Notes

[{"sample":35,"return_pct":-18.345955757313583,"win_rate":40,"average_win":1.3639911586840747,"average_loss":1.8481409663668704,"mean_pct":-0.5632881163464923,"ci_low":-1.1050470598830704,"ci_high":0.000858085460691287,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.002,"managed":false,"drawdown":25.610093830305548,"vectorbt_return":-18.345955757313916,"agreement_error":3.339550858072471e-13},{"sample":35,"return_pct":-17.811731307150847,"win_rate":45.714285714285715,"average_win":1.1149231472666041,"average_loss":1.9449932720358043,"mean_pct":-0.5461743374975606,"ci_low":-1.0686130857563152,"ci_high":-0.010796614611042008,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.002,"managed":false,"drawdown":20.977873458042417,"vectorbt_return":-17.811731307151106,"agreement_error":2.5934809855243657e-13},{"sample":7,"return_pct":-5.19311141525951,"win_rate":57.14285714285714,"average_win":1.9045567240833672,"average_loss":4.194610895726891,"mean_pct":-0.709372255835315,"ci_low":-3.025041133043543,"ci_high":1.538313270091778,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.002,"managed":false,"drawdown":11.068061883313119,"vectorbt_return":-5.1931114152596365,"agreement_error":1.2612133559741778e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

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

[{"sample":35,"return_pct":-7.765057670752351,"win_rate":48.57142857142857,"average_win":1.1542476315919092,"average_loss":1.5178631647942606,"mean_pct":-0.2199807779781209,"ci_low":-0.6897717782793654,"ci_high":0.2734549963170242,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.0005,"managed":true,"drawdown":16.24514154430432,"vectorbt_return":-7.765057670752781,"agreement_error":4.298783551348606e-13},{"sample":35,"return_pct":-11.576315524949809,"win_rate":48.57142857142857,"average_win":1.0711578752331257,"average_loss":1.6735938221568343,"mean_pct":-0.34042871199599667,"ci_low":-0.81450598341162,"ci_high":0.13582977850480352,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.0005,"managed":true,"drawdown":16.048858012501622,"vectorbt_return":-11.576315524950168,"agreement_error":3.588240815588506e-13},{"sample":7,"return_pct":-1.5011138415761849,"win_rate":71.42857142857143,"average_win":1.286534954581029,"average_loss":3.8588057529029274,"mean_pct":-0.18356239041438713,"ci_low":-2.1072361018288417,"ci_high":1.5401298121161395,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.0005,"managed":true,"drawdown":6.567187920166129,"vectorbt_return":-1.5011138415762346,"agreement_error":4.973799150320701e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

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

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GPOR|179.115|7178|1285687.47|0.982608938391547|-1.466057872153148|2026-09-04T04:00:00Z;GRNI|20.9|263|5496.7|0.0|0.917431192660545|2026-09-03T04:00:00Z;GMAY|43.855|220|9648.1|0.0|-0.3635124389412825|2026-09-02T04:00:00Z;GLRY|38.75|283|10966.25|0.0|-0.2574002574002643|2026-09-02T04:00:00Z;GPMT|1.05|2588|2717.4|4.761904761904766|1.449275362318847|2026-09-04T04:00:00Z;GLIX|27.005|300|8101.5|0.0|0.0|2026-08-28T04:00:00Z;GOVZ|33.715|11290|380642.35|0.6228681595728929|0.4468940861016124|2026-09-04T04:00:00Z;GOOW|59.54|203|12086.62|0.0|-1.2439873942610702|2026-09-04T04:00:00Z;GRX|10.1|507|5120.7|0.0|-0.19762845849802257|2026-09-03T04:00:00Z;GOLS|26.85|109|2926.65|0.0|-1.7383348581884617|2026-09-02T04:00:00Z;GPJA|20.39|256|5219.84|0.8827856792545351|0.6416584402763936|2026-09-01T04:00:00Z;GSID|78.59|463|36387.17|0.0|1.7214600051773221|2026-09-04T04:00:00Z;GORO|4.14|54020|223642.8|8.091787439613537|2.348578491965392|2026-09-04T04:00:00Z;GLTR|202.53|500|101265.0|0.0|1.9685832242473111|2026-09-03T04:00:00Z;GMOD|28.02|200|5604.0|0.0|0.3581661891117305|2026-09-02T04:00:00Z;GJUN|41.97|269|11289.93|0.0|0.4307250538406304|2026-09-03T04:00:00Z;GMF|156.96|824|129335.04|0.12742099898064288|0.057372346528983265|2026-09-02T04:00:00Z;GROV|1.05|2432|2553.6|2.8571428571428594|-3.669724770642202|2026-09-03T04:00:00Z;GPN|92.51|81198|7511626.98|4.04821100421575|0.8283378746594128|2026-09-04T04:00:00Z;GLED.U|10.01|100|1001.0|0.0|-0.29880478087648266|2026-05-08T04:00:00Z;GSJY|56.13|400|22452.0|0.0|0.5013428827215671|2026-09-04T04:00:00Z;GLW|154.24|345701|53320922.24|4.762059128630704|5.607668606641569|2026-09-04T04:00:00Z;GLXU|7.12|620|4414.4|0.0|25.131810193321602|2026-09-03T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"sample":35,"return_pct":-9.305970016126574,"win_rate":40,"average_win":1.6685402603617567,"average_loss":1.5532427470387495,"mean_pct":-0.264529544078547,"ci_low":-0.8174932790422839,"ci_high":0.2849438865793197,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":10,"slip":0.0005,"managed":false,"drawdown":18.975919881513047,"vectorbt_return":-9.30597001612692,"agreement_error":3.4638958368304884e-13},{"sample":35,"return_pct":-8.71260114198764,"win_rate":45.714285714285715,"average_win":1.4187239216707905,"average_loss":1.6503860464062294,"mean_pct":-0.24736434671387736,"ci_low":-0.7708327962795181,"ci_high":0.27367060707513846,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":10,"slip":0.0005,"managed":false,"drawdown":16.93010136427624,"vectorbt_return":-8.712601141987875,"agreement_error":2.3447910280083306e-13},{"sample":7,"return_pct":-3.181111172017914,"win_rate":57.14285714285714,"average_win":2.21072996028317,"average_loss":3.9067626682245913,"mean_pct":-0.41105259479158485,"ci_low":-2.8052932741367633,"ci_high":1.7848338850495749,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":10,"slip":0.0005,"managed":false,"drawdown":10.342502286882937,"vectorbt_return":-3.181111172017978,"agreement_error":6.394884621840902e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

