Notes

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"CRM","close":244.24,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":821326,"dollar_volume":200600662.24,"day_pct":-1.9982344916138262,"bid":231.9,"ask":0,"quote_time":"2026-09-09T20:00:04.972280271Z","Security Name":"Salesforce, Inc. Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"LQD","close":105.285,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":2362028,"dollar_volume":248686117.98,"day_pct":-0.1706727350305859,"bid":105.2,"ask":105.31,"quote_time":"2026-09-09T20:00:10.447881382Z","Security Name":"iShares iBoxx $ Investment Grade Corporate Bond ETF","ETF":"Y"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"IWM","close":290.69,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":888004,"dollar_volume":258133882.76,"day_pct":-1.3573585802029275,"bid":290.67,"ask":290.74,"quote_time":"2026-09-09T20:58:00.001092935Z","Security Name":"iShares Russell 2000 Index Fund","ETF":"Y"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"INTC","close":106.24,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":2586081,"dollar_volume":274745245.44,"day_pct":1.7040015316867718,"bid":106.11,"ask":0,"quote_time":"2026-09-09T20:00:01.973755197Z","Security Name":"Intel Corporation - Common Stock","ETF":"N"} https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"GOOG","close":328.385,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":890540,"dollar_volume":292439977.9,"day_pct":-2.085693839823488,"bid":312.36,"ask":0,"quote_time":"2026-09-09T20:00:01.228858573Z","Security Name":"Alphabet Inc. - Class C Capital 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":"IREN","lb":40,"exit":10,"period":"holdout","slippage":0.001,"return":56.87062954678106,"drawdown":74.36720886779553,"sample":7,"win_rate":28.57142857142857,"mean_pct":19.264305940709296,"avgwin_pct":114.24952546693096,"avgloss_pct":18.729781869779373},{"symbol":"IREN","lb":40,"exit":10,"period":"holdout","slippage":0.003,"return":52.5391567558891,"drawdown":74.87477431659583,"sample":7,"win_rate":28.57142857142857,"mean_pct":18.78799990010954,"avgwin_pct":113.39403577797214,"avgloss_pct":19.05441445103549}] 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":"AVGO","close":364.335,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":891616,"dollar_volume":324846915.35999995,"day_pct":-1.174508022188181,"bid":347.51,"ask":377.36,"quote_time":"2026-09-09T20:00:02.053284147Z","Security Name":"Broadcom 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":"IREN","lb":40,"exit":10,"period":"train","slippage":0.001,"return":28.197673574420623,"drawdown":50.70836861242169,"sample":9,"win_rate":44.44444444444444,"mean_pct":5.911392765355206,"avgwin_pct":30.054500821854802,"avgloss_pct":13.403093679844474},{"symbol":"IREN","lb":40,"exit":10,"period":"train","slippage":0.003,"return":23.664622168892382,"drawdown":50.90514218115523,"sample":9,"win_rate":44.44444444444444,"mean_pct":5.488391926968043,"avgwin_pct":29.535120022024646,"avgloss_pct":13.748990549077241}] 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":"AMD","close":521.13,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":668558,"dollar_volume":348405630.54,"day_pct":3.0644634963956197,"bid":491.91,"ask":542.99,"quote_time":"2026-09-09T20:00:00.002240017Z","Security Name":"Advanced Micro Devices, 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":"IREN","lb":40,"exit":5,"period":"holdout","slippage":0.001,"return":53.760652995160484,"drawdown":69.69567353885783,"sample":8,"win_rate":37.5,"mean_pct":14.177255841537354,"avgwin_pct":64.68899809168512,"avgloss_pct":16.12978950855132},{"symbol":"IREN","lb":40,"exit":5,"period":"holdout","slippage":0.003,"return":48.918183840503495,"drawdown":70.2957419817172,"sample":8,"win_rate":37.5,"mean_pct":13.721257446965163,"avgwin_pct":64.03135541175021,"avgloss_pct":16.464801331905864}] 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":"QQQ","close":716.35,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":513906,"dollar_volume":368136563.1,"day_pct":-0.2895202037776712,"bid":716.28,"ask":716.37,"quote_time":"2026-09-09T20:58:33.206225253Z","Security Name":"Invesco QQQ Trust, Series 1","ETF":"Y"} 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":"IREN","lb":40,"exit":5,"period":"train","slippage":0.001,"return":-14.372564891078255,"drawdown":65.490603596863,"sample":12,"win_rate":33.33333333333333,"mean_pct":1.5544216875394714,"avgwin_pct":32.680877312148,"avgloss_pct":14.008806124764794},{"symbol":"IREN","lb":40,"exit":5,"period":"train","slippage":0.003,"return":-18.385615472788693,"drawdown":66.17393836063673,"sample":12,"win_rate":33.33333333333333,"mean_pct":1.14881399934264,"avgwin_pct":32.15101194403952,"avgloss_pct":14.352284973005796}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

