Notes

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2026-01-16T05:00:00Z",689.96,690.55,686.42,687.97,79289200,688.65,1000260],["2026-01-20T05:00:00Z",677.86,681.12,672.96,673.97,111623277,676.85,1533779],["2026-01-21T05:00:00Z",676.03,685.06,674.51,681.75,127844467,679.59,1731689],["2026-01-22T05:00:00Z",686.17,687.44,683.26,685.31,77112243,685.57,1003227],["2026-01-23T05:00:00Z",684.48,687.28,683.5,685.55,63059578,685.53,901616],["2026-01-26T05:00:00Z",686.81,690.43,686.24,689.04,60473813,689.28,831181],["2026-01-27T05:00:00Z",690.48,692.82,689.87,691.78,55506147,691.88,708562],["2026-01-28T05:00:00Z",693.33,694.12,690.24,691.71,61172165,692.06,865563],["2026-01-29T05:00:00Z",692.68,693.34,681.18,690.34,97486198,687.04,1426084],["2026-01-30T05:00:00Z",688.1,690.51,683.46,688.28,101835131,687.65,1203680],["2026-02-02T05:00:00Z",685.9,693.21,68.64,691.7,79286521,691.25,1104182],["2026-02-03T05:00:00Z",692.5,693.24,680.38,685.85,107904611,686.06,1530140],["2026-02-04T05:00:00Z",686.67,687.76,678.12,682.53,105204600,683.05,1712102],["2026-02-05T05:00:00Z",677.31,680.04,672.19,674.01,113610812,675.39,1703564],["2026-02-06T05:00:00Z",677.83,688.62,677.22,686.94,89127566,683.88,1394903],["2026-02-09T05:00:00Z",685.74,692.16,684.67,690.25,73885192,689.93,1089458],["2026-02-10T05:00:00Z",691.24,692.83,687.97,688.43,65185725,690.37,997736],["2026-02-11T05:00:00Z",692.68,693.42,685.5,688.27,76353872,688.98,1150411],["2026-02-12T05:00:00Z",690.54,691.64,676.74,677.64,118828963,682.24,1710468],["2026-02-13T05:00:00Z",678.05,682.62,673.91,678.11,96267487,679.01,1319885],["2026-02-17T05:00:00Z",676.51,681.29,672.18,679.21,81354660,677.47,1280864],["2026-02-18T05:00:00Z",680.37,685.48,679.19,682.63,73570341,682.87,975708]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-12-15T05:00:00Z",680.07,680.09,673.64,675.1,90810952,675.75,1453102],["2025-12-16T05:00:00Z",673.62,675.45,669.4,673.26,122030631,672.69,1412023],["2025-12-17T05:00:00Z",674.27,674.81,665.65,665.85,110625198,668.85,1388728],["2025-12-18T05:00:00Z",672,675.11,669.32,670.88,108650128,672.17,1510342],["2025-12-19T05:00:00Z",672.98,677.46,672.86,676.96,103599543,676.28,1113777],["2025-12-22T05:00:00Z",680.29,681.71,676.96,681.18,69556733,680.71,806680],["2025-12-23T05:00:00Z",680.27,684.53,680.22,684.29,64839951,683.22,710909],["2025-12-24T05:00:00Z",684.28,687.15,684.13,686.7,39445560,686.06,439656],["2025-12-26T05:00:00Z",686.96,687.97,685.59,686.63,41613347,686.62,587527],["2025-12-29T05:00:00Z",683.87,685.52,682.41,684.18,62559503,683.96,782231],["2025-12-30T05:00:00Z",683.78,684.88,682.92,683.35,47160671,683.82,609770],["2025-12-31T05:00:00Z",683.48,683.69,678.07,678.28,74144801,680.69,900617],["2026-01-02T05:00:00Z",682.05,683.21,676.19,679.53,89377203,679.3,1251774],["2026-01-05T05:00:00Z",682.88,685.75,682.71,684.05,71753091,684.28,957054],["2026-01-06T05:00:00Z",684.26,688.62,684.11,688.12,69273827,686.85,999399],["2026-01-07T05:00:00Z",688.5,690.26,685.64,685.9,75588337,688.06,999349],["2026-01-08T05:00:00Z",685.15,686.93,683.82,685.83,64019200,685.55,946792],["2026-01-09T05:00:00Z",686.95,691.6,685.5,690.37,80125467,689.51,992587],["2026-01-12T05:00:00Z",687,692.38,686.95,691.45,63976002,690.59,905312],["2026-01-13T05:00:00Z",691.78,692.38,687.66,690.07,78309726,689.81,1084111],["2026-01-14T05:00:00Z",687.32,688.03,682.38,686.68,94676684,684.92,1295904],["2026-01-15T05:00:00Z",690.87,691.74,687.56,688.55,77861974,689.88,1110018]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-11-12T05:00:00Z",679.13,679.3,675.32,677.73,62312484,677.47,995928],["2025-11-13T05:00:00Z",674.88,675.23,664.98,666.49,103457788,668.95,1420394],["2025-11-14T05:00:00Z",659.88,670.08,657.78,666.38,96846672,665.77,1468545],["2025-11-17T05:00:00Z",664.17,668.14,656.7,660.17,90456105,662.22,1485606],["2025-11-18T05:00:00Z",656.62,659.62,650.44,654.63,114467488,655.66,1760650],["2025-11-19T05:00:00Z",655.32,661.83,653.3,657.15,94702955,657.14,1420436],["2025-11-20T05