Notes

{"base":{"symbol":"UNI","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.001,"bars":5999,"return_pct":-41.78763242330499,"drawdown_pct":44.4954523319537,"n":104,"win_rate_pct":40.38461538461539,"avg_win_pct":0.7193687316929325,"avg_loss_pct":1.3462806971664834,"expectancy_pct":-0.5120761201271039,"quarterKelly":0,"open_trades":1},"stress":{"symbol":"UNI","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.003,"bars":5999,"return_pct":-61.675092079586506,"drawdown_pct":62.94367198080144,"n":104,"win_rate_pct":21.153846153846153,"avg_win_pct":0.778952546171909,"avg_loss_pct":1.3634287378036387,"expectancy_pct":-0.9102326969626574,"quarterKelly":0,"open_trades":1},"bootstrap":{"symbol":"UNI","n":104,"block_length":5,"simulations":20000,"expectancy_pct":-0.5120761201271039,"mean_ci95_pct":[-0.764564235168074,-0.2630579904240895],"prob_mean_positive":0},"quality":{"symbol":"UNI","timeframe":"1Hour","original":32266,"used":7961,"duplicates":0,"removed":24305,"missing":2,"start":"2025-10-11 05:00:00+00:00","end":"2026-09-07 23:00:00+00:00"}} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. SMOG|136.255|100|13625.5|0.0|-2.3191626639902596|2026-09-02T04:00:00Z;SIMS|46.07|100|4607.0|0.0|-0.04339336081580214|2026-08-11T04:00:00Z;SMB|17.14|2464|42232.96|0.08751458576429737|0.0|2026-09-04T04:00:00Z;SNAP|5.48|979661|5368542.28|3.9233576642335737|-4.195804195804187|2026-09-04T04:00:00Z;SMUP|5.05|6100|30805.0|3.366336633663365|-5.607476635514019|2026-09-04T04:00:00Z;SKHQ|0.0|0|0.0|||;SII|129.47|3525|456381.75|2.031358615895571|-0.621737795517352|2026-09-04T04:00:00Z;SNTH|29.94|198|5928.12|0.0|-0.7294429708222805|2026-09-04T04:00:00Z;SKHX|16.1|23945|385514.50000000006|12.360248447204958|16.497829232995677|2026-09-04T04:00:00Z;SLI|2.4|35820|85968.0|2.9166666666666603|-1.6393442622950838|2026-09-04T04:00:00Z;SMRF|25.42|100|2542.0|0.0|1.1539992041385005|2026-09-04T04:00:00Z;SJM|126.09|42035|5300193.15|1.7130620985010792|-1.8831219360360918|2026-09-04T04:00:00Z;SMIN|72.375|417|30180.375|0.006908462867005806|-0.13797861331492633|2026-09-04T04:00:00Z;SMR|9.69|790757|7662435.329999999|3.4055727554179573|-0.7172131147541005|2026-09-04T04:00:00Z;SMDV|76.67|3193|244807.31|0.5608451806443102|0.30088958660388077|2026-09-04T04:00:00Z;SIM|30.5|200|6100.0|0.0|1.3289036544850363|2026-08-13T04:00:00Z;SIJ|15.6|100|1560.0|0.0|-3.703703703703698|2026-08-18T04:00:00Z;SIG|85.125|42990|3659523.75|3.947136563876651|3.7983172783806696|2026-09-04T04:00:00Z;SMC|34.23|1315|45012.45|1.0663160969909287|-0.7394519356241913|2026-09-04T04:00:00Z;SIXA|57.75|100|5775.0|0.0|-0.10378827192527584|2026-08-31T04:00:00Z;SLVP|40.58|14975|607685.5|1.9837358304583532|-2.5105105105105108|2026-09-04T04:00:00Z;SNX|263.09|25273|6649073.569999999|1.9765099395644035|0.35474519377478586|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

