Notes

MeasuredSep10~02:03–02:09UTC. Returns decimals unlesspct; source datesexplicit. Worldlocalcurrency/rawclose; equitydailySIPadjustmentall,USsnapshotIEXvolumeonly. Staleseriesnotcurrentrank; quotesnotfills. {"s":"CSR","close":57.23,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":79235,"dollar_volume":4534619.05,"day_pct":8.626743854987184,"bid":49.02,"ask":0,"quote_time":"2026-09-09T20:00:01.959141172Z","Security Name":"D/B/A Centerspace 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":"train","slippage":0.001,"return":-50.272087788917965,"drawdown":54.163450319143934,"sample":17,"win_rate":11.76470588235294,"mean_pct":-3.911187754600026,"avgwin_pct":3.667236797026357,"avgloss_pct":4.921644361483544},{"symbol":"SSL","lb":10,"exit":5,"period":"train","slippage":0.003,"return":-53.54119087760929,"drawdown":57.005099162105786,"sample":17,"win_rate":11.76470588235294,"mean_pct":-4.294976577302688,"avgwin_pct":3.2531946919221357,"avgloss_pct":5.30139941319933}] 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":"SSL","close":14.57,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":553039,"dollar_volume":8057778.23,"day_pct":9.548872180451129,"bid":12.4,"ask":16.73,"quote_time":"2026-09-09T20:00:00.082809821Z","Security Name":"Sasol Ltd. 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":"FTK","lb":40,"exit":10,"period":"holdout","slippage":0.001,"return":-60.02839884355621,"drawdown":61.12989225466383,"sample":8,"win_rate":25,"mean_pct":-9.05417908763518,"avgwin_pct":18.274663597914437,"avgloss_pct":18.163793316151718},{"symbol":"FTK","lb":40,"exit":10,"period":"holdout","slippage":0.003,"return":-61.28724655193854,"drawdown":62.127645844316234,"sample":8,"win_rate":25,"mean_pct":-9.417436945342796,"avgwin_pct":17.802308237178156,"avgloss_pct":18.490685339516446}] 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":"NET","close":314.03,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":316656,"dollar_volume":99439483.67999999,"day_pct":10.457263454097765,"bid":298.43,"ask":0,"quote_time":"2026-09-09T20:00:03.580145551Z","Security Name":"Cloudflare, 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":"FTK","lb":40,"exit":10,"period":"train","slippage":0.001,"return":-37.57449378366798,"drawdown":51.080314497839964,"sample":8,"win_rate":25,"mean_pct":-4.341150663775551,"avgwin_pct":13.312076490371549,"avgloss_pct":10.22555971515792},{"symbol":"FTK","lb":40,"exit":10,"period":"train","slippage":0.003,"return":-39.66105206215918,"drawdown":52.04899332797635,"sample":8,"win_rate":25,"mean_pct":-4.723223062540118,"avgwin_pct":12.859531915925231,"avgloss_pct":10.584141388695233}] 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":"BAND","close":48.96,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":53266,"dollar_volume":2607903.36,"day_pct":12.409597061187005,"bid":35.63,"ask":0,"quote_time":"2026-09-09T20:00:01.255928339Z","Security Name":"Bandwidth 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":"FTK","lb":40,"exit":5,"period":"holdout","slippage":0.001,"return":-31.945800320684235,"drawdown":51.29917504278796,"sample":8,"win_rate":25,"mean_pct":-3.2335155595426284,"avgwin_pct":25.585499412279926,"avgloss_pct":12.83985388348348},{"symbol":"FTK","lb":40,"exit":5,"period":"holdout","slippage":0.003,"return":-34.08906881215145,"drawdown":52.26352012518114,"sample":8,"win_rate":25,"mean_pct":-3.620009668568728,"avgwin_pct":25.083958990852405,"avgloss_pct":13.187999221709104}] 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":"ASO","close":51.22,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":460677,"dollar_volume":23595875.939999998,"day_pct":14.381420276909317,"bid":43.38,"ask":57.78,"quote_time":"2026-09-09T20:00:00.013540803Z","Security Name":"Academy Sports and Outdoors, 