Notes

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"calendar","execution":"hourly","part":"train","trail":true,"slip_bp":20,"return":35.691000143509335,"drawdown":39.521259669027444,"win rate":50,"sample":20,"mean":2.34065368678495,"avg_win":14.009577495622164,"avg_loss":9.328270122052263,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"calendar","execution":"hourly","part":"train","trail":true,"slip_bp":10,"return":41.22866809168255,"drawdown":38.668600628321805,"win rate":50,"sample":20,"mean":2.545540290535489,"avg_win":14.237825354968484,"avg_loss":9.146744773897506,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"calendar","execution":"hourly","part":"train","trail":false,"slip_bp":20,"return":136.35812685995128,"drawdown":26.95129672691681,"win rate":58.82352941176471,"sample":17,"mean":6.159291269799472,"avg_win":16.706979658928297,"avg_loss":8.908835000384565,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"calendar","execution":"hourly","part":"train","trail":false,"slip_bp":10,"return":144.53249912402688,"drawdown":26.364561921718956,"win rate":58.82352941176471,"sample":17,"mean":6.371822808941303,"avg_win":16.94062773361701,"avg_loss":8.726469940595416,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"holdout","trail":true,"slip_bp":20,"return":-17.693568491077492,"drawdown":25.119257502508784,"win rate":20,"sample":5,"mean":-3.6888124706767167,"avg_win":4.596723951782633,"avg_loss":5.760196576291554,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"holdout","trail":true,"slip_bp":10,"return":-16.866373162521377,"drawdown":24.652262891543597,"win rate":20,"sample":5,"mean":-3.4959968944106445,"avg_win":4.806127221762746,"avg_loss":5.571527923453992,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"holdout","trail":false,"slip_bp":20,"return":-14.01005447933258,"drawdown":25.119257502508784,"win rate":20,"sample":5,"mean":-2.7525952366268136,"avg_win":9.277810122032148,"avg_loss":5.760196576291554,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"holdout","trail":false,"slip_bp":10,"return":-13.145839132688863,"drawdown":24.652262891543597,"win rate":20,"sample":5,"mean":-2.5579053478314884,"avg_win":9.496584954658527,"avg_loss":5.571527923453992,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"train","trail":true,"slip_bp":20,"return":2.148369340166112,"drawdown":34.49470995991815,"win rate":37.5,"sample":16,"mean":0.9356479538918334,"avg_win":16.00750354027972,"avg_loss":8.1074653979409,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"train","trail":true,"slip_bp":10,"return":5.46998735720734,"drawdown":34.03446427283529,"win rate":37.5,"sample":16,"mean":1.1377217277210048,"avg_win":16.239751259575037,"avg_loss":7.923495991391414,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"train","trail":false,"slip_bp":20,"return":34.0970640322785,"drawdown":35.444332842459836,"win rate":40,"sample":15,"mean":2.8649373440703143,"avg_win":18.58910107094464,"avg_loss":7.617838473845902,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"hourly","part":"train","trail":false,"slip_bp":10,"return":38.180937294607695,"drawdown":34.795536079856326,"win rate":40,"sample":15,"mean":3.0708735668536926,"avg_win":18.8265171640118,"avg_loss":7.43288883125171,"zero_volume_entries":0,"zero_volume_exits":1}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"holdout","trail":true,"slip_bp":20,"return":-18.45203850895488,"drawdown":27.860499506778226,"win rate":20,"sample":5,"mean":-3.7146409688952975,"avg_win":9.277810122032148,"avg_loss":6.962753741627159,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"holdout","trail":true,"slip_bp":10,"return":-17.632465948682295,"drawdown":27.353641298074404,"win rate":20,"sample":5,"mean":-3.5218771014378847,"avg_win":9.496584954658527,"avg_loss":6.776492615461987,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"holdout","trail":false,"slip_bp":20,"return":-18.45203850895488,"drawdown":27.860499506778226,"win rate":20,"sample":5,"mean":-3.7146409688952975,"avg_win":9.277810122032148,"avg_loss":6.962753741627159,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"holdout","trail":false,"slip_bp":10,"return":-17.632465948682295,"drawdown":27.353641298074404,"win rate":20,"sample":5,"mean":-3.5218771014378847,"avg_win":9.496584954658527,"avg_loss":6.776492615461987,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"train","trail":true,"slip_bp":20,"return":-0.9862710551414189,"drawdown":35.267238960068745,"win rate":40,"sample":15,"mean":0.9267903619307427,"avg_win":17.010259919905447,"avg_loss":9.79552267671906,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"train","trail":true,"slip_bp":10,"return":2.029153056933608,"drawdown":34.94266629989499,"win rate":40,"sample":15,"mean":1.12884640280757,"avg_win":17.24451516349935,"avg_loss":9.614932770986952,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"train","trail":false,"slip_bp":20,"return":-6.690522832331769,"drawdown":43.655350361842274,"win rate":33.33333333333333,"sample":15,"mean":0.628431415096357,"avg_win":21.040006110526257,"avg_loss":9.577355932618591,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"ETH","source":"native_full","signal":"daily","execution":"daily","part":"train","trail":false,"slip_bp":10,"return":-3.8488194611437376,"drawdown":43.14587322020517,"win rate":33.33333333333333,"sample":15,"mean":0.8298901395684772,"avg_win":21.282328930212653,"avg_loss":9.396329255753608,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"BTC","source":"native_full","signal":"calendar","execution":"hourly","part":"holdout","trail":true,"slip_bp":20,"return":0.6597286709557726,"drawdown":20.24342190904068,"win rate":42.857142857142854,"sample":7,"mean":0.30901554011562504,"avg_win":6.82552265047458,"avg_loss":4.578364792653591,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"BTC","source":"native_full","signal":"calendar","execution":"hourly","part":"holdout","trail":true,"slip_bp":10,"return":2.078879056968641,"drawdown":19.776350667718823,"win rate":42.857142857142854,"sample":7,"mean":0.50983479208635,"avg_win":7.039387988844603,"avg_loss":4.38733010548234,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"BTC","source":"native_full","signal":"calendar","execution":"hourly","part":"holdout","trail":false,"slip_bp":20,"return":0.6879922863302412,"drawdown":20.24342190904068,"win rate":42.857142857142854,"sample":7,"mean":0.31319704346842725,"avg_win":6.835279491631119,"avg_loss":4.578364792653591,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"BTC","source":"native_full","signal":"calendar","execution":"hourly","part":"holdout","trail":false,"slip_bp":10,"return":2.1075411467002425,"drawdown":19.776350667718823,"win rate":42.857142857142854,"sample":7,"mean":0.5140246668339962,"avg_win":7.049164363255778,"avg_loss":4.38733010548234,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars

Coverage attribution control: valid native dailybars retained even if hourlyday incomplete. Same frozen20high/10low,2ATR14,net3Rfixed10bptarget,25bpcreditedfees,20daytimeout,nexttimestampopen checks,+2RBE/entry2ATRtrail ifenabled. Train2024-25,REUSED2026Jan1-Sep11 00UTCholdout. {"symbol":"BTC","source":"native_full","signal":"calendar","execution":"hourly","part":"train","trail":true,"slip_bp":20,"return":25.322234080442783,"drawdown":29.14607882770095,"win rate":40,"sample":20,"mean":1.6046321092824307,"avg_win":11.754113302578864,"avg_loss":5.161688686248525,"zero_volume_entries":0,"zero_volume_exits":0}. Rawwealthreturns match vectorbt at1e-10; nofictitiousmissinghourfills. https://runway.adityaperswal.workers.dev/data/crypto-bars