Notes

DBPacIglBJXD0ipF45P1ZXCwqKLU5s1ucMIb1dOI4Tz0ebRs85sI61+fIbwuHNZddlihY03TTMF5frHxdB57iE8yjFLnb90d7I7WyOKFaer5/PEmpRDIAs1uUYhTl0+uaowMZe0fgp3q8taDcXYhoWUKKMuRppRa/1O328xqaD8XiaSXCgbaHBFFuUMjglpybXxsQ4pj0QpUZfBHbuadxOrF/EdCfDX+2V5T+8r0o7GmqYaWEV420YGVsSrMXbIeVS4yM1aUSMOz092BezV5MqK+wx+1fRK3C1LWao1mN2paok2j69AJhJnP86O7+hX/sbMt6A2+lzPn9mKmFVhxIFwL6htWV9ml+NSqU+GsPwXEtRni8Ff5e2yrEwFcz2YLsdG2cGon4dxJ70DuGCg8gc83dxl+YLLNIflAbZtc3+iolucdOmol49brlR+GYdclQUtdRZX8a9pt845ZGPSmSTS4pmufoWaXRkCAghYK8ij2szJLQYSIx0S1wjac5qlfPGa8it3sPWejHpLgeZ1L8JQK2KixnOxgqNtla+0YElXXw3jDzELfIdowGM5kgDPn6YVAfqv/VrNadgjUu3uHdxTPv8EedAdNP5EdmvOh1a9JKcNK+7JMA9LT8QtpjlfzXWLO1CqEgNe6iJSK3lij1D65VO1h5+G9agP+MYCcVooRG9Se5zzbECY7yT35S5tgQVwKOrRm668mUcr3ltRKgnlQ+F559hqBGSzL6sDC1vz5d3i96VX57jWf3fXMn6XeDqJhApQft86etcqPAnHgzLPTvhP0HyXIQ9PKg+AtBgqKLFy9bYWdxMx9UEjtTm5nDecENgmFVRHxi6T+Gm4GHjmfxdEW1teN9JjhT1Cahzejt5yy06QzbghCjqbPmjYvgZevt8xT+AGZ1JWJfEGrgM8CLVxOpzl/rM5e/mbHlt8xy1vYDkn4mO2TN5U7/E5mkpJrvXz5WsfbtsEQF557M6suoTyig4JFFiHTg6M9DHTcYNd6ZH20id6h1WoihTPr6o7MaTr3nM0z4UkIJd3MnBqtweV0Ef07whdUQtPnjWV4Pggv85FyH2mtvXZDvQYcpbhlqnj1cvYhwhk2xd5HQg3m4OOgB958KqYI6addrqZVUVr2RYfMHx+fgzGEO58HAhpeH4Nk5shIQ+ijKLg4nGYE8jtdDCT+4LJCp2sOewayCEnBvUoUZS2wiU3n9OYVryonVILFEouU0Dn4pJEYdJ3G795c6vZDHYMPg20HKY2ma+reegQRB4d/81R47P5oz8aULJO/cnSzip7MWOH413+L/OWjQBlWmd9XgTeDy1c4eocDO/Gzf+37aVtyB6Atp/K7UG/65Mrq0mi0mERI3npl1u0hgYRFhYa+g+vgihfK2dUioTaSPfFRkWjTXl/M8fA3pXvqT2eDj1TeMwUmIDA/wjZIwQMrla22dSKmyU/DojGN3wpW4wzjcMlxWz3PaVmzI2r4WEWGVEqt0GWLeNrMXstpIe0Cw7EX2sz4cZP1F3HycKlkjKsgNJImAHOzbKZNH+g3gA6oOxOIc8WPB3d7gyDv6Cdp3Wy0psoG8bFirIlEdMVTBvzmAgq6mHsU2sQti6uSn1yYtd12R2bG4ZHfgtPILaXQJ4sLI/keYqBAsEtLAu79sV8H9H99B4qx4uKpgkrn7bPj9SQtxoIsw5NlMdBDwGSBkxhgVGkKGYYik0wBPHmCn10j7ovn1haUbLOwid/dRQGSOQvl1L2RXW5+IbQE3giqlejbxuu3zxuIkjSK1MtCsurECaQ8dImeoW3PUmvEiH4Kf+wYdD0vPT21P1I3P5vwF4hg3HZxFux5+lnI5VmRgLx7Udq7Lt/6qwUs9h1rzneaCsLUJ4OGmh5RKTZ3Gz983kQMeDZ5Q+YrcSerYQHjNv7lD/Bl/Kt75Spd6Prw3OiflmyctCQmtEaomlnuyq https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":true,"compression":null,"stress":2,"period":"train","return":-47.0939775,"drawdown":48.5214496,"win_rate":18.1818182,"N":11,"mean_trade_pct":-5.53887423,"avg_win_pct":2.56289853,"avg_loss_pct":7.33926817,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-25.5775386,"fees_usd":42.2201735,"exposure_pct":3.69863014},{"symbol":"LTC/USD","tf":"1Day","trend":true,"compression":null,"stress":2,"period":"holdout","return":-7.96776392,"drawdown":8.41045446,"win_rate":60,"N":5,"mean_trade_pct":-1.6206358,"avg_win_pct":0.226392084,"avg_loss_pct":4.39117764,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-28.0135222,"fees_usd":24.279382,"exposure_pct":1.4}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