CkOM96qkLmcZtKbzuohiLe0wWfDoYis2Zr1yeFXCuFV96OojloahysWtUHQY1dRN7z8tzSt0ArWSq9HR4B0oHF4QnR500/HDx3V4Wm+9Deew4rsxR0uw1gTYUfIIKzU3N10Ubr3qvNXSgNfqP+LgSFa1BIaa05Dam/Px88PTYLSiYvGfh8P7wd9yZf+1xFC6PurdvPWUjz5e65ogp11pgSCgSeQpzSslcdQLNSBkho6mCACIhS8ruJXrrW+XPQUz7+8t6t3Z0EJYN9DopRuUBFqrlbRVQ3pTQ9gLrBmAkdQINyC4iZAbpdi7297eP2JQXe/td9+DIPNzdugqiFr61IYxIGlI8g+cG4xaZ+7Ek9Fj20aoeQt2hoO7bzt30sXiHfnwFWtIKWQzYwt1/JP/vPttcP9l+qmTOSm6qasWfjC7a9q0Fa+PWBPkUE2mQD6+Y5LWHcNcSXgLy/uKFZTrVtJhYq/C9jXUb/koEOPX6OOkVUL2N4vZg/suSVULBCUisApj8FdwGStuiU2avx4+jSYJ77zGFRydIJWdpYdLDwuzyiMGK7fFeAxn5NRprq34I4XR89pUZS2hoHM2lMpo8HU4df9cuiXr7infSV9QxWwHHgDLI1/UVc8rhHsQyEkftX5DE6aWvkWaSyk2pa6fd1CpMdg1r8/W2wa0F8oYLX1GLktFSxGBiXx7q0YlprKhQTE/jP/euR4/fXu8+za6/9waQV4sTTNyff33ZxBn/SvyqdBYkjmBxDrkHm2poirpIOWAk/3rk5ZnlGtETvd03GXaB0+qiyNFkcriWDC4klUDEvZ2Krf52gL5rc27bV83XJ1cscCuc+2/5CEJcAZhg8hQ0SA+x1WxiIP4rFrjFlhDxAQPiXTXkS+7c/Vt/MSA6XF7/uXNHmYEObtWI7dIqqBIy91M+ZG4ADUspYjqK6sdh1yTJGPJTGijz95/3cfsDSfjxx8DCUv/kjT/ZfjwOFwPFfB+CU9Rahx1K1YObkoWa8NTvPYol0ugUi6jBcl43SfK5syJMG6W+qyE4qvcGY/ZaIFEiZyxMtldmMg+3DmE7aWrvO7v6bhcVaflDn2S0IjOoUTGwV36o353rztdg7+oKXf+84h0NZn+n0hYT8OHRgSWhLT46P/rrdJk76ATQ26MDTtJunq8lrs6BaJMasi3ttYeh9pO0n6BDCBbxGWtC+UfXMnP9WV0t04su8anymeJnRG2jYR+kODeTPWQEF/BPTjSvVu1zqlU5kQaeUBlSbpRvcfYzfWfpfe7G9xvOU0/OqAozqkDgFThSlLrSUMW5OZEtkuKZQ+2wPoBuSYPEKBpRMlCrY1oJshJVURNtIAWiy/WN9N1Ki5Q6Pw5U2Jzom2DZGoQUZW0XFJRSiWZq5Deindh17QN9m5OVHwzO+2EmIylT4XRfRf3dVTAqB7kQVaqsRelWTVo1RQFvY48Qfmi/2iT/+60t8T4abE8ahg/wDulkyFDqbFxyk6pKT0f3P0++JVN0q79hlzcfuRA5CTkHN6mOIy6WFSNJ7a0pej4SiRRe0IrTaIrYbxh8yf9/NQcfvhzuT/epsq+/PSps7A1XWmnS2S75OAy7USJx6IO0nwo9N5QbhmJcrVkqBcECN2u7V9e9m9eckZW9j1z/NU+5Jna50uJwPh1SfiCo45BHR5RsTTVOjisNbAL/SQHFLLTsIJtkeQ/K2VnOR+HqS1U5RkaxKpoFi+FBq/CujoGRJJXpIF23cbSQDcgNe3iem9lo4yaHbRXJf6o7WeMckk16D1TJ/0Xqd3lbFWVxHGJ9m8N https://runway.adityaperswal.workers.dev/data/stock-snapshots