{"development":[{"threshold":5,"slippage":0.001,"return":-58.08799700377922,"n":227,"dd":59.802475378034856,"winrate":42.290748898678416},{"threshold":5,"slippage":0.003,"return":-83.09569507289241,"n":227,"dd":83.46395363982752,"winrate":25.11013215859031},{"threshold":10,"slippage":0.001,"return":-93.70308643702542,"n":440,"dd":93.7138639272856,"winrate":32.95454545454545},{"threshold":10,"slippage":0.003,"return":-98.91665662592897,"n":440,"dd":98.91665662592898,"winrate":19.772727272727273},{"threshold":15,"slippage":0.001,"return":-99.09576244721329,"n":662,"dd":99.12095668101604,"winrate":37.61329305135951},{"threshold":15,"slippage":0.003,"return":-99.93598735571672,"n":662,"dd":99.93759060154427,"winrate":22.80966767371601}],"aggregation":{"symbol":"LINK","hours":336,"days":14,"close_max_pct":0,"high_max_pct":0,"low_max_pct":0,"volume_ratio_min":0.9999999999999999,"volume_ratio_max":1.0000000000000002,"hourly_aggregated_adr14_pct":5.76924762678563},"indicators":{"symbol":"LINK","timeframe":"1Hour","close":12.75,"sma100":12.257652,"rsi2":55.69988768778324,"signal":false,"adr14_pct":1.1808345189112244,"return20_pct":-2.1687837853391345}} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. SMHB|4.27|478|2041.06|0.0|2.1531100478468845|2026-08-28T04:00:00Z;SMIZ|41.5|200|8300.0|0.3614457831325267|-2.6735459662288963|2026-09-01T04:00:00Z;SMN|19.01|200|3802.000000000001|0.05260389268806714|2.0397208803005995|2026-09-04T04:00:00Z;SNN|28.88|46673|1347916.24|1.0907202216066527|0.6622516556291203|2026-09-04T04:00:00Z;SM|36.425|121973|4442866.524999999|2.0452985586822168|-3.047644397125371|2026-09-04T04:00:00Z;SIF|20.85|1046|21809.1|0.0|-1.5580736543909235|2026-09-04T04:00:00Z;SLJY|31.72|106|3362.32|0.0|-1.7956656346749145|2026-09-04T04:00:00Z;SMLL|22.06|514|11338.84|0.0|-0.9429726088908907|2026-08-17T04:00:00Z;SIMX|12.16|100|1216.0|0.0|11.559633027522942|2026-09-04T04:00:00Z;SMOT|40.6|188|7632.8|0.0|-0.3436426116838476|2026-08-31T04:00:00Z;SK|26.87|2644|71044.28|13.025679196129513|16.320346320346314|2026-09-04T04:00:00Z;SJB|15.19|6043|91793.17|0.0|-0.06578947368420796|2026-09-04T04:00:00Z;SMU|6.655|33641|223880.855|6.085649887302784|-1.1144130757800963|2026-09-04T04:00:00Z;SIL|99.2|33377|3310998.4|1.9254032258064624|-2.1406727828746197|2026-09-04T04:00:00Z;SKE|33.11|32067|1061738.37|3.2467532467532556|-0.09052504526252392|2026-09-04T04:00:00Z;SMAX|28.27|200|5654.0|0.03537318712415285|-0.07069635913750094|2026-09-01T04:00:00Z;SMDX|27.67|100|2767.0|0.0|2.786032689450213|2026-08-17T04:00:00Z;SLB|57.505|449701|25860056.005000003|2.251978088861841|0.113161559888586|2026-09-04T04:00:00Z;SIXZ|32.14|717|23044.38|0.0|-0.2792429413589703|2026-09-01T04:00:00Z;SNAV|38.89|100|3889.0|0.0|-0.17967145790555028|2026-09-01T04:00:00Z;SLVY|22.67|100|2267.0|0.0|2.7651858567543153|2026-09-03T04:00:00Z;SIXJ|37.21|1300|48373.0|0.22843321687718585|0.3235373416015097|2026-09-02T04:00:00Z; 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

{"base":{"symbol":"LINK","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.001,"bars":5999,"return_pct":-45.892659961513175,"drawdown_pct":48.13290881601541,"n":102,"win_rate_pct":36.27450980392157,"avg_win_pct":0.5704470306670382,"avg_loss_pct":1.2335558569387373,"expectancy_pct":-0.579162652611152,"quarterKelly":0,"open_trades":1},"stress":{"symbol":"LINK","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.003,"bars":5999,"return_pct":-64.09157041256576,"drawdown_pct":64.27326859034724,"n":102,"win_rate_pct":19.607843137254903,"avg_win_pct":0.5395335771379376,"avg_loss_pct":1.3469501974710505,"expectancy_pct":-0.977051418135955,"quarterKelly":0,"open_trades":1},"bootstrap":{"symbol":"LINK","n":102,"block_length":5,"simulations":20000,"expectancy_pct":-0.579162652611152,"mean_ci95_pct":[-0.8626877277006246,-0.30364442344140713],"prob_mean_positive":0},"quality":{"symbol":"LINK","timeframe":"1Hour","original":32289,"used":31419,"duplicates":0,"removed":870,"missing":12,"start":"2023-02-06 09:00:00+00:00","end":"2026-09-07 23:00:00+00:00"}} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. SFYF|62.49|598|37369.02|0.0|-0.9980988593155771|2026-09-01T04:00:00Z;SGHC|14.0|144090|2017260.0|1.9642857142857169|-1.1299435028248594|2026-09-04T04:00:00Z;SHM|47.53|8197|389603.41|0.09467704607615106|0.06315789473685385|2026-09-04T04:00:00Z;SFY|151.87|196|29766.52|0.0|0.3767349636483841|2026-08-31T04:00:00Z;SCCG|24.02|200|4804.0|0.0|-0.2491694352159457|2026-07-20T04:00:00Z;SDCI|30.72|5471|168069.12|0.8951822916666621|-0.22734654108477192|2026-09-04T04:00:00Z;SBXE|10.09|1302|13137.18|0.0|-0.4930966469428033|2026-08-14T04:00:00Z;SD|14.35|17548|251813.8|1.2195121951219563|0.41987403778867005|2026-09-04T04:00:00Z;SDOG|73.7|356|26237.2|0.013568521031195257|0.23119815041479086|2026-09-03T04:00:00Z;SCHO|24.01|36811|883832.1100000001|0.04164931278634553|-0.02082032063293049|2026-09-04T04:00:00Z;SGLC|45.82|551|25246.82|0.0436490615451836|0.9918448313863903|2026-09-03T04:00:00Z;SCHQ|29.95|40294|1206805.3|0.3005008347245404|0.13373453694416337|2026-09-04T04:00:00Z;SHNY|9.95|22168|220571.6|2.512562814070352|-2.4987751102400813|2026-09-04T04:00:00Z;SHO|11.05|228784|2528063.2|1.0859728506787258|0.4089050431621999|2026-09-04T04:00:00Z;SCHX|30.35|290470|8815764.5|0.4448105436573246|-0.44284074134819384|2026-09-04T04:00:00Z;SHOC|102.88|320|32921.6|0.0|-3.389989670391591|2026-08-28T04:00:00Z;SLG|55.525|35545|1973636.125|2.5754164790634846|1.147645505055106|2026-09-04T04:00:00Z;SHYM|21.905|1145|25081.225|0.15978087194704468|0.022831050228311334|2026-09-04T04:00:00Z;SIXS|58.37|118|6887.66|0.0|-0.40948643576181887|2026-09-04T04:00:00Z;SIXD|31.55|212|6688.6|0.03169572107765947|0.3498727735368856|2026-09-04T04:00:00Z;SHRT|6.6|100|660.0|0.0|2.4844720496894235|2026-08-18T04:00:00Z; 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