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 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":true,"compression":null,"stress":1,"period":"train","return":-43.4689735,"drawdown":45.1597666,"win_rate":18.1818182,"N":11,"mean_trade_pct":-4.9651348,"avg_win_pct":2.8724445,"avg_loss_pct":6.70681909,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-25.5775386,"fees_usd":43.5929109,"exposure_pct":4.24657534},{"symbol":"LTC/USD","tf":"1Day","trend":true,"compression":null,"stress":1,"period":"holdout","return":-6.57053894,"drawdown":7.29972986,"win_rate":60,"N":5,"mean_trade_pct":-1.32371619,"avg_win_pct":0.528886225,"avg_loss_pct":4.10261982,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-28.0135222,"fees_usd":24.4608162,"exposure_pct":1.4}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

{"period":"recent","cost":"stress","return":0.3883577007847361,"drawdown":1.7058992137510942,"n":9,"win":55.55555555555556,"W":0.8903424016897254,"L":0.9282668226251898,"K":0.023044964266495188,"partial":7,"same_day":0,"exit_counts":{"breakeven":2,"target":5,"stop":2},"reconcile":0,"fillerr":0,"rows":10880} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

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 https://runway.adityaperswal.workers.dev/data/stock-bars

{"period":"recent","cost":"base","return":1.8270568454578084,"drawdown":1.5397404286932925,"n":9,"win":77.77777777777779,"W":0.9297095772245942,"L":1.5315234845823562,"K":0.10292700704603543,"partial":7,"same_day":0,"exit_counts":{"breakeven":2,"target":5,"stop":2},"reconcile":0,"fillerr":0,"rows":10880} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":1,"stress":2,"period":"train","return":-30.6928663,"drawdown":30.692998,"win_rate":14.2857143,"N":7,"mean_trade_pct":-5.05405575,"avg_win_pct":2.35285168,"avg_loss_pct":6.28854032,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-25.5775386,"fees_usd":29.1674785,"exposure_pct":3.69863014},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":1,"stress":2,"period":"holdout","return":0,"drawdown":0,"win_rate":null,"N":0,"mean_trade_pct":null,"avg_win_pct":null,"avg_loss_pct":null,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":0,"buyhold_pct":-28.0135222,"fees_usd":0,"exposure_pct":0}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