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GRNJ|29.34|3874|113663.16|0.7839127471029326|2.7670753064798603|2026-09-04T04:00:00Z;GRMN|277.0|21363|5917551.0|0.989169675090256|-0.03608805485385558|2026-09-04T04:00:00Z;GPI|300.695|23177|6969208.015|5.991120570677925|5.673871024424515|2026-09-04T04:00:00Z;GOOX|69.435|591|41036.085|1.4978037013033658|-2.1628857263632506|2026-09-04T04:00:00Z;GSUI|10.94|348|3807.12|0.2742230347349119|-4.786771105308974|2026-09-04T04:00:00Z;GOLF|86.85|14002|1216073.7|1.2607944732297052|0.34662045060658286|2026-09-04T04:00:00Z;GRPM|145.09|115|16685.350000000002|0.0|0.932173913043477|2026-09-03T04:00:00Z;GLDM|87.735|189265|16605164.775|0.8434490226249443|-0.8476012883539608|2026-09-04T04:00:00Z;GNL|9.12|71602|653010.24|1.2061403508771869|-0.16420361247948545|2026-09-04T04:00:00Z;GOOP|35.72|289|10323.08|0.0|-2.961151860907374|2026-08-31T04:00:00Z;GPTY|42.74|300|12822.0|0.2339728591483421|0.39934225980737814|2026-09-04T04:00:00Z;GMUB|50.26|2108|105948.08|0.07958615200954865|-0.09938382031405846|2026-09-04T04:00:00Z;GRN|33.27|200|6654.000000000001|0.09017132551848853|2.7803521779425466|2026-09-01T04:00:00Z;GRPZ|31.97|100|3197.0|0.0|9.299145299145305|2026-06-30T04:00:00Z;GSST|50.42|249|12554.58|0.0|0.03968253968253954|2026-09-04T04:00:00Z;GOLD|46.29|43524|2014725.96|8.878807517822423|11.703667953667951|2026-09-04T04:00:00Z;GLBL|23.97|100|2397.0|0.0|-5.1068883610451365|2026-04-06T04:00:00Z;GMTL|10.945|6703|73364.335|3.471904979442659|-0.40946314831664665|2026-09-04T04:00:00Z;GOAU|48.945|385|18843.825|0.45969966288691677|1.230610134436394|2026-09-04T04:00:00Z;GLED|10.01|200|2002.0|0.0|0.09999999999998899|2026-09-04T04:00:00Z;GJUL|44.61|100|4461.0|0.0|0.033636057854025125|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"sample":35,"return_pct":-18.86141647485432,"win_rate":37.142857142857146,"average_win":0.9544949479950625,"average_loss":1.4958057369889133,"mean_pct":-0.5856940539948652,"ci_low":-1.0477004232105935,"ci_high":-0.12173577663412427,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":5,"slip":0.002,"managed":true,"drawdown":24.4885511437954,"vectorbt_return":-18.861416474854693,"agreement_error":3.730349362740526e-13},{"sample":35,"return_pct":-20.669682112468646,"win_rate":40,"average_win":0.8434475856752308,"average_loss":1.645808241892385,"mean_pct":-0.6501059108653385,"ci_low":-1.0932683273887898,"ci_high":-0.1913216515176167,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":5,"slip":0.002,"managed":true,"drawdown":21.521374721911947,"vectorbt_return":-20.669682112468898,"agreement_error":2.5224267119483557e-13},{"sample":7,"return_pct":-3.5480262293219544,"win_rate":57.14285714285714,"average_win":1.2488252960352997,"average_loss":2.791081896064777,"mean_pct":-0.48256350057901887,"ci_low":-2.36639490582148,"ci_high":1.2209631481022911,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":5,"slip":0.002,"managed":true,"drawdown":7.543274998500838,"vectorbt_return":-3.548026229322069,"agreement_error":1.1457501614131615e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