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

{"development":[{"threshold":5,"slippage":0.001,"return":-78.91986391462127,"n":216,"dd":79.06416176394086,"winrate":34.72222222222222},{"threshold":5,"slippage":0.003,"return":-91.11532897269242,"n":216,"dd":91.140780112567,"winrate":18.98148148148148},{"threshold":10,"slippage":0.001,"return":-95.78970155727151,"n":456,"dd":95.80355920520496,"winrate":30.043859649122805},{"threshold":10,"slippage":0.003,"return":-99.32055186049298,"n":456,"dd":99.3214296762381,"winrate":16.447368421052634},{"threshold":15,"slippage":0.001,"return":-98.55487450111858,"n":662,"dd":98.55963094312752,"winrate":29.909365558912388},{"threshold":15,"slippage":0.003,"return":-99.89769690031174,"n":662,"dd":99.89782907121113,"winrate":16.1631419939577}],"aggregation":{"symbol":"LTC","hours":336,"days":14,"close_max_pct":0,"high_max_pct":0,"low_max_pct":0,"volume_ratio_min":0.9999999999999999,"volume_ratio_max":1,"hourly_aggregated_adr14_pct":4.708748432493877},"indicators":{"symbol":"LTC","timeframe":"1Hour","close":55.20535,"sma100":53.447748000000004,"rsi2":24.26708050355539,"signal":false,"adr14_pct":1.734888240507671,"return20_pct":1.8934283262119544}} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. SCCO|198.745|36621|7278240.645|1.8415557624091297|-0.3684579907760055|2026-09-04T04:00:00Z;SCHA|34.555|83535|2886551.925|1.1286355086094648|1.0675636150921486|2026-09-04T04:00:00Z;SCEC|24.445|200|4889.0|0.0|0.0|2026-09-04T04:00:00Z;SCHE|37.59|84747|3185639.7300000004|0.4921521681298089|0.7504690431519689|2026-09-04T04:00:00Z;SHG|82.245|3807|313106.715|0.5897015016110395|-2.472429740305937|2026-09-04T04:00:00Z;SEA|19.97|200|3994.0|1.1517275913870828|0.5032712632108582|2026-09-03T04:00:00Z;SCHR|24.24|67141|1627497.84|0.10313531353134728|-0.04123711340207059|2026-09-04T04:00:00Z;SDUR|25.145|100|2514.5|0.0||2026-08-28T04:00:00Z;SCUS|25.12|701|17609.12|0.0|0.0996214385335703|2026-09-04T04:00:00Z;SCLZ|56.9|100|5690.0|0.0|0.17605633802817433|2026-08-14T04:00:00Z;SFL|12.85|124166|1595533.1|2.4513618677042763|1.8225039619651273|2026-09-04T04:00:00Z;SDD|8.225|700|5757.5|0.0|-2.19976218787159|2026-08-26T04:00:00Z;SHAG|47.08|300|14124.0|0.0|-0.3386960203217715|2026-09-01T04:00:00Z;SH|32.35|780240|25240764.0|0.4636785162287437|0.46583850931676274|2026-09-04T04:00:00Z;SECU|49.3|600|29580.0|0.020283975659225174|-0.040551500405516805|2026-09-04T04:00:00Z;SCJ|110.755|1105|122384.275|0.365671978691708|1.7080674043803645|2026-09-03T04:00:00Z;SEIX|23.305|279|6502.095|0.0|0.021459227467812703|2026-09-02T04:00:00Z;SCD|15.62|1759|27475.58|0.7042253521126838|0.032020493115592075|2026-09-04T04:00:00Z;SETH|33.78|814|27496.92|0.14801657785671155|-4.495335029686165|2026-08-21T04:00:00Z;SGOV|100.465|516253|51865357.645|0.009953715224212527|0.0398307194423797|2026-09-04T04:00:00Z;SECT|72.085|850|61272.24999999999|0.027745023236451442|0.034693311129596616|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