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":"FTK","lb":40,"exit":5,"period":"train","slippage":0.001,"return":-42.45909844631682,"drawdown":54.8634044438749,"sample":10,"win_rate":20,"mean_pct":-4.216501999698625,"avgwin_pct":14.598071733461357,"avgloss_pct":8.92014543298862},{"symbol":"FTK","lb":40,"exit":5,"period":"train","slippage":0.003,"return":-44.825557696610915,"drawdown":56.022011992273505,"sample":10,"win_rate":20,"mean_pct":-4.599071999410407,"avgwin_pct":14.14039343009933,"avgloss_pct":9.283938356787841}] 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":"FTK","close":27.865,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":62229,"dollar_volume":1734011.085,"day_pct":14.670781893004104,"bid":22.65,"ask":0,"quote_time":"2026-09-09T20:00:01.536183469Z","Security Name":"Flotek Industries, 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":"FTK","lb":20,"exit":10,"period":"holdout","slippage":0.001,"return":-63.617535058067155,"drawdown":67.16543789380894,"sample":10,"win_rate":30,"mean_pct":-7.629444962714034,"avgwin_pct":19.600734138187104,"avgloss_pct":19.299521720243092,"ci":[-19.200636927921824,5.406727991619897],"p_loss20":0.9568,"pathq_pct":[-25.749245085098575,-14.604927297679666,-0.6565682485288143]},{"symbol":"FTK","lb":20,"exit":10,"period":"holdout","slippage":0.003,"return":-65.0441179725152,"drawdown":68.26317952501257,"sample":10,"win_rate":30,"mean_pct":-7.998390398827262,"avgwin_pct":19.123085066829848,"avgloss_pct":19.621879884108882}] 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":"SIG","close":102.49,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":184886,"dollar_volume":18948966.14,"day_pct":23.88492687054271,"bid":87.47,"ask":116.05,"quote_time":"2026-09-09T20:00:00.011154468Z","Security Name":"Signet Jewelers Limited Common 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":"FTK","lb":20,"exit":10,"period":"train","slippage":0.001,"return":-46.48345211140522,"drawdown":60.3531108482797,"sample":10,"win_rate":30,"mean_pct":-4.8521246132766755,"avgwin_pct":9.569928644915208,"avgloss_pct":11.0330045810732},{"symbol":"FTK","lb":20,"exit":10,"period":"train","slippage":0.003,"return":-48.68440354551885,"drawdown":61.447830886698206,"sample":10,"win_rate":30,"mean_pct":-5.232157189768315,"avgwin_pct":9.132322829149642,"avgloss_pct":11.388362912161728}] 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":"ODD","close":16.49,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":673031,"dollar_volume":11098281.19,"day_pct":26.74865488086087,"bid":14.27,"ask":18.75,"quote_time":"2026-09-09T20:00:00.084812588Z","Security Name":"ODDITY Tech Ltd. - Class A 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":"FTK","lb":20,"exit":5,"period":"holdout","slippage":0.001,"return":-30.517492895089216,"drawdown":53.45946121052141,"sample":10,"win_rate":30,"mean_pct":-1.9028507837119717,"avgwin_pct":24.852445653416044,"avgloss_pct":13.369406399623978},{"symbol":"FTK","lb":20,"exit":5,"period":"holdout","slippage":0.003,"return":-33.24195253923597,"drawdown":54.56314178085828,"sample":10,"win_rate":30,"mean_pct":-2.294656943675678,"avgwin_pct":24.35383160306093,"avgloss_pct":13.715437749419939}] 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":"IRD","close":5.73,"date":"2026-09-09T04:00:00Z","previous_date":"2026-09-08T04:00:00Z","volume":1586680,"dollar_volume":9091676.4,"day_pct":32.027649769585274,"bid":4.84,"ask":6.51,"quote_time":"2026-09-09T20:00:01.092534202Z","Security Name":"Opus Genetics, 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":"FTK","lb":20,"exit":5,"period":"train","slippage":0.001,"return":-50.67095807154287,"drawdown":63.41911068457902,"sample":12,"win_rate":25,"mean_pct":-4.615659488347742,"avgwin_pct":11.511501195021827,"avgloss_pct":9.991379716137597},{"symbol":"FTK","lb":20,"exit":5,"period":"train","slippage":0.003,"return":-53.07658630776116,"drawdown":64.64210141544714,"sample":12,"win_rate":25,"mean_pct":-4.996636040220264,"avgwin_pct":11.066144567427038,"avgloss_pct":10.350896242769364}] 