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

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GSG|34.785|72388|2518016.58|1.3799051315222195|-0.4436176302232475|2026-09-04T04:00:00Z;GSY|50.145|8364|419412.78|0.009971083856806166|0.009972078181097466|2026-09-04T04:00:00Z;GPK|10.42|469113|4888157.46|2.0633397312859874|-2.61682242990654|2026-09-04T04:00:00Z;GLIN|45.96|201|9237.96|0.0|-0.1303780964797996|2026-09-01T04:00:00Z;GSL|46.39|8656|401551.84|0.7113602069411474|1.3878264670527773|2026-09-04T04:00:00Z;GMAR|45.0|800|36000.0|0.13333333333333838|-0.022217285047765323|2026-09-02T04:00:00Z;GOP|44.71|101|4515.71|0.0|0.845832863426188|2026-09-04T04:00:00Z;GMRS|13.5|26229|354091.5|2.8888888888888933|0.44642857142858094|2026-09-04T04:00:00Z;GLOF|61.845|313|19357.485|0.0|0.13762953367875141|2026-09-04T04:00:00Z;GSWO|65.84|104|6847.360000000001|0.0|-0.2121855107608428|2026-09-04T04:00:00Z;GRNB|23.74|184|4368.16|0.0|0.0|2026-09-04T04:00:00Z;GLO|5.645|8519|48089.755|0.8857395925597843|-0.7908611599297122|2026-09-04T04:00:00Z;GOTU|2.19|34323|75167.37|4.337899543378984|-0.2277904328018221|2026-09-04T04:00:00Z;GNOV|42.61|100|4261.0|0.0|0.16455101081336299|2026-09-02T04:00:00Z;GRNT|5.09|64321|327393.89|2.4557956777996073|0.0|2026-09-04T04:00:00Z;GSSC|90.175|308|27773.9|0.016634322151372963|0.16105742530267975|2026-09-04T04:00:00Z;GSEW|97.53|669|65247.57|0.6049420691069449|0.9261654679981302|2026-09-03T04:00:00Z;GLAS|8.89|15905|141395.45|5.286839145106849|4.098360655737721|2026-09-04T04:00:00Z;GLAM|28.9|1400|40460.0|0.0|1.5817223198594021|2026-09-04T04:00:00Z;GNRC|187.45|25149|4714180.05|1.595092024539867|2.4428899333260423|2026-09-04T04:00:00Z;GKOS|177.68|27718|4924934.24|3.388113462404328|-1.447667646569406|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"sample":35,"return_pct":-19.37903887863721,"win_rate":34.285714285714285,"average_win":1.2826871280219698,"average_loss":1.5852713211145242,"mean_pct":-0.6019712814105833,"ci_low":-1.088654592087077,"ci_high":-0.0834273090617776,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":5,"slip":0.002,"managed":false,"drawdown":26.12026541016338,"vectorbt_return":-19.379038878637573,"agreement_error":3.623767952376511e-13},{"sample":35,"return_pct":-18.2033300468199,"win_rate":40,"average_win":1.1577795628521983,"average_loss":1.7068690230122057,"mean_pct":-0.5610095886664441,"ci_low":-1.054998570849571,"ci_high":-0.03200295074791864,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":5,"slip":0.002,"managed":false,"drawdown":20.19898120474879,"vectorbt_return":-18.203330046820227,"agreement_error":3.268496584496461e-13},{"sample":7,"return_pct":-5.19311141525951,"win_rate":57.14285714285714,"average_win":1.9045567240833672,"average_loss":4.194610895726891,"mean_pct":-0.709372255835315,"ci_low":-3.0756291909927476,"ci_high":1.538313270091778,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":5,"slip":0.002,"managed":false,"drawdown":11.068061883313119,"vectorbt_return":-5.1931114152596365,"agreement_error":1.2612133559741778e-13}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

[{"symbol":"BTC/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":79096.805,"last_complete_dollarvol":82648.44991928694,"spread_bps":3.458540493896813,"quote_time":"2026-09-08T02:03:21.128919154Z"}] All9requestedreturned; dollarsarefeedvolume*close proxy,notglobalturnover. Currentdailybarpartial; quotedspreadsnotroundtripcost orentryedge. https://runway.adityaperswal.workers.dev/data/crypto-snapshots