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

{"base":{"symbol":"LTC","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.001,"bars":5999,"return_pct":-51.77772367368815,"drawdown_pct":52.16036540435516,"n":92,"win_rate_pct":14.130434782608695,"avg_win_pct":0.498960968697949,"avg_loss_pct":0.9976299616818438,"expectancy_pct":-0.7861551563020904,"quarterKelly":0,"open_trades":0},"stress":{"symbol":"LTC","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.003,"bars":5999,"return_pct":-66.62458723741572,"drawdown_pct":66.66491037225309,"n":92,"win_rate_pct":5.434782608695652,"avg_win_pct":0.6255351540793286,"avg_loss_pct":1.2871689097919694,"expectancy_pct":-1.183217601972877,"quarterKelly":0,"open_trades":0},"bootstrap":{"symbol":"LTC","n":92,"block_length":5,"simulations":20000,"expectancy_pct":-0.7861551563020904,"mean_ci95_pct":[-1.000935617369486,-0.5756970296138778],"prob_mean_positive":0},"quality":{"symbol":"LTC","timeframe":"1Hour","original":32296,"used":31426,"duplicates":0,"removed":870,"missing":4,"start":"2023-02-06 10:00:00+00:00","end":"2026-09-07 23:00:00+00:00"}} https://runway.adityaperswal.workers.dev/data/crypto-bars

Dc72D5AvyltMmyBxi8WglMndCrk2Cc4VYr8m6l9sNmqpNLAuk0DMAlhj7uRhqs9ux/HRPuvDup3Pm0COSRULIHFRQ8mW2yStXmxBoWCcdoPMHp3nExyKb9dkPvmgTp65KS7QeUYGSMVJEwLDUofh0lkYC2sMCz6XZvQl8tqYrUl5YeZv+zbv+Jkc7noxfIlP+0OpkZthQV1LXGw+xhmn4PaRN2kNTqwUEDDFLxrstkbC06Pf1Gksd8YrqYZRgUZMHnu7KOkYyRGglqp9pdt5BqLYlbNpXVDPV9e+G5OiTi+uGL3nBhjwucvQkXhTSvTtRqUoSp/oVK/F17XXzSUCRNKtwWCxMSEHxrPs8BNc3LO30pVlVb4rVEWk/ZE7oQJ50P2KRtYAB50SBoWVi5Iz1nwMnUPJXkPoGSuyP3P15rMNbtmb97ieZX2SUaRyUo3VjU8gwFSWKoVOo3QXxoYX/R1TwtmqyyX4/A/qma3UmU77R4g71M/gm11RN/hmSWAeCnNyvSxXqX5XD6PRLUS7vfOzPuyQZKijIo0Jyv843Yi9+evpJeSnJSXilQREUndKqVFynwQhdhQ1Q866bDqHEoMWqfc8rjY+s6J/8czHdpXU00OdzOYmip6BIgjsouqmPrp0qOxLawoTsNSXMxCtpGJGEdzVGfTFTnJbr4kSfmVpsvJAcZwtEKhoPLglbBQu0UtDMdvbT4dfR8rsmYFkW29OGwzs9QniZzHbaEmcrCXLVQZttqQgK98blqQkGKlNgiJisEuSqIWFVFSQ8RuJpuCz/u+fklG+jFX7RMvgi497g9HnsRywDevgN2qdlxuHWCnTJCzUkjqq0FUqviXVSoeTfke0oivBH3+bKMVdUUasttC/UjMXSuDB6F76ixYC+t5L7fzHM+VA5MRlS/gijitbyNqlpbCR4Fk0fzfCO5VlHxexdQKvkl6Cprt5TokhE0zP36irdJUVKkLVliTc6HnQhi0WOUoLBqEsnXzBrfNKJ3tmp7+CCMm8ia8vr1TSbZmPuMIzNxK9fKHyzgbYEwVBkBKLEZyu4ao6SA6QuFHAdK06x+Pp/QOF8P23L6pi1qwJN2Pvt/Yvg1NV58q1/FY9ytXgRXoGR/+KtwpQv+ZtfHy4G35dCw1PJW4z4mDHHzpQZqq8vLW3VZV8Cip8iypQRMCyG/WmL7Qqx6cXKzVvrujNPKez63/ljblhDpSEBClmuxa+VMFrFjCclhes6lSYSpRQetjY4zidz8NXX7B8flJzZrbyfXxZuiZXUcnR6YDaqRqNTlchyB5YY1VFA5wrXERAl+lHAR15Xm2uwsM3uRpVGKoXK9y4CmJBxE2OLtKmSeEE2r2T9KY75WqJFvkk07Ua7rWiUc6uztHMzjyqCD6mTqoEzDlNROzVlt7OrMgU8nn3FY2EZrP4zJSitQ24+EgCqbN4hIg7A+NTyRXdUCcHzAhBRQo6ayWtQpuzwTD1lwqgtNXMyObzj10Fsk4Gl2qknAl+bMFsLU1lomMrw7+MwdITlCtv8eyJnHFiQcS0PZtMBD5Rl6F54VitzR3UciQ0XUnAZEDCLaFXbk4jHXk2+25LWnCrMaR1wHB2cskzyWrUgW6QokKyZtk4zkYIaIgeWH0Myd1aWgEoVRgxssTvj26HnydkyfvHqb7Mc8nIZhKyDeP59JQ9ZY7s4VCAkwtlC1PQ5vIuV3IpdQjsXJx+xgdcF0Bq4BLTUVLaeHsdmbO3A5bdrh2xK48FPoWyQrvFyq/ZO3T7OB0/a6WQqb1OXn9cpwmtOFPKc6jwytTEIgVX 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. SCO|22.43|66718|1496484.74|4.279982166740976|-1.687486302870922|2026-09-04T04:00:00Z;SCM|8.81|21379|188348.99|3.064699205448349|1.0321100917431103|2026-09-04T04:00:00Z;SBND|18.665|500|9332.5|0.26788106080900465|0.21476510067113264|2026-09-04T04:00:00Z;SDIV|25.095|23376|586620.72|1.0360629607491454|-0.059737156511352474|2026-09-04T04:00:00Z;SEPM|33.24|600|19944.0|0.0|0.2110340669279509|2026-09-03T04:00:00Z;SCNM|24.675|500|12337.5|0.0|-0.28288543140028155|2026-08-28T04:00:00Z;SER|2.63|200|526.0|0.0|0.766283524904221|2026-09-03T04:00:00Z;SBXE.U|10.17|100|1017.0|0.0|1.0934393638170947|2026-06-11T04:00:00Z;SEPT|38.54|100|3854.0|0.0|0.2601456815816805|2026-09-04T04:00:00Z;SBR|74.3|1059|78683.7|0.08748317631224459|-1.79751519957706|2026-09-04T04:00:00Z;SBS|5.17|224301|1159636.17|3.7717601547388666|1.1741682974559575|2026-09-04T04:00:00Z;SCHV|34.81|244161|8499244.41|0.48836541223786756|0.1726618705035987|2026-09-04T04:00:00Z;SHAK|69.24|48683|3370810.92|2.549104563835934|-0.12981393336218838|2026-09-04T04:00:00Z;SECR|25.56|100|2556.0|0.0|-0.583430571761967|2026-05-13T04:00:00Z;SCHW|109.29|296681|32424266.49|1.1803458687894648|-0.9695541862993817|2026-09-04T04:00:00Z;SDHY|15.965|370|5907.05|0.031318509238954|0.031328320801993215|2026-09-04T04:00:00Z;SEB|4322.8|263|1136896.4|1.3000832793559687|0.15198413433916702|2026-09-04T04:00:00Z;SCIO|20.485|2455|50290.675|0.04881620698070789|-0.04879238838741973|2026-09-04T04:00:00Z;SCOP|11.91|200|2382.0|1.0915197313182117|-0.2512562814070307|2026-09-04T04:00:00Z;SHLD|62.96|42769|2692736.24|0.8418043202033055|-1.2701897443939236|2026-09-04T04:00:00Z;SCMB|24.92|54017|1346103.64|0.20064205457462742|0.04014452027298887|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