{"period":"holdout","cost":"stress","return":-10.219205520157814,"drawdown":10.547213697120828,"n":60,"win":51.66666666666667,"W":1.0098601271398548,"L":1.6727483053177203,"K":0,"partial":34,"same_day":9,"exit_counts":{"breakeven":10,"target":24,"stop":26},"reconcile":0,"fillerr":0,"rows":79291} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

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 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":1,"stress":1,"period":"train","return":-29.2153065,"drawdown":29.4265282,"win_rate":14.2857143,"N":7,"mean_trade_pct":-4.76749858,"avg_win_pct":2.6617637,"avg_loss_pct":6.00570896,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-25.5775386,"fees_usd":29.4591985,"exposure_pct":3.97260274},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":1,"stress":1,"period":"holdout","return":0,"drawdown":0,"win_rate":null,"N":0,"mean_trade_pct":null,"avg_win_pct":null,"avg_loss_pct":null,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":0,"buyhold_pct":-28.0135222,"fees_usd":0,"exposure_pct":0}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

{"period":"holdout","cost":"base","return":-2.958619104193694,"drawdown":4.962779156876207,"n":60,"win":56.666666666666664,"W":1.2165123619899256,"L":1.5611579357533323,"K":0.002641821277265727,"partial":34,"same_day":9,"exit_counts":{"breakeven":10,"target":24,"stop":26},"reconcile":0,"fillerr":0,"rows":79291} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

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 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":0.75,"stress":2,"period":"train","return":-24.8083738,"drawdown":24.8085167,"win_rate":16.6666667,"N":6,"mean_trade_pct":-4.59206597,"avg_win_pct":2.35285168,"avg_loss_pct":5.98104949,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-25.5775386,"fees_usd":25.6198653,"exposure_pct":3.28767123},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":0.75,"stress":2,"period":"holdout","return":0,"drawdown":0,"win_rate":null,"N":0,"mean_trade_pct":null,"avg_win_pct":null,"avg_loss_pct":null,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":0,"buyhold_pct":-28.0135222,"fees_usd":0,"exposure_pct":0}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

{"period":"train","cost":"stress","return":-2.52328119981714,"drawdown":5.44836870040788,"n":24,"win":66.66666666666666,"W":1.79397636973347,"L":1.26470474223988,"K":0.1079189241481956,"partial":17,"same_day":6,"exit_counts":{"breakeven":3,"target":14,"stop":7},"reconcile":0,"fillerr":0,"rows":31421} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

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 https://runway.adityaperswal.workers.dev/data/stock-bars

{"period":"train","cost":"base","return":0.6230632020922888,"drawdown":3.29784660349125,"n":24,"win":70.83333333333334,"W":1.977108622265553,"L":1.1083149421567535,"K":0.1362081733705362,"partial":17,"same_day":6,"exit_counts":{"breakeven":3,"target":14,"stop":7},"reconcile":0,"fillerr":0,"rows":31421} Barclose-check proxy, regular+extended availablebars, buy09:30baropen thencheckeachcompletedclose;firststop/target fullcloseelsepartial+1R. Notactualquotefills/venuephase; 2016–18 dailycalibration; no retuning. UnitpayoffK is notweightedbookK. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=15Min&feed=sip&adjustment=all ; QVM90806 study15.py

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":0.75,"stress":1,"period":"train","return":-23.4364396,"drawdown":23.6649054,"win_rate":16.6666667,"N":6,"mean_trade_pct":-4.30411446,"avg_win_pct":2.6617637,"avg_loss_pct":5.69729009,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-25.5775386,"fees_usd":25.8415179,"exposure_pct":3.56164384},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":0.75,"stress":1,"period":"holdout","return":0,"drawdown":0,"win_rate":null,"N":0,"mean_trade_pct":null,"avg_win_pct":null,"avg_loss_pct":null,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":0,"buyhold_pct":-28.0135222,"fees_usd":0,"exposure_pct":0}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