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GDIV|18.92|1300|24596.000000000004|0.2114164904862534|-0.8385744234800652|2026-08-31T04:00:00Z;GCTS|1.77|76848|136020.96|5.367231638418077|1.4326647564469885|2026-09-04T04:00:00Z;GSBD|9.96|22585|224946.6|1.8072289156626475|0.809716599190291|2026-09-04T04:00:00Z;GRDN|40.78|24165|985448.7|1.9862677783227127|1.7465069860279403|2026-09-04T04:00:00Z;GOOL|12.62|102|1287.24|0.0|3.6124794745484357|2026-09-03T04:00:00Z;GNMX|36.52|331|12088.12|0.0|3.251342945999447|2026-08-25T04:00:00Z;GLV|6.06|267|1618.02|0.0|0.16528925619834212|2026-09-03T04:00:00Z;GS|1037.91|39952|41466580.32|1.5083196038192108|0.05301920259122017|2026-09-04T04:00:00Z;GLQ|7.945|540|4290.3|0.0|0.6970849176172411|2026-09-04T04:00:00Z;GMOV|32.73|100|3272.9999999999995|0.0|1.0497066995986293|2026-08-27T04:00:00Z;GSPY|42.6|150|6390.0|0.0|0.8522727272727293|2026-09-03T04:00:00Z;GTIP|47.59|205|9755.95|0.0|0.010507512871704705|2026-09-03T04:00:00Z;GTN.A|7.68|116|890.88|0.0|-5.185185185185182|2026-08-26T04:00:00Z;GL|174.15|8426|1467387.9|1.0163652024117036|-1.3034854066307666|2026-09-04T04:00:00Z;GNK|27.635|49829|1377024.415|1.375067848742533|1.3570511644966032|2026-09-04T04:00:00Z;GPGI|13.62|138830|1890864.6|5.653450807635827|-2.2254127781766053|2026-09-04T04:00:00Z;GOVM|0.0|0|0.0|||;GMOM|36.72|183|6719.76|0.0|1.2406947890818643|2026-07-31T04:00:00Z;GRND|15.27|54212|827817.24|1.8991486574983574|-2.490421455938696|2026-09-04T04:00:00Z;GSIE|48.31|12423|600155.13|0.45539225833162067|0.1243523316062145|2026-09-04T04:00:00Z;GQGU|26.27|3859|101375.93|0.4567948229920099|0.26717557251909607|2026-09-04T04:00:00Z;GMNY|49.07|100|4907.0|0.0|-1.2278582930756787|2026-09-03T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"sample":35,"return_pct":-9.878497809522912,"win_rate":45.714285714285715,"average_win":1.0625259463831331,"average_loss":1.4234480611906148,"mean_pct":-0.28700280058547284,"ci_low":-0.7516140928893874,"ci_high":0.17479056305517382,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":5,"slip":0.0005,"managed":true,"drawdown":17.923983071887463,"vectorbt_return":-9.878497809523338,"agreement_error":4.263256414560601e-13},{"sample":35,"return_pct":-11.88695800861812,"win_rate":42.857142857142854,"average_win":1.073569390669169,"average_loss":1.4204913641429073,"mean_pct":-0.35160818350916034,"ci_low":-0.8026576466262644,"ci_high":0.11612289109237364,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":5,"slip":0.0005,"managed":true,"drawdown":15.305108546521051,"vectorbt_return":-11.886958008618443,"agreement_error":3.232969447708456e-13},{"sample":7,"return_pct":-1.5011138415761849,"win_rate":71.42857142857143,"average_win":1.286534954581029,"average_loss":3.8588057529029274,"mean_pct":-0.18356239041438713,"ci_low":-2.1446879251599476,"ci_high":1.5367564993276421,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":5,"slip":0.0005,"managed":true,"drawdown":6.567187920166129,"vectorbt_return":-1.5011138415762346,"agreement_error":4.973799150320701e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

[{"symbol":"DOGE/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":0.09049485,"last_complete_dollarvol":2891.891445345159,"spread_bps":31.578548758783228,"quote_time":"2026-09-08T02:03:20.934165485Z"},{"symbol":"PAXG/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":4424.4795,"last_complete_dollarvol":6772.4766960142115,"spread_bps":117.61285131148087,"quote_time":"2026-09-08T01:59:01.387961074Z"},{"symbol":"LINK/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":12.75,"last_complete_dollarvol":14951.477802573,"spread_bps":21.905805038334137,"quote_time":"2026-09-08T02:03:23.524015715Z"},{"symbol":"BCH/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":259.09,"last_complete_dollarvol":4366.50996024048,"spread_bps":61.76085356176598,"quote_time":"2026-09-08T02:03:21.327701912Z"}] All9requestedreturned; dollarsarefeedvolume*close proxy,notglobalturnover. Currentdailybarpartial; quotedspreadsnotroundtripcost orentryedge. https://runway.adityaperswal.workers.dev/data/crypto-snapshots