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

{"development":[{"threshold":5,"slippage":0.001,"return":-52.58799108816441,"n":105,"dd":52.72361872456215,"winrate":36.19047619047619},{"threshold":5,"slippage":0.003,"return":-68.84814702017594,"n":105,"dd":68.85529513259733,"winrate":20},{"threshold":10,"slippage":0.001,"return":-78.61951189121405,"n":211,"dd":78.738035985355,"winrate":38.388625592417064},{"threshold":10,"slippage":0.003,"return":-90.80669889435634,"n":211,"dd":90.82101979784272,"winrate":23.696682464454977},{"threshold":15,"slippage":0.001,"return":-85.6542405036107,"n":295,"dd":85.73376713277007,"winrate":38.30508474576271},{"threshold":15,"slippage":0.003,"return":-95.59187565806693,"n":295,"dd":95.5987424323117,"winrate":24.74576271186441}],"aggregation":{"symbol":"SOL","hours":336,"days":14,"close_max_pct":0,"high_max_pct":0,"low_max_pct":0,"volume_ratio_min":0.9999999999999999,"volume_ratio_max":1.0000000000000002,"hourly_aggregated_adr14_pct":5.760910991967825},"indicators":{"symbol":"SOL","timeframe":"1Hour","close":103.8095,"sma100":103.99442499999999,"rsi2":53.85410944685929,"signal":false,"adr14_pct":0.8653258023831067,"return20_pct":-1.086707956169608}} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. SDEV|0.9091|1116|1014.5556|2.6619733802661973|1.4054656999442416|2026-09-04T04:00:00Z;SDOW|22.84|206968|4727149.12|1.7513134851138448|1.8052150657454913|2026-09-04T04:00:00Z;SDMF|26.09|100|2609.0|0.0|0.5782575173477245|2026-08-31T04:00:00Z;SCL|63.5|3871|245808.5|0.9606299212598416|1.8117684784351384|2026-09-04T04:00:00Z;SCUB|24.98|100|2498.0|0.0|0.24077046548955927|2026-06-09T04:00:00Z;SGRT|31.9|133|4242.7|0.0|1.8355945730247347|2026-09-03T04:00:00Z;SCCD|24.55|318|7806.900000000001|0.0|-0.40567951318457585|2026-06-29T04:00:00Z;SBTU|46.41|615|28542.15|0.2370178840767064|12.345679012345666|2026-09-03T04:00:00Z;SGU|12.9|166|2141.4|0.0|0.78125|2026-09-03T04:00:00Z;SEPP|33.35|501|16708.350000000002|0.0|0.5123568414707735|2026-09-03T04:00:00Z;SES|0.5075|37510|19036.325|2.0689655172413706|0.5747126436781436|2026-09-04T04:00:00Z;SGDM|83.9|662|55541.8|0.2860548271752025|4.45717131474106|2026-09-03T04:00:00Z;SHPP|33.72|100|3372.0|0.0|16.597510373443967|2026-07-08T04:00:00Z;SBXD.U|10.53|101|1063.53|0.0|-1.3120899718837897|2025-12-22T05:00:00Z;SDRL|49.06|27212|1335020.72|2.0587036282103504|-2.075848303393213|2026-09-04T04:00:00Z;SECZ|7.425|51401|381652.425|7.676767676767681|4.946996466431086|2026-09-04T04:00:00Z;SEPI|28.85|479|13819.15|0.3812824956672547|0.27806743135210255|2026-09-04T04:00:00Z;SGVT|100.56|5884|591695.04|0.009944311853610685|0.03979307600479043|2026-09-04T04:00:00Z;SHEH|63.84|192|12257.28|0.0|-7.047175305765874|2026-08-06T04:00:00Z;SE|112.015|91360|10233690.4|2.205061822077399|-0.9330503228088705|2026-09-04T04:00:00Z;SCOW|21.45|100|2145.0|0.0|7.707757971378348|2026-06-24T04:00:00Z;SCJN|0.0|0|0.0|||;SEMG|27.625|804|22210.5|0.0|-0.3427128427128334|2026-09-02T04:00:00Z; 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