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 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":null,"stress":2,"period":"train","return":-55.1524588,"drawdown":56.3625028,"win_rate":20,"N":15,"mean_trade_pct":-5.12802947,"avg_win_pct":2.29842291,"avg_loss_pct":6.98464257,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-25.5775386,"fees_usd":53.8323065,"exposure_pct":6.43835616},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":null,"stress":2,"period":"holdout","return":-11.9786653,"drawdown":11.9786653,"win_rate":50,"N":6,"mean_trade_pct":-2.07688789,"avg_win_pct":0.226392084,"avg_loss_pct":4.38016787,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-28.0135222,"fees_usd":28.1182894,"exposure_pct":1.6}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

ThKWZxBJUEQ+8rS8as0VZPwAC13jZ2isAufUesc96W97i/YAWf9JBij68a+eVqfxsDbzr0gVK2zEJj3LBA0dxIOQKQS+ITrJrfTP19w/wuAhgH1iavPMUjH/0LxtPH8LqxAw8jwR21LMR/qqm3gfYOOVnyohWfRTHXC1LUiUzs+9URTBZsMd8KWrxwgKArheDpmj0kHz2CA1Rtj593OdPBDwXIzVVTc5Kx1973cG0o4y/qCy0dWfPKRU3f9UnGZLGGHEVhCsisx0HEpO1qX38YkacNTqFCBAiddEQGzmCcMvcq4zQe4qb6Jygix2Ji+1HCn8OzRuGPI/x3yFsFZp12Vnsk6l7RUpnKhDyfZubWLSXK6f8Wgg8GhjUBiZZCj3DobjtrNyhBWRmShQjvC9Ymx0TKRTIBHq4LGKFeMn1q6zTwEMiRhwGktKdlQvSE4o3JuMRaGLDQs/fNOzP4/52lhigOFblaD8ZmNNKI/N/1CkhFFFsH1TwM+66VchD+MTuiszSCFcZ97iMEc1IXtdpg9wpKwSJXGd7wotmPzzTCvPnjQ8Misc3O15QMaBBUESTirGgfKvZqwzOq4l0h8/toyNIUTmlyO5ITptAicRKIpo7uxUjzhdw2TDF/WIPh7aWScmkm0e9vfuLSESWvx0IJqbs3fafXZtYjgyJ5nZp3mTzNvtm+PBXqXdJ/CHfInNixcK/nDXbvK9FRcWi7BqXs09H9JduSFoDlAYkQAVdLmt265eAe2a7h1nKrfD126LfMSfCh71WsgRD+I5O4ZWHW4GaNyNjwMI/ny97ZA2I3sgZlNeVEQDYOk0pknHCpxTOaPwYG7HGcWq9Ks48h68UXQC23Ij0diaxLC/ffCvj0W5WJwfoaqqQMgwwRmlHOeckjx9VaCQa7YZ2lZb3SGK//c4sMrzHMA4NRM278pFOpsS4xjqahO7FUN61DjQ9hHOh1xJrFUMzdSqphmQ0SoOq48XHRLRvE4gVXRZbMUXHzan86Bmx29/EAklPpXtdXzhJ0fAmIWyMGdYBeuTm/IK1T39sOSjs6mcaS0J1rHwb74thsR8iq23l+gA9EEb2ccvr0Wet+KhjDYCbfs23fbKQG1eu0w2eNACT2k+1jD6Sq2WBptWXMnLicLRHRxYWUoMTaTX+L15O4VBVnDmKguStWA0uZtz2JU4eow5eLglNdafLfXfZ0+72nwtjzUz4LFFvC7MICAF62roXF7iKfs51HxN1zJe8hg79CTZvIO5f32jftq8OrseeRfW2SX0CUWHHbyuynaFdXcp5Mt/59BXelTDz97xqGqwiPPlUyPQAuiA2ilEir2RkMxOhqMEzSHfH0oGAzz87K9SwDy5nW23M2D/KeTIIBEW+1uHAqTYeBiFWcAST/gid1VDaehSc20lWzY9+8X6l3ZQklAwa84nknwmi+oEhMbbdphozA7BM4fE/oBk7TzaN0WfnH9syMxYd0gczsQ3Zs4H4PAkGjw7zxtMVEaHDiSDzLj40crNEZYwNdBwUmW61yLyKf1dh4EAS1ie4ufJ2p01zkvMTE4pu/FmyBui3xRnk4G3ta3K3kuDMVL5MzWxLYTHtj0kW566xzT7S6pN1PMpOlCzif7J5eOeKTXpr6fJ+7DEI9inkz8TOdfkunXtcQtKr0h9kQ7iqgZLr5QGSDDov4Hcmr/MHvqmexjfUBbDBHnFHW7Gevdjk451VetvDyIXSEjRg57nnZJEevGBPdEul7L/UZ65EF7f6tLwHvFl0Cxv0DhTpbfVn6TXUrGBYxgopGoGMP2fyiZxFo+ujp20/MOBRACSMOAcAKmtvJpa2RvtaIGZpmJuX3alfV7MVZfvj8Xh1yWdiFGzYHVG4IJbaT1NGNlUH43FZ6dJBvvNKVZinHcFLPhvsmmjCoyg6VRe79vrzE9knIJdkgwi15Wp/hIVx7lHcUuoMgYzo8 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":null,"stress":1,"period":"train","return":-46.3818522,"drawdown":47.9855237,"win_rate":21.4285714,"N":14,"mean_trade_pct":-4.24803898,"avg_win_pct":3.88130223,"avg_loss_pct":6.46513204,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-25.5775386,"fees_usd":54.8362722,"exposure_pct":7.67123288},{"symbol":"LTC/USD","tf":"1Day","trend":false,"compression":null,"stress":1,"period":"holdout","return":-10.3726423,"drawdown":10.3726423,"win_rate":50,"N":6,"mean_trade_pct":-1.7813453,"avg_win_pct":0.528886225,"avg_loss_pct":4.09157682,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":-28.0135222,"fees_usd":28.3696589,"exposure_pct":1.6}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

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 https://runway.adityaperswal.workers.dev/data/stock-bars

ComputedSep8 06:11UTC correctedentry-bar/exactfees model. Frozen note968;2025train/2026Jan1–Sep7holdout;nextopen,ADRstop/1.5ADRtarget,+1Rhalf/BE,5dayhorizon,stopfirstbarambiguity. 25bpfee eachside; slipstress1=5bpmajors/30bpXRP-LTC/15bpUNI-LINK,stress2doubles. Results [{"symbol":"UNI/USD","tf":"1Day","trend":true,"compression":1,"stress":2,"period":"train","return":-13.9336302,"drawdown":23.4619989,"win_rate":50,"N":4,"mean_trade_pct":-3.1630739,"avg_win_pct":6.15350015,"avg_loss_pct":12.4796479,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":2.27373675e-13,"buyhold_pct":-57.3787591,"fees_usd":20.4224395,"exposure_pct":2.73972603},{"symbol":"UNI/USD","tf":"1Day","trend":true,"compression":1,"stress":2,"period":"holdout","return":-1.98498013,"drawdown":14.8900846,"win_rate":50,"N":4,"mean_trade_pct":-0.190158034,"avg_win_pct":7.09863703,"avg_loss_pct":7.4789531,"quarter_kelly":0,"boundary_exits":0,"reconciliation_usd":1.13686838e-13,"buyhold_pct":21.7493647,"fees_usd":19.3704314,"exposure_pct":2}]. Return/drawdown/winrate/means inpercent;Nexcludesboundaryforcedexit. Barresolution is not15minvenuevalidation. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

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 https://runway.adityaperswal.workers.dev/data/stock-bars