[{"sample":35,"return_pct":-10.453426611205774,"win_rate":37.142857142857146,"average_win":1.482658614364778,"average_loss":1.3586852111314183,"mean_pct":-0.303328933089974,"ci_low":-0.799628895344284,"ci_high":0.21464070655382886,"quarter_kelly":0,"symbol":"EEM","period":"train","hold":5,"slip":0.0005,"managed":false,"drawdown":19.53158912602424,"vectorbt_return":-10.453426611206197,"agreement_error":4.227729277772596e-13},{"sample":35,"return_pct":-9.147554097062793,"win_rate":40,"average_win":1.461709099775686,"average_loss":1.411546350750166,"mean_pct":-0.2622441705398252,"ci_low":-0.7538569413240717,"ci_high":0.2453116503848061,"quarter_kelly":0,"symbol":"EEM","period":"holdout","hold":5,"slip":0.0005,"managed":false,"drawdown":16.111311699145002,"vectorbt_return":-9.147554097063122,"agreement_error":3.2862601528904634e-13},{"sample":7,"return_pct":-3.181111172017914,"win_rate":57.14285714285714,"average_win":2.21072996028317,"average_loss":3.9067626682245913,"mean_pct":-0.41105259479158485,"ci_low":-2.7336735252556723,"ci_high":1.7835905222131188,"quarter_kelly":0,"symbol":"EEM","period":"recent","hold":5,"slip":0.0005,"managed":false,"drawdown":10.342502286882937,"vectorbt_return":-3.181111172017978,"agreement_error":6.394884621840902e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GEV|943.13|64438|60773410.94|1.9832896843489156|0.11783189316574294|2026-09-04T04:00:00Z;GDT|37.66|300|11297.999999999998|0.2257036643653767|8.311763014092598|2026-08-25T04:00:00Z;FXG|65.53|899|58911.47|0.564626888448046|0.830897061086322|2026-09-02T04:00:00Z;GCO|35.86|19549|701027.14|7.93363078639152|4.183614177803596|2026-09-04T04:00:00Z;FXU|47.085|15014|706934.1900000001|0.6796219602845923|-0.07427843803055056|2026-09-04T04:00:00Z;FVD|50.125|20579|1031522.375|0.44887780548628714|-0.6540481617282712|2026-09-04T04:00:00Z;GGOV|50.24|691|34715.840000000004|0.05971337579618061|-0.039793076004768224|2026-09-04T04:00:00Z;FXA|71.35|407|29039.45|0.0|0.08416327675688784|2026-09-04T04:00:00Z;GD|359.4|48917|17580769.8|1.030884808013367|-1.7549614564539961|2026-09-04T04:00:00Z;GFL|43.74|123444|5399440.5600000005|2.1719250114311905|0.4939689833429073|2026-09-04T04:00:00Z;GEVC|18.45|196|3616.2|0.0|2.8714803456927784|2026-08-26T04:00:00Z;GFR|6.165|49080|302578.2|1.7842660178426653|-0.6446414182111226|2026-09-04T04:00:00Z;FXB|129.55|168|21764.4|0.0|-1.2275083867032466|2026-09-02T04:00:00Z;GJT|23.23|100|2323.0|0.0|-0.38593481989708245|2026-09-02T04:00:00Z;GF|11.58|100|1158.0|0.0|-1.3628620102214661|2026-09-04T04:00:00Z;GDV|30.09|121|3640.89|0.0|-0.23209549071617763|2026-09-04T04:00:00Z;GGB|4.975|600990|2989925.25|1.5075376884422147|0.5050505050504972|2026-09-04T04:00:00Z;GIC|39.77|5676|225734.52|0.8800603469952261|1.6096065406234095|2026-09-04T04:00:00Z;FXC|70.92|481|34112.520000000004|0.04230118443316573|0.3537568982595163|2026-09-03T04:00:00Z;GDDY|101.255|103228|10452351.14|2.7257913189472176|-2.2823779193205995|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"symbol":"ETH/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":2490.4615,"last_complete_dollarvol":43006.46176598804,"spread_bps":1.9945164786423708,"quote_time":"2026-09-08T02:01:35.160288646Z"},{"symbol":"SOL/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":103.8095,"last_complete_dollarvol":48208.71041720427,"spread_bps":11.60554572441098,"quote_time":"2026-09-08T02:03:21.008384495Z"},{"symbol":"AVAX/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":8.0753,"last_complete_dollarvol":23744.43419638213,"spread_bps":63.13189638977888,"quote_time":"2026-09-08T02:02:49.925757739Z"},{"symbol":"LTC/USD","dailytime":"2026-09-08T00:00:00Z","last_complete_date":"2026-09-07T00:00:00Z","last_complete_close":55.20535,"last_complete_dollarvol":22932.151628274347,"spread_bps":62.39001472748757,"quote_time":"2026-09-08T02:01:29.525020301Z"}] All9requestedreturned; dollarsarefeedvolume*close proxy,notglobalturnover. Currentdailybarpartial; quotedspreadsnotroundtripcost orentryedge. https://runway.adityaperswal.workers.dev/data/crypto-snapshots