:00:00Z",667.35,669.98,646.5,647.14,165293521,656.25,2439639],["2025-11-21T05:00:00Z",649.64,659.06,645.47,653.58,123956203,652.54,1714976],["2025-11-24T05:00:00Z",657.21,664.52,656.12,663.2,80437940,661.98,1079031],["2025-11-25T05:00:00Z",663.1,670.62,658.99,669.44,81077088,666.09,1114924],["2025-11-26T05:00:00Z",672.03,676.07,671.13,674.06,71879597,674.47,881264],["2025-11-28T05:00:00Z",675.23,678.02,674.88,677.74,49212030,676.71,568720],["2025-12-01T05:00:00Z",673.2,677.35,673.13,674.65,61201193,675.09,822174],["2025-12-02T05:00:00Z",676.28,678.17,673.71,675.9,62953844,676.21,828603],["2025-12-03T05:00:00Z",674.95,679.25,674.07,678.24,57238481,677.41,728672],["2025-12-04T05:00:00Z",679.64,679.71,675.71,678.73,61970336,677.92,850813],["2025-12-05T05:00:00Z",679.81,682.7,678.92,680.02,79241045,680.54,920639],["2025-12-08T05:00:00Z",680.92,680.97,675.94,677.98,55231462,677.93,972851],["2025-12-09T05:00:00Z",677.5,679.72,676.95,677.4,58310055,678.23,890130],["2025-12-10T05:00:00Z",676.92,683.28,675.68,681.89,85671334,679.58,1116986],["2025-12-11T05:00:00Z",679.48,683.55,676.53,683.47,86173678,681.05,1091888],["2025-12-12T05:00:00Z",682.48,683.19,673.56,676.13,113160347,677.14,1436024]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-10-13T04:00:00Z",655.19,659.63,654.32,657.56,79560517,656.87,1125900],["2025-10-14T04:00:00Z",651.74,660.33,647.77,656.76,88779560,655.59,1177809],["2025-10-15T04:00:00Z",661.31,664.69,653.48,659.67,81702555,659.75,1067025],["2025-10-16T04:00:00Z",661.31,663.18,651.68,655.18,110563346,657.16,1443490],["2025-10-17T04:00:00Z",654.05,660.25,652.7,658.9,96500870,656.66,1156217],["2025-10-20T04:00:00Z",661.81,666.66,661.76,665.75,60492650,665.18,858129],["2025-10-21T04:00:00Z",665.89,667.43,664.44,665.74,56248835,666.2,831016],["2025-10-22T04:00:00Z",666.45,666.45,657.82,662.28,80564006,662.07,963659],["2025-10-23T04:00:00Z",662.6,667.15,662.28,666.21,65604461,665.35,767072],["2025-10-24T04:00:00Z",670.87,672.86,670.07,671.65,74356527,671.93,762628],["2025-10-27T04:00:00Z",677.09,679.87,676.48,679.58,63293828,678.2,811233],["2025-10-28T04:00:00Z",681.37,683.21,679.17,681.38,61737972,681.23,759679],["2025-10-29T04:00:00Z",683.03,684,677.23,681.71,85340645,681.49,1044645],["2025-10-30T04:00:00Z",678.25,680.27,674.21,674.21,76335751,677.28,971938],["2025-10-31T04:00:00Z",679.38,679.42,673.63,676.42,87164122,677.01,990900],["2025-11-03T05:00:00Z",680,680.13,674.32,677.69,57315025,677.29,870106],["2025-11-04T05:00:00Z",670.52,674.34,669.01,669.66,78426969,670.92,1140117],["2025-11-05T05:00:00Z",669.4,675.23,668.6,671.98,74402376,672.81,904366],["2025-11-06T05:00:00Z",670.88,671.78,663.19,664.77,85035298,666.43,1184829],["2025-11-07T05:00:00Z",662.39,665.53,655.74,665.43,100592443,660.61,1399072],["2025-11-10T05:00:00Z",671.64,676.54,669.45,675.81,75842888,673.59,1141759],["2025-11-11T05:00:00Z",674.33,677.92,673.12,677.36,58953385,675.95,828375]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-09-11T04:00:00Z",646.98,651.08,646.4,650.39,69895740,649.61,754957],["2025-09-12T04:00:00Z",650.36,651.86,649.67,650.17,72780135,650.71,683140],["2025-09-15T04:00:00Z",652.38,653.76,652.08,653.64,63772412,653.04,771637],["2025-09-16T04:00:00Z",654.19,654.5,651.95,652.74,61168953,652.94,755515],["2025-09-17T04:00:00Z",652.75,654.44,647.1,651.93,101952244,651.63,1070032],["2025-09-18T04:00:00Z",654.61,657.57,653,654.97,90458735,655.53,951829],["2025-09-19T04:00:00Z",656.86,659.06,654.91,658.22,97945620,657.18,842334],["2025-09-22T04:00:00Z",656.73,661.78,656.7,661.33,69452201,659.93,795553],["2025-09-23T04:00:00Z",661.21,661.83,656.51,657.73,81708872,658.94,896647],["2025-09-24T04:00:00Z",659.02,659.12,654.22,655.64,68082229,656.13,807609],["2025-09-25T04:00:00Z",652.5,653.96,649,652.61,89622067,651.91,935968],["2025-09-26T04:00:00Z",654.06,656.9,652.44,656.35,69179209,655.16,769909],["2025-09-29T04:00:00Z",658.87,659.78,656.39,658.2,73499015,658.04,763838],["2025-09-30T04:00:00Z",657.45,661.14,656