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

{"base":{"symbol":"SOL","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.001,"bars":5999,"return_pct":-51.6619482403338,"drawdown_pct":52.81967986500726,"n":118,"win_rate_pct":25.423728813559322,"avg_win_pct":0.625703765141929,"avg_loss_pct":1.028736064486575,"expectancy_pct":-0.6081157688183112,"quarterKelly":0,"open_trades":0},"stress":{"symbol":"SOL","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.003,"bars":5999,"return_pct":-69.84903207649523,"drawdown_pct":70.08349205667142,"n":118,"win_rate_pct":11.864406779661017,"avg_win_pct":0.7356152059909489,"avg_loss_pct":1.2403222048256142,"expectancy_pct":-1.0058889526948354,"quarterKelly":0,"open_trades":0},"bootstrap":{"symbol":"SOL","n":118,"block_length":5,"simulations":20000,"expectancy_pct":-0.6081157688183112,"mean_ci95_pct":[-0.808901744101676,-0.4039739269478655],"prob_mean_positive":0},"quality":{"symbol":"SOL","timeframe":"1Hour","original":22219,"used":17809,"duplicates":0,"removed":4410,"missing":7,"start":"2024-08-26 16:00:00+00:00","end":"2026-09-07 23:00:00+00:00"}} https://runway.adityaperswal.workers.dev/data/crypto-bars

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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. SCCF|24.48|315|7711.2|0.0|0.16366612111291534|2026-08-10T04:00:00Z;SGRW|26.8|100|2680.0|0.0|0.9416195856873921|2026-08-13T04:00:00Z;SCHZ|22.67|26205|594067.3500000001|0.15438906043228998|0.08830022075057009|2026-09-04T04:00:00Z;SFYI|25.03|100|2503.0|0.0|7.28675525075011|2026-08-18T04:00:00Z;SEMI|39.13|370|14478.1|0.07666751852798655|1.9010416666666696|2026-08-14T04:00:00Z;SHEL|92.955|396198|36828585.09|1.5007261578182949|0.6878249566724559|2026-09-04T04:00:00Z;SBSI|32.81|5679|186327.99|0.792441328863167|1.0471204188481797|2026-09-04T04:00:00Z;SG|6.835|218233|1491622.555|7.4615947329919505|2.3203592814371232|2026-09-04T04:00:00Z;SDHC|11.29|4599|51922.71|2.922940655447299|3.199268738574035|2026-09-04T04:00:00Z;SGOL|42.225|77188|3259263.3000000003|0.7933688573120209|-0.8220786846741102|2026-09-04T04:00:00Z;SCHB|29.73|325678|9682406.94|0.3868146653212191|-0.3018108651911433|2026-09-04T04:00:00Z;SEI|55.03|100306|5519839.18|2.7803016536434564|3.5761340109166095|2026-09-04T04:00:00Z;SCHF|28.575|342557|9788566.275|0.7699037620297547|0.40407589599438243|2026-09-04T04:00:00Z;SBSW|12.805|266283|3409753.815|1.8742678641155677|-2.326468344774979|2026-09-04T04:00:00Z;SDS|54.13|94041|5090439.33|0.8682800665065561|0.8852856210977533|2026-09-04T04:00:00Z;SGDJ|100.68|398|40070.64|0.15891934843066804|-1.9477989871445223|2026-09-04T04:00:00Z;SDP|24.52|100|2452.0|0.0|-1.049233252623094|2026-09-02T04:00:00Z;SFEB|26.24|100|2624.0|0.0|-1.093102148511127|2026-09-01T04:00:00Z;SEIQ|42.38|889|37675.82|0.30674846625765795|0.4741583688952167|2026-09-03T04:00:00Z;SEIV|51.22|382|19566.04|0.08785630613042114|-0.48571983679813746|2026-09-04T04:00:00Z;SFGV|36.73|100|3673.0|0.0|0.519978106185004|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