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":"IREN","lb":20,"exit":10,"period":"holdout","slippage":0.001,"return":102.42638181676953,"drawdown":72.1910785248838,"sample":8,"win_rate":25,"mean_pct":23.423924133446896,"avgwin_pct":140.27658513090583,"avgloss_pct":15.526962865706087,"ci":[-17.59918840888907,77.03010299690169],"p_loss20":0.0696,"pathq_pct":[-2.8807066518871887,51.441279402551565,149.61836401013434]},{"symbol":"IREN","lb":20,"exit":10,"period":"holdout","slippage":0.003,"return":96.05125599009033,"drawdown":72.74173442639565,"sample":8,"win_rate":25,"mean_pct":22.93101278088417,"avgwin_pct":139.31719469308652,"avgloss_pct":15.86438118984994}] 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":"SNDK","close":1763.72,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":217412,"dollar_volume":383453892.64,"day_pct":1.4991338976905855,"bid":1663.45,"ask":1841.23,"quote_time":"2026-09-09T20:00:00.017031826Z","Security Name":"Sandisk Corporation - Common Stock When-Issued","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":"IREN","lb":20,"exit":10,"period":"train","slippage":0.001,"return":61.77886218976022,"drawdown":59.04345502143079,"sample":12,"win_rate":41.66666666666667,"mean_pct":8.140838454679741,"avgwin_pct":35.79580812108355,"avgloss_pct":11.612711307037268},{"symbol":"IREN","lb":20,"exit":10,"period":"train","slippage":0.003,"return":54.196867514884936,"drawdown":59.451143406722984,"sample":12,"win_rate":41.66666666666667,"mean_pct":7.708937606854124,"avgwin_pct":35.25350786221616,"avgloss_pct":11.965755432690191}] 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":"AMZN","close":252.395,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":1557770,"dollar_volume":393173359.15000004,"day_pct":-1.7746297989920334,"bid":240.35,"ask":265.89,"quote_time":"2026-09-09T20:00:02.007151508Z","Security Name":"Amazon.com, 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":"IREN","lb":20,"exit":5,"period":"holdout","slippage":0.001,"return":98.41325773676577,"drawdown":67.12294690938279,"sample":9,"win_rate":33.33333333333333,"mean_pct":16.561248040374593,"avgwin_pct":76.40434925048919,"avgloss_pct":13.3603025646827},{"symbol":"IREN","lb":20,"exit":5,"period":"holdout","slippage":0.003,"return":91.39739331597372,"drawdown":67.77395897128055,"sample":9,"win_rate":33.33333333333333,"mean_pct":16.09573268238299,"avgwin_pct":75.69993856163285,"avgloss_pct":13.706370257241932}] 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":"GOOGL","close":330.655,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":1192931,"dollar_volume":394448599.80499995,"day_pct":-2.2858240491740345,"bid":314.83,"ask":0,"quote_time":"2026-09-09T20:00:02.383846196Z","Security Name":"Alphabet 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":"IREN","lb":20,"exit":5,"period":"train","slippage":0.001,"return":11.689595474285435,"drawdown":65.49060359686298,"sample":15,"win_rate":33.33333333333333,"mean_pct":4.420071140679717,"avgwin_pct":37.9045903500724,"avgloss_pct":12.322188464016623},{"symbol":"IREN","lb":20,"exit":5,"period":"train","slippage":0.003,"return":5.185272439726741,"drawdown":66.1739383606367,"sample":15,"win_rate":33.33333333333333,"mean_pct":4.003023699856325,"avgwin_pct":37.35387177366919,"avgloss_pct":12.672400337050105}] 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":"NVDA","close":223.77,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":2177299,"dollar_volume":487214197.23,"day_pct":-0.9078026746966561,"bid":213.94,"ask":0,"quote_time":"2026-09-09T20:00:02.687687449Z","Security Name":"NVIDIA Corporation - 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":"IREN","lb":10,"exit":10,"period":"holdout","slippage":0.001,"return":145.7256281049941,"drawdown":65.73751604493349,"sample":8,"win_rate":25,"mean_pct":26.10846766659639,"avgwin_pct":142.68088172722685,"avgloss_pct":12.749003686947091},{"symbol":"IREN","lb":10,"exit":10,"period":"holdout","slippage":0.003,"return":137.5123051439736,"drawdown":66.47813088168846,"sample":8,"win_rate":25,"mean_pct":25.604839541296233,"avgwin_pct":141.71189327026647,"avgloss_pct":13.097511701693854}] 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":"MU","close":1027.7,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":539393,"dollar_volume":554334186.1,"day_pct":2.7422595899107227,"bid":969.18,"ask":0,"quote_time":"2026-09-09T20:00:03.932821437Z","Security Name":"Micron Technology, 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":"IREN","lb":10,"exit":10,"period":"train","slippage":0.001,"return":68.3665224946868,"drawdown":56.88429614282418,"sample":14,"win_rate":42.857142857142854,"mean_pct":7.982938015178169,"avgwin_pct":35.26624691026952,"avgloss_pct":12.479543656140343},{"symbol":"IREN","lb":10,"exit":10,"period":"train","slippage":0.003,"return":59.19709756044762,"drawdown":57.31347716127839,"sample":14,"win_rate":42.857142857142854,"mean_pct":7.551667510315663,"avgwin_pct":34.72606067454118,"avgloss_pct":12.829127362853477}] 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":"SPCX","close":147.53,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":3811440,"dollar_volume":562301743.2,"day_pct":-3.8579341805148215,"bid":138.48,"ask":153.82,"quote_time":"2026-09-09T20:00:00.018369368Z","Security Name":"Space Exploration Technologies Corp. - 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":"IREN","lb":10,"exit":5,"period":"holdout","slippage":0.001,"return":140.8540919624628,"drawdown":59.49323295349289,"sample":9,"win_rate":33.33333333333333,"mean_pct":19.09374821702364,"avgwin_pct":78.0072136480365,"avgloss_pct":10.362984498482797},{"symbol":"IREN","lb":10,"exit":5,"period":"holdout","slippage":0.003,"return":131.8742405165845,"drawdown":60.29532412215922,"sample":9,"win_rate":33.33333333333333,"mean_pct":18.61812304761884,"avgwin_pct":77.29640427975282,"avgloss_pct":10.721017568448147}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all