.14,660.67,86288028,658.64,772090],["2025-10-01T04:00:00Z",657.69,663.84,657.58,662.93,72545369,661.37,974350],["2025-10-02T04:00:00Z",664.91,665.02,661.27,663.69,56895993,663.32,743850],["2025-10-03T04:00:00Z",664.45,667.12,662.64,663.68,70494350,664.93,895359],["2025-10-06T04:00:00Z",666.07,666.95,663.92,666.06,54623260,665.77,873508],["2025-10-07T04:00:00Z",666.98,667.43,662.15,663.59,72020067,664.07,947296],["2025-10-08T04:00:00Z",664.71,667.64,663.89,667.55,60702241,666.56,747743],["2025-10-09T04:00:00Z",667.96,668.37,663.68,665.61,66501941,665.48,802889],["2025-10-10T04:00:00Z",666.58,668.38,647.45,647.62,159422589,656.6,1778637]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-08-11T04:00:00Z",630.44,631.92,627.68,628.92,58742300,629.75,669920],["2025-08-12T04:00:00Z",631.27,635.77,629.78,635.62,64821798,633.67,761232],["2025-08-13T04:00:00Z",637.81,639.08,635.61,637.79,60092790,637.18,672682],["2025-08-14T04:00:00Z",635.72,638.51,635.27,637.85,59327466,637.22,682668],["2025-08-15T04:00:00Z",638.88,638.98,635.44,636.36,68592507,636.9,637298],["2025-08-18T04:00:00Z",635.78,636.91,635.11,636.22,43804914,636.08,583828],["2025-08-19T04:00:00Z",636.04,637.02,631.45,632.77,69750731,633.64,769488],["2025-08-20T04:00:00Z",632.36,632.62,625.98,631.09,88890298,629.51,1033790],["2025-08-21T04:00:00Z",629.28,630.95,626.83,628.56,54805775,628.85,617474],["2025-08-22T04:00:00Z",630.74,639.38,630.24,638.21,84083214,637.32,924994],["2025-08-25T04:00:00Z",636.95,638.19,635.28,635.4,51274332,636.96,657583],["2025-08-26T04:00:00Z",635.13,638.41,634.51,638.06,51581565,636.48,575104],["2025-08-27T04:00:00Z",637.48,640.25,637.33,639.51,48341069,639.21,514537],["2025-08-28T04:00:00Z",640.12,642.33,638.24,641.78,61519461,640.71,595301],["2025-08-29T04:00:00Z",640.34,640.71,636.06,637.95,74423178,637.64,747542],["2025-09-02T04:00:00Z",630.48,633.44,627.93,633.22,81983545,631.03,903028],["2025-09-03T04:00:00Z",635.6,637.12,633.41,636.66,70820898,635.32,818583],["2025-09-04T04:00:00Z",637.33,642.01,636.43,641.98,65219228,639.56,743467],["2025-09-05T04:00:00Z",644.31,645.03,636.25,640.12,84304124,639.87,988454],["2025-09-08T04:00:00Z",641.48,642.69,640.11,641.69,63130164,641.35,773415],["2025-09-09T04:00:00Z",641.83,643.7,640.1,643.17,66133856,642.08,684357],["2025-09-10T04:00:00Z",646.43,647.35,643.47,645.03,78034529,645.49,841963]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-07-10T04:00:00Z",617.33,619.97,616.15,618.93,57527933,618.48,648814],["2025-07-11T04:00:00Z",615.89,617.98,614.69,616.76,63670226,616.94,748955],["2025-07-14T04:00:00Z",616.3,618.28,614.96,617.93,51898518,617.09,626509],["2025-07-15T04:00:00Z",620.61,620.95,615.21,615.29,74317260,617.51,828422],["2025-07-16T04:00:00Z",616.88,617.85,611.25,617.35,88964127,615.24,961751],["2025-07-17T04:00:00Z",617.53,621.49,617.31,621.13,68885558,620.11,687864],["2025-07-18T04:00:00Z",622.37,622.54,619.57,620.67,65621496,620.69,594577],["2025-07-21T04:00:00Z",621.85,624.59,621.42,621.85,63374984,623.24,709907],["2025-07-22T04:00:00Z",622.18,622.8,619.3,621.94,60046288,621.37,763949],["2025-07-23T04:00:00Z",624.6,627.23,622.8,627.23,71015836,625.13,765762],["2025-07-24T04:00:00Z",627.62,629.15,627.01,627.44,71307134,628.15,764249],["2025-07-25T04:00:00Z",628.1,630.56,627.85,630.09,56865364,629.52,594273],["2025-07-28T04:00:00Z",630.46,631.02,628.55,629.93,54917102,629.83,630214],["2025-07-29T04:00:00Z",631.32,631.64,627.35,628.27,60556278,629.08,708687],["2025-07-30T04:00:00Z",628.92,630.66,624.59,627.48,80413429,627.72,820273],["2025-07-31T04:00:00Z",632.42,632.81,623.82,625.12,103385246,628.34,1017926],["2025-08-01T04:00:00Z",619.41,619.45,612.47,614.88,140103572,615.32,1466043],["2025-08-04T04:00:00Z",618.78,624.27,618.7,624.22,73218015,622.57,802217],["2025-08-05T04:00:00Z",624.84,625.64,620.14,621.06,68051401,622.13,806967],["2025-08-06T04:00:00Z",622.13,626.47,621.22,625.82,64357525,624.59,690531],["2025-08-07T04:00:00Z",629.24,629.97,622.19,625.29,74205791,625