WDQk+lqKVkNurp1Sl+j7UdiRd1+xgrHa9L1G9HiunXe4rp2XmbH1futEdESyQCEHdlHTnVF7zgiwHgpJSJ9CzbPG+EEtKVL0XAiN7p0/3klg/KaRcafV7VHvCD8H286LoZbgvZq/5mYl9Jj8HPQZ4k3rfRpIognc4VzINqXB2oiBbUywYHBCUDYqKfvrUmEJNWhEOmuPU1ttG7HWqa64rhqt1h0RTcfS5Xt0hnMTuhiDtHOOAqKrphgFvosRiASEaHWmlCbJBmg4NVRunX8dHu9dTW4f1WR+x4HIKXC0BKVTY2SzPk72xiY2O9JrSJfVQKp9IwvUNn9A/WFtAJH+6KK158Zkz5XZvST2DKUKytlm0y05VbKwwYlQQriaU+Ld4SvUNyoQFfVC7OKn4VTH+6cdt8DHrUHnpd6D2EciBj4AUWH2oXHN7I8lRBC7l4jgm/qUx3bez9HVKXOKkBumWmK59DUh6Nd0jcc8M3oLqFSlfiV4SecD55OlgI7YRlLnvToeS2V395f03neNaMLKsmvr43XUu4RRkNNMYoLhOpJ/pbvlFit10KgNDOFVNXqkWYkBTENAtCtYRVVghDr+Jo/v0/heLmYOj9l1KthXleJnpviaE5DNVHNfCRHwQOZ7+RyHap24WrXrNxwedqJFWCaTlSRUVfIq1FaK96KrvmdB7gmJEvJ1KJKylPP4L8tT9XRuUtofHi48O5r7svOe7vgEr7FulWOrx1oOHCiHCrhtcorGsig4qeYVq1oVDT08SoFfSy7AB09KY+kZUxpa25bvACbo9SRlRp+pLUpwwVaTpgfAI12/dQxwcdqtwka8xtarqVrtKaSFverk0XtMKIypvSrTyblX0WB5kqUkccYrsEEj1n/6MSlFPpyPdH4ij2tXAca+sulzPgdMWZ3EUMaJ6jPkGc6zd3G+SjpZpZXDL1fkASG7ebW8GAH/eD/dbHuGxGA5lwtaYdMllK9LlaDawbjKUuB4z3qAqKCwKyf9IcwNeRc7M4ZITxLRlDrsH7PD/8+XPOXSBfjWJePBCjxtrc+SeqvjkNPU0SHaYaVENElDQGeX6tWjx+lKQ9HmstV2hA7PkWHMLSs8NUwH77PIaZ4LB71KAHerUiVshhBBkwYoIMWIkBg2SFpAjEef5Ow87A1GC37DT1jm9o+PQGKWZXaADgPaqvovDjVoN6Lfxyfp8mHcGW2gYx3hBiEMzHX+Mf7f0XSX+evBG8V35sDQuN9ZFrQVi2oYfTgLhKqSmpCiCy5xBHEEtECnJX+Ppoq+2n0y+F5Xdzm5voCQV6llM8MTVCIkUsg1VrgHsxwlajbYQ2kiTqbD3/dPHiWgjz9rw7Ea8bdCYu53Qjenj1xRoIag1NECf1wOmOQlqxuaLuidBSZbwlV/fDPpHZ3tb5d4bGuFiAZOGdo1kBBJAVsU1JdFMk1hmcOgZlE1gJX//o+j6wFu8vb7uRz2Lxh8DX/szaA0n56MzmcTrgsldsy5m3tSdO/hQbqySWod0x0PznRu2P6Tpb1e2YxZS/XxlYYyMu1a3utt0OW2jmB6lwOAo3XO9rhmWirJByRk4btlOvwU07N/THKvQE6zdkjdYoCXiB6TaesYYsswcdBBIytrakojHsuysV0whgOPOE9dzNi30oPXOBVJNVFJkbsxU+949Pt0RSM4B7pDCie0R2e5vo7ECFVAlJO30DBxdVE/A0pcFDit8MQMCeD4UINqlkPN/galym6i9DupnGuF3ddFcHZdA+dwfC/VFnZpn5QkvKnB99HFifpCxBwXwaFWBDzDUrET 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. SCYB|25.89|14745|381748.05|0.05793742757821772|0.07730962504832739|2026-09-04T04:00:00Z;SEPU|31.85|700|22295.0|0.06279434850864403|0.37819098644815696|2026-09-04T04:00:00Z;SGI|69.87|203328|14206527.36|2.726492056676687|0.41678643288303174|2026-09-04T04:00:00Z;SDCP|25.64|100|2564.0|0.0|-0.3110419906687367|2026-01-21T05:00:00Z;SCCR|24.985|2363|59039.555|0.08004802881728867|-0.02000800320127727|2026-09-04T04:00:00Z;SCAP|38.05|100|3805.0|0.0|-2.5857654889913095|2026-09-02T04:00:00Z;SEF|29.22|100|2922.0|0.0|0.6891798759476098|2026-09-04T04:00:00Z;SCHK|37.125|32751|1215880.875|0.4040404040404002|-0.38905285752617313|2026-09-04T04:00:00Z;SFBS|43.11|19162|826073.82|1.2410113662723188|1.4114326040931546|2026-09-04T04:00:00Z;SCC|14.97|100|1497.0|0.0|3.31262939958592|2026-09-04T04:00:00Z;SCI|82.15|38013|3122767.95|1.2051125989044367|-0.7730402222490662|2026-09-04T04:00:00Z;SDVD|23.04|11364|261826.56|0.23871527777779197|-0.06506180871828082|2026-09-04T04:00:00Z;SCEP|24.825|400|9930.0|0.7452165156092597|-0.20100502512563345|2026-09-04T04:00:00Z;SCHC|51.63|7731|399151.53|0.26147588611272127|0.3693623639191346|2026-09-04T04:00:00Z;SEPZ|46.44|600|27864.0|0.25839793281654727|-0.21486892995272733|2026-09-04T04:00:00Z;SCAU|0.0|0|0.0|||;SHE|156.53|220|34436.6|0.0|-1.311392724292293|2026-09-01T04:00:00Z;SCHJ|24.395|898|21906.71|0.020496003279356446|-0.02049180327868827|2026-09-04T04:00:00Z;SCMY|24.5|100|2450.0|0.0|-0.9300444803881924|2026-05-19T04:00:00Z;SFLR|39.08|1809|70695.72|0.07676560900716771|-0.28068384792038215|2026-09-04T04:00:00Z;SCHD|34.795|1233643|42924608.185|0.44546630262969145|-0.7558471192241845|2026-09-04T04:00:00Z;SDEM|34.03|734|24978.02|0.0|0.48722870219990444|2026-09-02T04:00:00Z; 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