[{"sample":38,"return_pct":-20.11890239116143,"win_rate":36.84210526315789,"average_win":0.6446478912291109,"average_loss":1.2992300087473352,"mean_pct":-0.5830644666507497,"ci_low":-0.9337769417276359,"ci_high":-0.23089180305594176,"quarter_kelly":0,"symbol":"EFA","period":"train","hold":20,"slip":0.002,"managed":true,"drawdown":25.668246483688684,"vectorbt_return":-20.118902391161697,"agreement_error":2.6645352591003757e-13},{"sample":41,"return_pct":-16.32528884704988,"win_rate":36.58536585365854,"average_win":0.7861273961788795,"average_loss":1.1277192534028322,"mean_pct":-0.42753145477537663,"ci_low":-0.7622869098235419,"ci_high":-0.08388033827506941,"quarter_kelly":0,"symbol":"EFA","period":"holdout","hold":20,"slip":0.002,"managed":true,"drawdown":17.541337689775116,"vectorbt_return":-16.325288847050317,"agreement_error":4.369837824924616e-13},{"sample":7,"return_pct":-2.9563912756526367,"win_rate":71.42857142857143,"average_win":0.6903471598509858,"average_loss":3.157865610638283,"mean_pct":-0.40914220314594807,"ci_low":-1.947743645498237,"ci_high":0.8055624998048889,"quarter_kelly":0,"symbol":"EFA","period":"recent","hold":20,"slip":0.002,"managed":true,"drawdown":7.10692103646794,"vectorbt_return":-2.956391275652713,"agreement_error":7.638334409421077e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

{"symbol":"2330.TW","source":"https://query1.finance.yahoo.com/v8/finance/chart/2330.TW","date":1788829200,"bars":66,"close":2475,"return20":3.3402922755741082,"sma50":2395.3,"signal":true} CollectedSep8; currentAsia session partial; Europeanhistory endsSep4 versusSep7quote metadata; KAP35bars cannot be50daySMA. Unvalidateddescriptivefilter,zeroallocation; rawhistoryarchived. https://query1.finance.yahoo.com/v8/finance/chart/2330.TW

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GENI|7.49|192774|1443877.26|2.7369826435247004|-1.7060367454068248|2026-09-04T04:00:00Z;GDXJ|128.95|72273|9319603.35|1.7448623497479645|-2.4842137104397644|2026-09-04T04:00:00Z;GEF|84.91|19539|1659056.49|1.1306088799905876|-0.10588235294117787|2026-09-04T04:00:00Z;GDXW|44.65|200|8930.0|0.02239641657334381|0.8128245653646449|2026-09-02T04:00:00Z;FYLD|41.185|1102|45385.87|0.15782445064952003|-0.18177411536596244|2026-09-04T04:00:00Z;GBTG|9.48|39996|379162.08|0.05274261603374478|-0.052714812862408866|2026-09-04T04:00:00Z;FXR|86.2|180|15516.0|0.0|1.0550996483001285|2026-09-02T04:00:00Z;GJS|23.18|100|2318.0|0.0|-2.0287404902789574|2026-08-05T04:00:00Z;GGT|4.06|600|2435.9999999999995|0.24630541871922848|0.4950495049504955|2026-09-04T04:00:00Z;GCSH|50.08|100|5008.0|0.0|-0.3779590212850681|2026-08-20T04:00:00Z;GFSG|3.44|204|701.76|0.0|-9.473684210526311|2026-08-26T04:00:00Z;FVR|19.025|4076|77545.9|1.2614980289093405|-0.2882599580712797|2026-09-04T04:00:00Z;GBR|0.7501|352|264.0352|0.0|-6.819875776397522|2026-08-28T04:00:00Z;GCC|26.61|3123|83103.03|0.30063885757234815|0.15054572826496138|2026-09-02T04:00:00Z;GDXU|162.26|5537|898433.62|3.229384937754227|-6.55378944943561|2026-09-04T04:00:00Z;GIS|38.28|446596|17095694.88|2.0898641588296685|-2.533418204964988|2026-09-04T04:00:00Z;FXO|66.55|1013|67415.15|0.3456048084147318|-0.627146483500074|2026-09-04T04:00:00Z;GAU|2.275|202750|461256.25|2.63736263736264|-3.397027600849256|2026-09-04T04:00:00Z;GHTA|31.36|100|3136.0|0.0|3.772336201191262|2026-08-21T04:00:00Z;GDEC|40.7|3122|127065.4|0.04914004914003936|-0.12269938650305567|2026-09-04T04:00:00Z;GBND|49.48|886|43839.28|0.0|0.2228073728985258|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