.36,835614],["2025-08-08T04:00:00Z",627.08,630.63,626.77,630.17,64051626,629.42,705058]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-06-06T04:00:00Z",590.33,592.47,588.55,590.8,66588743,590.88,768591],["2025-06-09T04:00:00Z",591.37,592.88,590.16,591.33,53016418,591.7,637329],["2025-06-10T04:00:00Z",591.86,595.07,590.75,594.68,66246973,593.26,674474],["2025-06-11T04:00:00Z",595.78,596.64,590.93,592.99,73658225,593.96,808639],["2025-06-12T04:00:00Z",591.66,595.35,591.17,595.35,64129003,594.15,689902],["2025-06-13T04:00:00Z",590.17,593.47,587.19,588.69,89487793,589.88,980337],["2025-06-16T04:00:00Z",592.04,596.04,591.86,594.29,79984125,594.35,775607],["2025-06-17T04:00:00Z",591.85,593.37,588.45,589.21,82209365,590.85,827346],["2025-06-18T04:00:00Z",590.11,592.85,588.17,589.12,76605029,590.55,711298],["2025-06-20T04:00:00Z",591.79,592.86,586.34,587.74,94051374,588.58,825556],["2025-06-23T04:00:00Z",588.49,593.93,585.38,593.54,87426039,590.45,920372],["2025-06-24T04:00:00Z",597.68,601.16,596.77,600.1,67735293,599.5,682502],["2025-06-25T04:00:00Z",601.22,601.91,598.88,600.44,62114767,600.46,645731],["2025-06-26T04:00:00Z",602.29,605.57,601.67,605.14,78548361,604.17,630338],["2025-06-27T04:00:00Z",606.13,609.61,604.11,608.14,86258398,607.18,806398],["2025-06-30T04:00:00Z",610.59,612.41,608.27,611.05,92502541,610.3,858415],["2025-07-01T04:00:00Z",609.58,612.02,608.75,610.85,70030140,610.64,746886],["2025-07-02T04:00:00Z",610.45,613.66,609.82,613.62,66510374,612.32,679099],["2025-07-03T04:00:00Z",615.6,619.39,615.58,618.46,51065578,618.23,484817],["2025-07-07T04:00:00Z",616.5,617.16,611.07,613.85,74814505,613.93,863317],["2025-07-08T04:00:00Z",614.51,615.26,612.7,613.51,59024585,613.84,675760],["2025-07-09T04:00:00Z",615.92,617.84,614.08,617.19,66113326,616.09,735000]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-05-06T04:00:00Z",550.16,555.51,549.21,551.02,48264708,552.19,473580],["2025-05-07T04:00:00Z",552.35,555.97,548.3,553.34,55733229,552.22,531073],["2025-05-08T04:00:00Z",557.37,562.37,553.88,557.19,65130787,558.7,601131],["2025-05-09T04:00:00Z",558.59,559.6,554.93,556.48,37603427,556.88,422432],["2025-05-12T04:00:00Z",573.38,574.88,569.01,574.87,78993570,572.47,733762],["2025-05-13T04:00:00Z",575.29,580.88,574.73,578.67,67947225,579.02,682785],["2025-05-14T04:00:00Z",579.63,580.78,577.38,579.41,66283531,579.2,676301],["2025-05-15T04:00:00Z",577.41,582.74,576.95,582.24,71268145,580.39,737359],["2025-05-16T04:00:00Z",583.02,586.22,581.08,585.93,76052101,584.14,645314],["2025-05-19T04:00:00Z",579.91,587.25,579.91,586.57,68168509,584.91,662361],["2025-05-20T04:00:00Z",584.83,585.78,581.39,584.6,60614492,584.11,632002],["2025-05-21T04:00:00Z",580.25,584.33,573.72,574.75,95197657,578.87,1066364],["2025-05-22T04:00:00Z",574.55,578.45,573.31,574.97,70860417,575.92,844277],["2025-05-23T04:00:00Z",567.96,573.71,567.59,571.05,76029046,570.78,877472],["2025-05-27T04:00:00Z",577.91,583.08,570.38,582.92,72588475,580.92,830952],["2025-05-28T04:00:00Z",583.32,584.52,578.81,579.55,68445512,581.51,731933],["2025-05-29T04:00:00Z",584.8,584.94,577.91,581.84,70073758,581.36,826143],["2025-05-30T04:00:00Z",580.73,582.9,575.12,581.19,90601242,579.87,884337],["2025-06-02T04:00:00Z",579.58,584.54,576.92,584.46,61630502,581.66,728812],["2025-06-03T04:00:00Z",584.09,588.77,583.61,587.79,63606204,586.95,690792],["2025-06-04T04:00:00Z",588.65,589.63,587.2,587.63,57314199,588.63,629200],["2025-06-05T04:00:00Z",589.31,590.66,582.82,584.79,92436397,586.88,944088]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-04-03T04:00:00Z",537.52,540.34,529.23,529.23,125985998,534.13,1198725],["2025-04-04T04:00:00Z",516.38,518.55,498.03,498.25,217962675,506.33,1957407],["2025-04-07T04:00:00Z",482.38,515.89,475.09,497.36,256611355,494.3,2517692],["2025-04-08T04:00:00Z",514.6,517.67,482.35,489.57,165794399,500.19,1708494],["2025-04-09T04:00:00Z",486.57,540.98,486.19,540.98,241835081,516.14,2298809],["2025-04-10T04:00:00Z",524.76,526.07,502.23,517.28,162331225,515.7,1754794],["2025-04-11T04:00:00Z",515.73,528.96,512.83,526.51,97866334,522.05,1019118],["2025-04-14T04:00:00Z",536.48,536.7,526.43,531.61,68033993,532.17,752545],["2025-04-15T04:00:00Z",532.16,535.67,529.34,530.13,56892874,531.99,547009],["2025-04-16T04:00:00Z",524.28,530.4,513.05,518.34,83484814,519.99,770794],["2025-04-17T04:00:00Z",520.29,523.77,516.62,519.08,79866673,520.41,633834],["2025-04-21T04:00:00Z",513.9,514.44,501.38,506.73,69368129,505.75,715706],["2025-04-22T04:00:00Z",512.9,521.94,511.96,519.91,75948017,517.79,712400],["2025-04-23T04:00:00Z",532.91,537.84,526.45,527.97,90590658,531.76,885537],["2025-04-24T04:00:00Z",529.24,539.81,528,539.08,64150418,536.3,580937],["2025-04-25T04:00:00Z",539.04,543.38,536.12,542.97,61119590,540.65,562252],["2025-04-28T04:00:00Z",543.71,545.84,537.43,543.18,47613755,541.92,472025],["2025-04-29T04:00:00Z",541.27,547.72,540.91,546.6,47775121,545.34,474829],["2025-04-30T04:00:00Z",539.95,548.77,533.98,546.82,93101463,542.1,707090],["2025-05-01T04:00:00Z",552.57,556.22,550.09,550.7,63186146,553.19,585865],["2025-05-02T04:00:00Z",556.87,560.47,554.55,558.87,60717270,558.54,571476],["2025-05-05T04:00:00Z",554.74,558.76,553.88,555.67,38659222,556.55,414698]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-03-04T05:00:00Z",569.93,575.51,562.59,567.12,109648212,567.88,1056746],["2025-03-05T05:00:00Z",566.96,575.01,563.41,573.22,71230528,569.92,809705],["2025-03-06T05:00:00Z",565.77,570.38,560.5,563.04,80094868,564.29,869697],["2025-03-07T05:00:00Z",561.26,567.65,556.08,566.2,81158816,562.7,874097],["2025-03-10T04:00:00Z",558.01,559.93,546.21,551.12,99326624,552.75,1007965],["2025-03-11T04:00:00Z",549.96,554.5,542.7,546.54,88102109,548.23,935563],["2025-03-12T04:00:00Z",552.68,553.61,544.35,549.44,69601767,549.86,687059],["2025-03-13T04:00:00Z",549.06,549.67,540.4,542.11,74079414,543.79,747045],["2025-03-14T04:00:00Z",546.72,554.31,542.18,553.31,62660321,551.21,616222],["2025-03-17T04:00:00Z",553.29,560.09,552.86,557.58,49008709,556.86,538126],["2025-03-18T04:00:00Z",555.27,555.48,549.62,551.55,66041422,551.55,572401],["2025-03-19T04:00:00Z",553.33,561.31,552.15,557.56,66554250,556.72,584796],["2025-03-20T04:00:00Z",553.82,560.94,553.11,555.95,62958195,556.88,540297],["2025-03-21T04:00:00Z",551.49,557.03,550.26,556.13,83762964,554.11,559082],["2025-03-24T04:00:00Z",562.85,567.14,562.26,566.09,58766795,565.36,506258],["2025-03-25T04:00:00Z",567.29,568.39,565.7,567.45,38355735,566.94,389951],["2025-03-26T04:00:00Z",567.18,568.31,559.29,560.67,52228898,562.54,501105],["2025-03-27T04:00:00Z",559.28,562.95,557.08,559.19,42164248,560.27,456704],["2025-03-28T04:00:00Z",557.66,558.38,547.34,547.92,71662653,550.22,650391],["2025-03-31T04:00:00Z",542.18,552.91,539.26,551.6,95328113,547.63,754583],["2025-04-01T04:00:00Z",549.69,555.1,545.97,553.16,54609641,551.19,603801],["2025-04-02T04:00:00Z",547.32,559.52,547.09,556.66,76014544,555.05,686536]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2025-01-30T05:00:00Z",593.77,596.36,590.58,594.83,39281255,593.85,419933],["2025-01-31T05:00:00Z",597.25,599.67,590.91,591.66,66671471,594.7,591698],["2025-02-03T05:00:00Z",582.67,590.16,580.52,587.68,65713364,586.36,730460],["2025-02-04T05:00:00Z",587.74,592.13,587.2,591.62,33024773,590.69,377667],["2025-02-05T05:00:00Z",590.5,594.17,588.48,594.02,30653149,592.06,358145],["2025-02-06T05:00:00Z",595.76,596.22,592.46,596.09,35771503,595.01,351828],["2025-02-07T05:00:00Z",596.65,597.87,589.92,590.63,50188662,592.61,554348],["2025-02-10T05:00:00Z",593.84,595.28,592.57,594.64,26023524,594.29,393593],["2025-02-11T05:00:00Z",592.38,595.63,592.26,595.09,30056740,594.33,408321],["2025-02-12T05:00:00Z",589.09,594.35,588.41,593.18,45076076,592.17,435863],["2025-02-13T05:00:00Z",594.28,599.65,593.02,599.44,40921297,597.38,426318],["2025-02-14T05:00:00Z",599.65,600.68,598.79,599.41,26910448,599.79,330615],["2025-02-18T05:00:00Z",600.57,601.17,598.11,601.17,26749030,599.8,364168