{"development":[{"threshold":5,"slippage":0.001,"return":-83.3003308153291,"n":239,"dd":83.34820012466358,"winrate":24.267782426778243},{"threshold":5,"slippage":0.003,"return":-93.58021410642344,"n":239,"dd":93.5815708956328,"winrate":10.87866108786611},{"threshold":10,"slippage":0.001,"return":-97.01568656178034,"n":488,"dd":97.0181381691363,"winrate":22.540983606557376},{"threshold":10,"slippage":0.003,"return":-99.5762614927846,"n":488,"dd":99.5762614927846,"winrate":9.836065573770492},{"threshold":15,"slippage":0.001,"return":-99.34181942114888,"n":709,"dd":99.34236011514159,"winrate":21.57968970380818},{"threshold":15,"slippage":0.003,"return":-99.96139170922915,"n":709,"dd":99.96139170922916,"winrate":10.155148095909732}],"aggregation":{"symbol":"ETH","hours":336,"days":14,"close_max_pct":0,"high_max_pct":0,"low_max_pct":0,"volume_ratio_min":1,"volume_ratio_max":1.0000000000000002,"hourly_aggregated_adr14_pct":3.7518752411324887},"indicators":{"symbol":"ETH","timeframe":"1Hour","close":2490.4615,"sma100":2485.40947,"rsi2":60.44787455989081,"signal":false,"adr14_pct":0.5009913156803014,"return20_pct":-0.3211944511207099}} https://runway.adityaperswal.workers.dev/data/crypto-bars

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

{"base":{"symbol":"ETH","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.001,"bars":5999,"return_pct":-50.90149591884842,"drawdown_pct":50.99493551485188,"n":100,"win_rate_pct":21,"avg_win_pct":0.5730093500685982,"avg_loss_pct":1.0424368198230116,"expectancy_pct":-0.7031931241457736,"quarterKelly":0,"open_trades":0},"stress":{"symbol":"ETH","timeframe":"1Hour","window":"holdout","threshold":10,"slippage":0.003,"bars":5999,"return_pct":-67.0883455312773,"drawdown_pct":67.0883455312773,"n":100,"win_rate_pct":13,"avg_win_pct":0.44727087085920136,"avg_loss_pct":1.3318758273298235,"expectancy_pct":-1.1005867565652505,"quarterKelly":0,"open_trades":0},"bootstrap":{"symbol":"ETH","n":100,"block_length":5,"simulations":20000,"expectancy_pct":-0.7031931241457736,"mean_ci95_pct":[-0.974842474333507,-0.465997218495062],"prob_mean_positive":0},"quality":{"symbol":"ETH","timeframe":"1Hour","original":32298,"used":32298,"duplicates":0,"removed":0,"missing":6,"start":"2023-01-01 00:00:00+00:00","end":"2026-09-07 23:00:00+00:00"}} https://runway.adityaperswal.workers.dev/data/crypto-bars