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":"FTK","lb":10,"exit":10,"period":"holdout","slippage":0.001,"return":-55.721790477944644,"drawdown":64.58960088704329,"sample":11,"win_rate":36.36363636363637,"mean_pct":-5.516592767667401,"avgwin_pct":14.733580398520758,"avgloss_pct":17.08812029120349},{"symbol":"FTK","lb":10,"exit":10,"period":"holdout","slippage":0.003,"return":-57.62780024706036,"drawdown":65.91009250594463,"sample":11,"win_rate":27.27272727272727,"mean_pct":-5.893972768734595,"avgwin_pct":19.12308506682984,"avgloss_pct":15.275369457071259}] 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":"XLB","n":2686,"first":"2016-01-04","last":"2026-09-09","close":51.39,"ADR20":0.7137499999999992,"dollar_volume20":573207981.5799999,"mom12_1":0.17654867256637163,"vol63_pct":19.16991117895711,"completed_month_1_3_12":[0.04481459448740832,0.033948194662480224,0.1628779518870005],"positive_count":3,"complete_signal":true} https://runway.adityaperswal.workers.dev/data/stock-bars

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":"FTK","lb":10,"exit":10,"period":"train","slippage":0.001,"return":-58.10321695475751,"drawdown":75.0613285826207,"sample":14,"win_rate":21.428571428571427,"mean_pct":-6.394276442299149,"avgwin_pct":9.569928644915217,"avgloss_pct":10.748150556993975},{"symbol":"FTK","lb":10,"exit":10,"period":"train","slippage":0.003,"return":-60.46395467367331,"drawdown":76.03919202892233,"sample":14,"win_rate":21.428571428571427,"mean_pct":-6.768152705632079,"avgwin_pct":9.132322829149638,"avgloss_pct":11.10464603329982}] 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":"UUP","n":2686,"first":"2016-01-04","last":"2026-09-09","close":27.98,"ADR20":0.06430999999999969,"dollar_volume20":32325749.5925,"mom12_1":0.06550549034456643,"vol63_pct":5.264577236399689,"completed_month_1_3_12":[-0.0017749378771743096,0.016630513376717282,0.06233471854930128],"positive_count":2,"complete_signal":true} https://runway.adityaperswal.workers.dev/data/stock-bars

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":"FTK","lb":10,"exit":5,"period":"holdout","slippage":0.001,"return":-25.630059439106272,"drawdown":55.85769348118789,"sample":12,"win_rate":25,"mean_pct":-1.1170597139516367,"avgwin_pct":24.85244565341605,"avgloss_pct":9.773561503074198},{"symbol":"FTK","lb":10,"exit":5,"period":"holdout","slippage":0.003,"return":-29.115511652523846,"drawdown":57.24789151669887,"sample":12,"win_rate":25,"mean_pct":-1.5120027738052961,"avgwin_pct":24.353831603060936,"avgloss_pct":10.133947566094042}] 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":"SOL/USD","n":1660,"first":"2021-01-01","last":"2026-09-09","close":101.5535,"ADR20":6.32701025425,"dollar_volume20":52534.67860610421,"mom12_1":-0.6502828357710699,"vol63_pct":51.91660103377062,"completed_month_1_3_12":[0.4155865564919947,0.25186710069860996,-0.4866884354148142],"positive_count":2,"complete_signal":true} https://runway.adityaperswal.workers.dev/data/crypto-bars

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":"FTK","lb":10,"exit":5,"period":"train","slippage":0.001,"return":-62.19924415887014,"drawdown":77.47713298688494,"sample":17,"win_rate":17.647058823529413,"mean_pct":-5.841029176459969,"avgwin_pct":11.511501195021829,"avgloss_pct":9.559428541777496},{"symbol":"FTK","lb":10,"exit":5,"period":"train","slippage":0.003,"return":-64.7546785753476,"drawdown":78.57567651288403,"sample":17,"win_rate":17.647058823529413,"mean_pct":-6.217114018324926,"avgwin_pct":11.066144567427054,"avgloss_pct":9.92066942955749}] https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all