],["2025-02-19T05:00:00Z",599.78,602.88,599.27,602.59,30898690,601.42,332869],["2025-02-20T05:00:00Z",601.22,601.36,596.77,600.08,36554002,598.87,388456],["2025-02-21T05:00:00Z",599.86,600,589.35,589.81,76519818,592.94,628050],["2025-02-24T05:00:00Z",591.86,592.85,586.42,587.13,50737213,588.98,600743],["2025-02-25T05:00:00Z",587.07,587.8,579.61,584.21,58266472,583.74,712191],["2025-02-26T05:00:00Z",585.87,589.46,581.87,584.51,43321578,585.62,638726],["2025-02-27T05:00:00Z",586.78,587.93,574.78,575.18,74196664,580.58,758876],["2025-02-28T05:00:00Z",575.68,584.68,572.61,584.15,88744106,578.09,780013],["2025-03-03T05:00:00Z",586.12,587.26,570.11,573.92,74249199,577.89,839118]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2024-12-26T05:00:00Z",589.38,592.31,587.99,591.19,41338891,590.84,306002],["2024-12-27T05:00:00Z",587.45,587.69,580.79,584.97,64969310,584.02,497465],["2024-12-30T05:00:00Z",577.97,581.75,574.55,578.29,56578757,578.41,501195],["2024-12-31T05:00:00Z",579.95,580.67,574.56,576.19,57052654,576.74,479945],["2025-01-02T05:00:00Z",579.44,581.15,570.7,574.77,50203975,575.19,603951],["2025-01-03T05:00:00Z",577.61,582.6,576.53,581.96,37888459,580.36,427267],["2025-01-06T05:00:00Z",586.21,589.58,583.58,585.31,47679442,586.55,468834],["2025-01-07T05:00:00Z",587.34,587.66,576.88,578.7,60393052,581.04,489809],["2025-01-08T05:00:00Z",578.76,580.61,575.32,579.54,47304672,578.35,432460],["2025-01-10T05:00:00Z",575.99,576.06,568.79,570.69,73105046,571.54,720924],["2025-01-13T05:00:00Z",566.05,571.93,565.64,571.58,47910060,569.12,505933],["2025-01-14T05:00:00Z",574.5,575.13,568.59,572.36,48420580,572.02,473554],["2025-01-15T05:00:00Z",580.36,583.92,579.25,582.78,56900159,582.18,488787],["2025-01-16T05:00:00Z",584.15,584.32,580.96,581.65,44319662,582.63,409217],["2025-01-17T05:00:00Z",586.88,589.24,585.56,587.49,58070628,587.72,420955],["2025-01-21T05:00:00Z",590.53,592.88,588.57,592.87,42532853,591.5,429380],["2025-01-22T05:00:00Z",595.69,597.56,595.14,596.2,48195973,596.52,367155],["2025-01-23T05:00:00Z",595.58,599.46,595.3,599.46,41152102,597.36,330491],["2025-01-24T05:00:00Z",599.52,600.47,596.56,597.71,34604693,598.27,360925],["2025-01-27T05:00:00Z",584.77,589.57,584.6,589.25,70361125,587.59,685466],["2025-01-28T05:00:00Z",590.48,595.15,587.17,594.32,44433322,592.74,419856],["2025-01-29T05:00:00Z",593.53,593.93,589.11,591.65,37177429,591.82,426224]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2024-11-22T05:00:00Z",581.68,584.12,581.19,583.5,38226390,583.08,346477],["2024-11-25T05:00:00Z",587.42,588.74,583.19,585.48,42441393,585.88,427181],["2024-11-26T05:00:00Z",586.72,589.2,586,588.53,45621288,587.89,383149],["2024-11-27T05:00:00Z",588.35,588.73,585.23,586.75,34000163,586.86,332766],["2024-11-29T05:00:00Z",587.56,591.18,587.29,590.39,30177351,590.02,233589],["2024-12-02T05:00:00Z",590.81,592.13,590.32,591.45,31745989,591.32,327962],["2024-12-03T05:00:00Z",591.22,591.97,590.19,591.73,26906629,591.3,279092],["2024-12-04T05:00:00Z",593.41,595.65,592.75,595.4,42787561,594.46,324666],["2024-12-05T05:00:00Z",595.4,596.2,594.07,594.42,28762183,595.04,303780],["2024-12-06T05:00:00Z",595.19,596.78,594.77,595.55,31241549,595.62,282829],["2024-12-09T05:00:00Z",595.43,595.6,591.89,592.48,34742738,593.19,370877],["2024-12-10T05:00:00Z",593.16,593.58,589.98,590.64,37234515,591.64,337427],["2024-12-11T05:00:00Z",593.56,596.16,593.28,595.2,28677723,595.07,305494],["2024-12-12T05:00:00Z",594.34,594.91,592.14,592.14,31543812,593.38,315220],["2024-12-13T05:00:00Z",594.17,594.88,590.65,592.02,35904730,592.28,348259],["2024-12-16T05:00:00Z",593.77,595.52,593,594.55,43695179,594.55,367580],["2024-12-17T05:00:00Z",592,592.96,590.72,592.1,55773545,591.85,425292],["2024-12-18T05:00:00Z",591.79,594.17,574.07,574.45,108248729,583.55,772894],["2024-12-19T05:00:00Z",579.43,581.04,574.03,574.28,85919452,576.96,702101],["2024-12-20T05:00:00Z",571.95,585.7,571.11,581.17,125716674,580.24,772177],["2024-12-23T05:00:00Z",580.92,585