[{"sample":38,"return_pct":-20.670093809352075,"win_rate":36.84210526315789,"average_win":0.8804039786863773,"average_loss":1.4627472373219161,"mean_pct":-0.5994809998451764,"ci_low":-0.9907984337756922,"ci_high":-0.19938511586094293,"quarter_kelly":0,"symbol":"EFA","period":"train","hold":20,"slip":0.002,"managed":false,"drawdown":26.454253919452054,"vectorbt_return":-20.67009380935238,"agreement_error":3.055333763768431e-13},{"sample":41,"return_pct":-16.809753829783702,"win_rate":43.90243902439025,"average_win":1.0714064290428351,"average_loss":1.6199929326668128,"mean_pct":-0.4384029689894064,"ci_low":-0.8538442319215167,"ci_high":-0.014464906325493002,"quarter_kelly":0,"symbol":"EFA","period":"holdout","hold":20,"slip":0.002,"managed":false,"drawdown":20.428124454923957,"vectorbt_return":-16.809753829784086,"agreement_error":3.836930773104541e-13},{"sample":7,"return_pct":-3.5058809959775616,"win_rate":57.14285714285714,"average_win":1.1224380989913574,"average_loss":2.632514503956429,"mean_pct":-0.4868273022719797,"ci_low":-2.1153402069312617,"ci_high":0.9156039614025857,"quarter_kelly":0,"symbol":"EFA","period":"recent","hold":20,"slip":0.002,"managed":false,"drawdown":8.271265690611518,"vectorbt_return":-3.5058809959776482,"agreement_error":8.659739592076221e-14}] https://runway.adityaperswal.workers.dev/data/stock-bars ; QLV90802 study.py frozen note877

{"symbol":"000660.KS","source":"https://query1.finance.yahoo.com/v8/finance/chart/000660.KS","date":1788825600,"bars":65,"close":1851000,"return20":30.35211267605633,"sma50":1804180,"signal":true} CollectedSep8; currentAsia session partial; Europeanhistory endsSep4 versusSep7quote metadata; KAP35bars cannot be50daySMA. Unvalidateddescriptivefilter,zeroallocation; rawhistoryarchived. https://query1.finance.yahoo.com/v8/finance/chart/000660.KS

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. GINC|49.53|400|19812.0|0.2725620835857016|-1.1574536020754311|2026-09-02T04:00:00Z;GJAN|46.04|200|9208.0|0.04344048653345597|0.39249890972525847|2026-09-03T04:00:00Z;FVAL|82.98|612|50783.76|0.06025548324897223|-0.07225433526011349|2026-09-04T04:00:00Z;GDO|10.095|900|9085.5|0.04952947003466077|0.14880952380953438|2026-09-04T04:00:00Z;FXZ|86.63|702|60814.26|0.17315017892184173|1.0498075352851854|2026-09-03T04:00:00Z;GENT|10.12|100|1012.0|0.0|0.0|2026-09-03T04:00:00Z;GAMR|97.02|218|21150.36|0.0|1.2734864300626203|2026-09-03T04:00:00Z;GFI|47.4|286894|13598775.6|2.1940928270042175|-1.60871821484172|2026-09-04T04:00:00Z;FXN|23.86|14734|351553.24|1.2573344509639595|-0.9136212624584639|2026-09-04T04:00:00Z;GGUS|67.13|119|7988.469999999999|0.0|0.9625507595127036|2026-09-04T04:00:00Z;GAM|66.83|190|12697.7|0.0|-0.565392054753755|2026-09-04T04:00:00Z;GIGL|49.24|900|44316.0|0.040617384240446835|-0.665725237038528|2026-09-01T04:00:00Z;GGRW|38.33|200|7666.0|0.0|2.7613941018766797|2026-08-11T04:00:00Z;FXI|35.89|1193821|42846235.69|0.55725828921706|1.4988687782805377|2026-09-04T04:00:00Z;GFEB|44.9|200|8980.0|0.0|0.1338090990187224|2026-09-03T04:00:00Z;GENM|10.25|105|1076.25|0.0|-0.19474196689386325|2026-08-21T04:00:00Z;GASZ|23.0|275|6325.0|0.0|-2.1692896639727843|2026-08-20T04:00:00Z;GEM|52.43|1169|61290.67|0.514972344077824|1.667636222610036|2026-09-04T04:00:00Z;GEF.B|108.475|4142|449303.45|0.3779672735653345|0.02305209774089434|2026-09-04T04:00:00Z;G|37.32|62128|2318616.96|1.8354769560557402|-1.995798319327724|2026-09-04T04:00:00Z;GDMA|42.3|166|7021.799999999999|0.0|0.2844950213371167|2026-09-04T04:00:00Z;FUTY|55.63|27461|1527655.4300000002|0.8987956138774043|0.2703677000721161|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt