Notes

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"ATI","lb":10,"exit":5,"period":"holdout","slippage":0.001,"return":94.56945936588204,"drawdown":25.108535725362525,"sample":11,"win_rate":54.54545454545454,"mean_pct":7.750667468447622,"avgwin_pct":19.00815367817464,"avgloss_pct":5.7583159832248},{"symbol":"ATI","lb":10,"exit":5,"period":"holdout","slippage":0.003,"return":86.19397864238498,"drawdown":25.407504541734795,"sample":11,"win_rate":54.54545454545454,"mean_pct":7.320324194092715,"avgwin_pct":18.532870204558748,"avgloss_pct":6.134731018466526}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"TTAN","close":57.09,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":861930,"dollar_volume":49207583.7,"day_pct":-29.90791896869245,"bid":48.97,"ask":0,"quote_time":"2026-09-09T20:00:01.401897423Z","Security Name":"ServiceTitan, Inc. - Class A Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"ATI","lb":10,"exit":5,"period":"train","slippage":0.001,"return":12.943268864761448,"drawdown":33.1950584861857,"sample":18,"win_rate":33.33333333333333,"mean_pct":1.190544158442037,"avgwin_pct":13.190245190317729,"avgloss_pct":4.809306357495809},{"symbol":"ATI","lb":10,"exit":5,"period":"train","slippage":0.003,"return":5.097168362067605,"drawdown":34.2554364998752,"sample":18,"win_rate":33.33333333333333,"mean_pct":0.786389079500916,"avgwin_pct":12.738186969822788,"avgloss_pct":5.18950986566002}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"INSP","close":66.515,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":85944,"dollar_volume":5716565.16,"day_pct":6.868573264781497,"bid":49.1,"ask":77.18,"quote_time":"2026-09-09T20:00:01.438396716Z","Security Name":"Inspire Medical Systems, Inc. Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":40,"exit":10,"period":"holdout","slippage":0.001,"return":115.39004723898611,"drawdown":25.44378337206965,"sample":4,"win_rate":50,"mean_pct":20.93168656797498,"avgwin_pct":48.542967368853496,"avgloss_pct":6.679594232903536},{"symbol":"SSL","lb":40,"exit":10,"period":"holdout","slippage":0.003,"return":111.54854085183474,"drawdown":26.037856219622924,"sample":4,"win_rate":50,"mean_pct":20.44872429735751,"avgwin_pct":47.94978009436526,"avgloss_pct":7.0523314996502355}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"COHU","close":56.695,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":93439,"dollar_volume":5297524.105,"day_pct":6.870876531573988,"bid":46.31,"ask":0,"quote_time":"2026-09-09T20:00:02.797004565Z","Security Name":"Cohu, Inc. - Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":40,"exit":10,"period":"train","slippage":0.001,"return":-57.18584400529121,"drawdown":59.88184659599922,"sample":7,"win_rate":0,"mean_pct":-11.223607002321758,"avgwin_pct":null,"avgloss_pct":11.223607002321758},{"symbol":"SSL","lb":40,"exit":10,"period":"train","slippage":0.003,"return":-58.368017827707,"drawdown":60.83322420316609,"sample":7,"win_rate":0,"mean_pct":-11.57820444322299,"avgwin_pct":null,"avgloss_pct":11.57820444322299}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"CHYM","close":34.54,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":1050530,"dollar_volume":36285306.199999996,"day_pct":6.968101579436348,"bid":32.54,"ask":36.65,"quote_time":"2026-09-09T20:00:00.020242917Z","Security Name":"Chime Financial, Inc. - Class A Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":40,"exit":5,"period":"holdout","slippage":0.001,"return":39.40069902097997,"drawdown":28.686425282262327,"sample":8,"win_rate":50,"mean_pct":3.1447144035855965,"avgwin_pct":15.161001387785134,"avgloss_pct":8.871572580613938},{"symbol":"SSL","lb":40,"exit":5,"period":"holdout","slippage":0.003,"return":34.74126251498366,"drawdown":29.537077742430128,"sample":8,"win_rate":50,"mean_pct":2.732758222464966,"avgwin_pct":14.70107585352593,"avgloss_pct":9.235559408595998}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"DDOG","close":225.19,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":303140,"dollar_volume":68264096.6,"day_pct":7.110920852359204,"bid":211.84,"ask":0,"quote_time":"2026-09-09T20:00:03.563826795Z","Security Name":"Datadog, Inc. - Class A Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":40,"exit":5,"period":"train","slippage":0.001,"return":-43.73988897190253,"drawdown":46.53915710215853,"sample":8,"win_rate":0,"mean_pct":-6.881038000630893,"avgwin_pct":null,"avgloss_pct":6.881038000630893},{"symbol":"SSL","lb":40,"exit":5,"period":"train","slippage":0.003,"return":-45.51171971653209,"drawdown":48.11937805853764,"sample":8,"win_rate":0,"mean_pct":-7.2529710982324636,"avgwin_pct":null,"avgloss_pct":7.2529710982324636}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"SKHY","close":198.67,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":937785,"dollar_volume":186309745.95,"day_pct":7.209540769521339,"bid":169.5,"ask":226.23,"quote_time":"2026-09-09T20:00:01.183290792Z","Security Name":"SK hynix Inc. - American Depositary Shares","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":20,"exit":10,"period":"holdout","slippage":0.001,"return":144.15514271310838,"drawdown":22.95761979116946,"sample":7,"win_rate":42.857142857142854,"mean_pct":15.06791794945903,"avgwin_pct":42.989412578631395,"avgloss_pct":5.873203022420245,"ci":[-4.156511009479448,44.14863582361196],"p_loss20":0.0125,"pathq_pct":[6.590085390765632,32.28256964759242,71.80133209962425]},{"symbol":"SSL","lb":20,"exit":10,"period":"holdout","slippage":0.003,"return":136.94018470014197,"drawdown":23.571502687365086,"sample":7,"win_rate":42.857142857142854,"mean_pct":14.608364006884521,"avgwin_pct":42.418395249922305,"avgloss_pct":6.24915942539382}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"AMBQ","close":63.83,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":75008,"dollar_volume":4787760.64,"day_pct":7.331427610559937,"bid":54,"ask":0,"quote_time":"2026-09-09T20:00:04.552063167Z","Security Name":"Ambiq Micro, Inc. Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":20,"exit":10,"period":"train","slippage":0.001,"return":-54.039264029046244,"drawdown":57.6956470017483,"sample":11,"win_rate":0,"mean_pct":-6.763276850947373,"avgwin_pct":null,"avgloss_pct":6.763276850947373},{"symbol":"SSL","lb":20,"exit":10,"period":"train","slippage":0.003,"return":-56.01770021022807,"drawdown":59.35443145437964,"sample":11,"win_rate":0,"mean_pct":-7.135680054346391,"avgwin_pct":null,"avgloss_pct":7.135680054346391}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"MXL","close":71.49,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":107361,"dollar_volume":7675237.89,"day_pct":7.422990232907578,"bid":60.69,"ask":80.64,"quote_time":"2026-09-09T20:00:00.009649561Z","Security Name":"MaxLinear, Inc - Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":20,"exit":5,"period":"holdout","slippage":0.001,"return":42.15197626258265,"drawdown":31.452430414714193,"sample":13,"win_rate":38.46153846153847,"mean_pct":2.1875688081754237,"avgwin_pct":15.79978135076679,"avgloss_pct":6.320064030944181},{"symbol":"SSL","lb":20,"exit":5,"period":"holdout","slippage":0.003,"return":34.679853519743176,"drawdown":32.809769057286445,"sample":13,"win_rate":38.46153846153847,"mean_pct":1.7794335789953974,"avgwin_pct":15.337305789060457,"avgloss_pct":6.694236552295266}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"JMKE","close":22.38,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":344594,"dollar_volume":7712013.72,"day_pct":7.51861638241651,"bid":19.26,"ask":0,"quote_time":"2026-09-09T20:00:05.031076455Z","Security Name":"Jersey Mike's Subs Inc. Class A Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":20,"exit":5,"period":"train","slippage":0.001,"return":-41.73593478332634,"drawdown":46.01183450118015,"sample":13,"win_rate":15.384615384615385,"mean_pct":-3.949315546261351,"avgwin_pct":3.6672367970263577,"avgloss_pct":5.334143245040934},{"symbol":"SSL","lb":20,"exit":5,"period":"train","slippage":0.003,"return":-44.68825345384621,"drawdown":48.26743883214591,"sample":13,"win_rate":15.384615384615385,"mean_pct":-4.332952161755166,"avgwin_pct":3.253194691922133,"avgloss_pct":5.712251589696493}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"AMBA","close":68.67,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":330193,"dollar_volume":22674353.310000002,"day_pct":8.039647577092502,"bid":59.06,"ask":79.19,"quote_time":"2026-09-09T20:00:00.003717435Z","Security Name":"Ambarella, Inc. - Ordinary Shares","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":10,"exit":10,"period":"holdout","slippage":0.001,"return":158.39825921341185,"drawdown":22.235927218923745,"sample":7,"win_rate":42.857142857142854,"mean_pct":15.474504159826836,"avgwin_pct":44.12572423533751,"avgloss_pct":6.01391089680617},{"symbol":"SSL","lb":10,"exit":10,"period":"holdout","slippage":0.003,"return":150.7624069838355,"drawdown":22.54636356865757,"sample":7,"win_rate":42.857142857142854,"mean_pct":15.013327113748542,"avgwin_pct":43.55017071876874,"avgloss_pct":6.389305590016605}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"CMPS","close":15.18,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":407358,"dollar_volume":6183694.4399999995,"day_pct":8.081167675329294,"bid":12.99,"ask":0,"quote_time":"2026-09-09T20:00:02.195892054Z","Security Name":"COMPASS Pathways Plc - American Depository Shares","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":10,"exit":10,"period":"train","slippage":0.001,"return":-60.98111703923118,"drawdown":63.75512846456437,"sample":15,"win_rate":6.666666666666667,"mean_pct":-6.0181725952757805,"avgwin_pct":0.7335697370358851,"avgloss_pct":6.500439904726614},{"symbol":"SSL","lb":10,"exit":10,"period":"train","slippage":0.003,"return":-63.25340944164131,"drawdown":65.72906380438705,"sample":15,"win_rate":6.666666666666667,"mean_pct":-6.393550275666941,"avgwin_pct":0.3312389127438337,"avgloss_pct":6.873892360553424}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"PLSE","close":52.84,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":73339,"dollar_volume":3875232.7600000002,"day_pct":8.345294238261225,"bid":46.25,"ask":64.32,"quote_time":"2026-09-09T20:00:01.085131589Z","Security Name":"Pulse Biosciences, Inc - Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

study.py; 1175 bars Jan2022–Sep9'26. signalshift nextopen, SMA50filter; flat split2025; fee5bp/side. Portfolio return includes marked open trade, sample/win/mean closed only. [{"symbol":"SSL","lb":10,"exit":5,"period":"holdout","slippage":0.001,"return":44.41686990918934,"drawdown":31.242804819652125,"sample":14,"win_rate":35.714285714285715,"mean_pct":2.162567906487904,"avgwin_pct":16.361967683368643,"avgloss_pct":5.725987525112506},{"symbol":"SSL","lb":10,"exit":5,"period":"holdout","slippage":0.003,"return":36.27948256672378,"drawdown":33.06419927802791,"sample":14,"win_rate":35.714285714285715,"mean_pct":1.7545324816054388,"avgwin_pct":15.897247858126178,"avgloss_pct":6.10253161646164}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all