.25,577.74,584.65,57635828,582.72,450949],["2024-12-24T05:00:00Z",586,591.19,585.42,591.15,33160097,589.18,235911]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2024-10-23T04:00:00Z",569.53,569.97,562.83,566.33,49314574,566.41,470975],["2024-10-24T04:00:00Z",568.28,568.36,564.94,567.55,34979860,567.23,363434],["2024-10-25T04:00:00Z",569.78,572.67,566.42,567.36,47268176,569.33,413616],["2024-10-28T04:00:00Z",570.83,570.95,568.81,569.11,30174704,569.68,365420],["2024-10-29T04:00:00Z",568.15,571.15,566.76,570.03,42899661,569.61,373273],["2024-10-30T04:00:00Z",569.56,571.55,567.6,568.31,41435839,569.37,389130],["2024-10-31T04:00:00Z",563.95,564.02,556.97,557.17,60182451,559.81,577902],["2024-11-01T04:00:00Z",559.79,563.94,559.11,559.52,45667533,561.11,464571],["2024-11-04T05:00:00Z",559.66,560.95,556.43,558.31,38216975,558.77,394247],["2024-11-05T05:00:00Z",559.23,565.1,559.01,565.07,39478322,563.48,378253],["2024-11-06T05:00:00Z",577.31,579.99,573.58,579.12,68181968,577.44,666095],["2024-11-07T05:00:00Z",581.11,584.61,581.04,583.59,47233212,582.92,427536],["2024-11-08T05:00:00Z",584.14,587.54,584.14,586.12,46444893,585.9,406428],["2024-11-11T05:00:00Z",587.71,588.06,584.96,586.68,37586773,586.65,371847],["2024-11-12T05:00:00Z",586.6,587.2,582.38,584.86,43006128,585.22,378133],["2024-11-13T05:00:00Z",585.32,587.14,582.96,585.14,47388640,585.51,399844],["2024-11-14T05:00:00Z",585.27,585.75,580.69,581.38,38904109,582.79,373549],["2024-11-15T05:00:00Z",577.82,578.29,572.08,573.93,75988766,574.49,538470],["2024-11-18T05:00:00Z",574.39,577.6,573.53,576.28,37084081,575.88,360702],["2024-11-19T05:00:00Z",572.91,579.12,572.25,578.39,49422046,576.67,385055],["2024-11-20T05:00:00Z",578.47,578.87,572.84,578.59,49893334,576.2,435550],["2024-11-21T05:00:00Z",581.43,583.11,575.6,581.69,46750285,580.48,450141]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

Fetched Sep10~04:04 UTC; completedNov2021–Sep9 2026. Fields[UTC,open,high,low,close,volume,VWAP,trades]. Inputs not independent strategy trials. [["2024-09-23T04:00:00Z",557.85,558.83,556.64,558.18,44116922,557.81,367490],["2024-09-24T04:00:00Z",558.97,559.83,556.15,559.77,46805672,558.68,385277],["2024-09-25T04:00:00Z",559.62,560.35,557.43,558.54,38428587,558.9,378547],["2024-09-26T04:00:00Z",562.79,563.12,558.4,560.75,48336004,560.73,403346],["2024-09-27T04:00:00Z",561.82,562.64,558.91,559.94,42100928,560.76,375875],["2024-09-30T04:00:00Z",558.91,562.79,556.62,562.18,63655448,560.24,483221],["2024-10-01T04:00:00Z",561.83,562.48,554.58,557.15,72668778,557.23,689277],["2024-10-02T04:00:00Z",556.26,558.4,553.87,557.38,38097798,556.91,382904],["2024-10-03T04:00:00Z",555.91,558.31,554.08,556.36,40846466,555.9,414433],["2024-10-04T04:00:00Z",560.8,561.79,556.64,561.42,43005186,559.47,438794],["2024-10-07T04:00:00Z",559.77,560.42,555.2,556.34,49964690,557.8,457719],["2024-10-08T04:00:00Z",558.91,562.2,558.04,561.61,37398693,560.42,368103],["2024-10-09T04:00:00Z",561.6,566.05,561,565.5,37912244,564.34,380793],["2024-10-10T04:00:00Z",564.15,565.93,562.9,564.51,44138060,564.3,384802],["2024-10-11T04:00:00Z",564.43,568.62,564.29,567.89,42267994,567.42,369983],["2024-10-14T04:00:00Z",569.49,573.46,569.01,572.53,36217215,571.88,346478],["2024-10-15T04:00:00Z",572.8,573.1,566.87,568.08,54203636,569.63,450436],["2024-10-16T04:00:00Z",568.08,571.07,567.28,570.55,30725436,569.54,327311],["2024-10-17T04:00:00Z",574.09,574.3,570.42,570.6,34393714,571.7,350466],["2024-10-18T04:00:00Z",572.29,573.58,570.83,572.8,37416801,572.43,312698],["2024-10-21T04:00:00Z",572.07,573.05,568.89,571.86,36439010,571.14,386011],["2024-10-22T04:00:00Z",569.33,572.71,568.67,571.55,34183835,570.92,333521]] https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY&timeframe=1Day&feed=sip&adjustment=all

