878864754,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":17.079456012225236,"drawdown_pct":18.48112500874598,"n":4,"win_pct":25,"avg_win_pct":32.531645182518666,"avg_loss_pct":4.021773692756741,"quarter_kelly":0.039320029753764016,"buyhold_pct":-22.646310432569972}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":50,"vol_filter":true,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":-9.724226444103223,"drawdown_pct":30.85749644312614,"n":4,"win_pct":75,"avg_win_pct":4.17028742552645,"avg_loss_pct":20.15482586675412,"quarter_kelly":0,"buyhold_pct":-10.40127824079402},"test":{"return_pct":-36.27948245875854,"drawdown_pct":47.213972831243666,"n":13,"win_pct":7.6923076923076925,"avg_win_pct":10.182380700007405,"avg_loss_pct":4.436668604188146,"quarter_kelly":0,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":-41.06084435072625,"drawdown_pct":50.7339145052392,"n":13,"win_pct":7.6923076923076925,"avg_win_pct":9.545507203487444,"avg_loss_pct":5.0223277495888095,"quarter_kelly":0,"buyhold_pct":-22.646310432569972}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":50,"vol_filter":false,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":0.4416485911265408,"drawdown_pct":34.296865299079414,"n":4,"win_pct":50,"avg_win_pct":9.362793638304339,"avg_loss_pct":7.822609053705021,"quarter_kelly":0.020562567168764603,"buyhold_pct":-10.40127824079402},"test":{"return_pct":-22.644633377880748,"drawdown_pct":46.991259464847765,"n":13,"win_pct":7.6923076923076925,"avg_win_pct":33.249328225901785,"avg_loss_pct":4.399960212022376,"quarter_kelly":0,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":-28.449106040344724,"drawdown_pct":50.526052380768164,"n":13,"win_pct":7.6923076923076925,"avg_win_pct":32.53164518251867,"avg_loss_pct":4.985747956516338,"quarter_kelly":0,"buyhold_pct":-22.646310432569972},"selected":true} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":20,"vol_filter":true,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":-2.5046726840043085,"drawdown_pct":29.832623456978645,"n":7,"win_pct":42.857142857142854,"avg_win_pct":7.992491507836998,"avg_loss_pct":6.110695365079306,"quarter_kelly":0,"buyhold_pct":-10.40127824079402},"test":{"return_pct":-22.177725014345842,"drawdown_pct":37.8015160133777,"n":12,"win_pct":16.666666666666664,"avg_win_pct":6.454644076231918,"avg_loss_pct":3.6485007011870496,"quarter_kelly":0,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":-27.584032615497232,"drawdown_pct":41.77412650438844,"n":12,"win_pct":16.666666666666664,"avg_win_pct":5.830829815532116,"avg_loss_pct":4.236921004778331,"quarter_kelly":0,"buyhold_pct":-22.646310432569972}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"SOL/USD","timeframe":"1Day","window":20,"vol_filter":false,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":-20.446977792065983,"drawdown_pct":43.70396071978126,"n":10,"win_pct":30,"avg_win_pct":12.557487590715727,"avg_loss_pct":7.854889169934766,"quarter_kelly":0,"buyhold_pct":-10.40127824079402},"test":{"return_pct":-10.936083673629145,"drawdown_pct":42.49610788166696,"n":15,"win_pct":20,"avg_win_pct":13.759152866540845,"avg_loss_pct":3.8672983440358086,"quarter_kelly":0,"buyhold_pct":-22.646310432569972},"stress":{"return_pct":-18.601799129987267,"drawdown_pct":46.490898950322354,"n":15,"win_pct":20,"avg_win_pct":13.109749002156379,"avg_loss_pct":4.454952142290679,"quarter_kelly":0,"buyhold_pct":-22.646310432569972}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Day","window":100,"vol_filter":true,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":64.25649926752598,"drawdown_pct":17.803262934477182,"n":2,"win_pct":50,"avg_win_pct":68.95526654444701,"avg_loss_pct":2.6887291611748028,"quarter_kelly":0.1201259539410204,"buyhold_pct":24.437868997997512},"test":{"return_pct":-4.6988534663745485,"drawdown_pct":20.478806917906812,"n":7,"win_pct":14.285714285714285,"avg_win_pct":19.225909971471157,"avg_loss_pct":3.6345473884289317,"quarter_kelly":0,"buyhold_pct":-20.628244741013535},"stress":{"return_pct":-8.618657551484029,"drawdown_pct":23.519727009589165,"n":7,"win_pct":14.285714285714285,"avg_win_pct":18.557354627942587,"avg_loss_pct":4.223016574122196,"quarter_kelly":0,"buyhold_pct":-20.628244741013535},"selected":true} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Day","window":100,"vol_filter":false,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":44.70892690623423,"drawdown_pct":24.53831652922649,"n":2,"win_pct":50,"avg_win_pct":51.8211729292528,"avg_loss_pct":4.614927835982634,"quarter_kelly":0.11386814120773806,"buyhold_pct":24.437868997997512},"test":{"return_pct":4.925277151843602,"drawdown_pct":20.478806917906812,"n":7,"win_pct":14.285714285714285,"avg_win_pct":31.291365688629863,"avg_loss_pct":3.6345473884289317,"quarter_kelly":0.010824621549906651,"buyhold_pct":-20.628244741013535},"stress":{"return_pct":0.6096257145765411,"drawdown_pct":23.519727009589165,"n":7,"win_pct":14.285714285714285,"avg_win_pct":30.5805418998245,"avg_loss_pct":4.223016574122196,"quarter_kelly":0.0061225235411183875,"buyhold_pct":-20.628244741013535}} https://runway.adityaperswal.workers.dev/data/crypto-bars

ComputedSep7 06:08UTC, diagnostic only; historical data inconsistencies and clock gaps. All metrics percent except Kellyfraction andn. {"symbol":"ETH/USD","timeframe":"1Day","window":50,"vol_filter":true,"train_start":"2025-06-18 00:00:00+00:00","test_start":"2026-01-04 00:00:00+00:00","end":"2026-09-06 00:00:00+00:00","train":{"return_pct":38.01865903406588,"drawdown_pct":13.926057550390436,"n":5,"win_pct":20,"avg_win_pct":65.18535811039624,"avg_loss_pct":4.370713146203534,"quarter_kelly":0.03658989296706353,"buyhold_pct":24.437868997997512},"test":{"return_pct":6.864297169075708,"drawdown_pct":25.796880001553745,"n":5,"win_pct":40,"avg_win_pct":14.8889181378653,"avg_loss_pct":6.560972382043788,"quarter_kelly":0.033900781225756,"buyhold_pct":-20.628244741013535},"stress":{"return_pct":3.705941770961253,"drawdown_pct":27.120603128292785,"n":5,"win_pct":40,"avg_win_pct":14.23555641041572,"avg_loss_pct":7.1391895360194955,"quarter_kelly":0.024774388894318503,"buyhold_pct":-20.628244741013535}} https://runway.adityaperswal.workers.dev/data/crypto-bars