list_jobs lastRunAt04:15:46.451UTC, actualpayload04:16:07.918UTC,exit0,all21resultlinesandEND21/21visible,next05:15:46.451. FTKslidesLakeStreetPDFandAVAVQ1FY27prioritized; SSL/SSLnewsOK, ACSArelayAug28notlive. BombardierCHALLENGEandCENTCOMHTTPErrorpersist. FullsourceURLsinscript. Supersedes2054/1790pendingremoteverification, notnewphysicalevent. Savedoutput 1016characters. https://runway.adityaperswal.workers.dev

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"2026","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":16,"sample":36,"win_rate":30.555555555555557,"avg_win_pct":0.9883864741931562,"avg_loss_pct":1.5321815860167085,"mean_trade_pct":-0.7620080120636943,"return_pct":-2.256514492267103,"drawdown_pct":-2.384243377579287,"annual_pct":-3.288636487541041,"quarter_kelly":0,"reconciliation_error":1.1368683772161603e-13,"mean_holding":1.9166666666666667} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"2026","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":6,"sample":36,"win_rate":36.11111111111111,"avg_win_pct":1.0269130699009819,"avg_loss_pct":1.4621680548945095,"mean_trade_pct":-0.5633332042739154,"return_pct":-1.6728868975581346,"drawdown_pct":-1.8445066282954614,"annual_pct":-2.4414098482531843,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":1.9166666666666667} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"holdout","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":16,"sample":281,"win_rate":38.43416370106761,"avg_win_pct":1.2927662346777546,"avg_loss_pct":1.597533114146235,"mean_trade_pct":-0.48667073096833174,"return_pct":-10.884898793393315,"drawdown_pct":-11.107289090757444,"annual_pct":-1.9073595681787348,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":2.0462633451957295} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"holdout","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":6,"sample":281,"win_rate":40.569395017793596,"avg_win_pct":1.4216952179424025,"avg_loss_pct":1.4541629622508832,"mean_trade_pct":-0.2874446969767387,"return_pct":-6.661227289891869,"drawdown_pct":-7.077284549884622,"annual_pct":-1.1453477838510362,"quarter_kelly":0,"reconciliation_error":4.547473508864641e-13,"mean_holding":2.0462633451957295} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"train","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":16,"sample":127,"win_rate":37.79527559055118,"avg_win_pct":0.8502814161703837,"avg_loss_pct":1.0789442476733262,"mean_trade_pct":-0.34978809125995547,"return_pct":-3.683963257668166,"drawdown_pct":-3.7639869177171215,"annual_pct":-1.2466611632553914,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":2.220472440944882} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"train","mode":"swing","lookback":120,"threshold":2.5,"cost_bp_side":6,"sample":127,"win_rate":44.881889763779526,"avg_win_pct":0.9068056448403871,"avg_loss_pct":1.0110642858482368,"mean_trade_pct":-0.15028801774389375,"return_pct":-1.6279159163836376,"drawdown_pct":-2.6282618525675594,"annual_pct":-0.5470534047241848,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":2.220472440944882} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"2026","mode":"swing","lookback":120,"threshold":2,"cost_bp_side":16,"sample":67,"win_rate":40.298507462686565,"avg_win_pct":0.8138335777685848,"avg_loss_pct":1.3745446648137478,"mean_trade_pct":-0.4926608954148972,"return_pct":-2.69976468750015,"drawdown_pct":-3.044013365974374,"annual_pct":-3.930513893526044,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":2.014925373134328} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Finalcorrectedexit/holdingmetadata. Percentunitswhereindicated;costedvectorbtcustomreconcile;allallocation0. {"era":"2026","mode":"swing","lookback":120,"threshold":2,"cost_bp_side":6,"sample":67,"win_rate":44.776119402985074,"avg_win_pct":0.9268852120866781,"avg_loss_pct":1.282905285515851,"mean_trade_pct":-0.2934468537535245,"return_pct":-1.6049592322575523,"drawdown_pct":-2.03166178394496,"annual_pct":-2.342649919461104,"quarter_kelly":0,"reconciliation_error":2.2737367544323206e-13,"mean_holding":2.014925373134328} https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all