Notes

A news scan found the return distribution of PSIX R91906 from December 27, 2024, to September 18, 2026. The return distribution shows the following percentages: a 0.01% chance of a -17.535390537192942% return, a 0.05% chance of a -8.23507140619086% return, a 50% chance of a -0.3472521391665706% return, a 95% chance of a 10.774024357196257% return, and a 99% chance of a 19.021455210874866% return. The average return is 0.32274934965972046%. The total return is 55.5442522889116%. If the best five-day periods are considered, the return is 2.1702539652504615, which is a logarithmic share, a mathematical concept that represents a proportion of the total return. If these best days are excluded, the return would be -40.36762126549747%. If the worst five-day periods are excluded, the return would be 628.9994419306582%. The best five-day periods were on August 7, 2026, January 28, 2025, August 4, 2026, April 9, 2025, and February 6, 2026. The worst five-day periods were on May 12, 2026, March 3, 2026, January 27, 2025, November 7, 2025, and May 11, 2026. This data is based on daily returns, which are the changes in the value of an investment over a single day, and is described as a descriptive stress, meaning it is used to understand the potential risks and rewards of an investment, and not as a feasible strategy, or an argument against fat-tail investing, which refers to investments that have a higher probability of extreme returns. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configuration for the NVT symbol: it used 20 periods, a recent time frame, a 0.005 slip, and a filter for the 200-day moving average, which is a measure of a stock's average price over 200 days. The configuration analyzed 179 trading days from 2026-01-02 to 2026-09-18. The return percentage was -0.6491850271975519, the maximum drawdown percentage was 26.604408244933385, and there were 5 trades. The winning trade percentage was 20, the mean return percentage was 0.8232544066043146, and there was 1 target and 1 boundary. Without the best trade, the return percentage would have been -23.604175791528448, and a buy and hold strategy would have given a 54.23993747557638 return percentage. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT. The first configuration had the following parameters: symbol NVT, length 40, recent period, slip 0.005, filter200 set to false, 179 bars, first date 2026-01-02, last date 2026-09-18, return percentage 10.719152651443498, drawdown percentage 22.14268119447257, 3 trades, win percentage 33.33333333333333, mean percentage 4.862989725105771, 1 target, boundary 0, without best percentage -14.862490813123818, and buyhold percentage 54.23993747557638. The second configuration had the same symbol and period, but with a slip of 0.01, and resulted in a return percentage of 7.446719124454115, drawdown percentage 22.91741942827055, 3 trades, win percentage 33.33333333333333, mean percentage 3.8195249783511223, 1 target, boundary 0, without best percentage -16.548423813079303, and buyhold percentage 54.23993747557638. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT. The first configuration has the following parameters: symbol is NVT, L is 20, period is recent, slip is 0.005, filter200 is false, bars is 179, first date is 2026-01-02, last date is 2026-09-18, return percentage is -0.6491850271975519, drawdown percentage is 26.604408244933385, number of trades is 5, win percentage is 20, mean percentage is 0.8232544066043146, targets is 1, boundary is 1, without best percentage is -23.604175791528448, and buyhold percentage is 54.23993747557638. The second configuration has the following parameters: symbol is NVT, L is 20, period is recent, slip is 0.01, filter200 is false, bars is 179, first date is 2026-01-02, last date is 2026-09-18, return percentage is -5.494857108458184, drawdown percentage is 27.334748975865907, number of trades is 5, win percentage is 20, mean percentage is -0.1800119689029933, targets is 1, boundary is 1, without best percentage is -26.599870183710483, and buyhold percentage is 54.23993747557638. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT. The first configuration had the following settings: symbol NVT, L 10, recent period, slip 0.005, filter200 false, 179 bars, first date 2026-01-02, last date 2026-09-18, return percentage 4.612503723195882, drawdown percentage 31.2629043380255, 6 trades, win percentage 33.33333333333333, mean percentage 1.7093075208100512, 1 target, boundary 1, without best percentage -20.47763430897508, and buyhold percentage 54.23993747557638. The second configuration had the following settings: symbol NVT, L 10, recent period, slip 0.01, filter200 false, 179 bars, first date 2026-01-02, last date 2026-09-18, return percentage -1.4799990675584684, drawdown percentage 33.6247344698489, 6 trades, win percentage 33.33333333333333, mean percentage 0.6972242577540533, 1 target, boundary 1, without best percentage -24.356206491501066, and buyhold percentage 54.23993747557638. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the NVT symbol. The first configuration has the following parameters: symbol is NVT, L is 40, period is holdout, slip is 0.01, filter200 is false, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is 59.95270651502875, drawdown percentage is 17.387559345227743, n is 7, win percentage is 57.14285714285714, mean percentage is 7.7662936202552935, targets is 2, boundary is 0, without best percentage is 23.1371572225485, and buyhold percentage is 77.86540483701366. The second configuration has the following parameters: symbol is NVT, L is 20, period is holdout, slip is 0.005, filter200 is true, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is 41.52891011545252, drawdown percentage is 26.383401742287937, n is 9, win percentage is 55.55555555555556, mean percentage is 4.701025986801306, targets is 3, boundary is 0, without best percentage is 14.883789217051312, and buyhold percentage is 77.86540483701366. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT, which is a stock ticker symbol. The first configuration has the following parameters: the symbol is NVT, the L value is 20, the period is holdout, which means a phase where the system is tested, the slip value is 0.01, the filter200 is false, the number of bars is 502, the first date is 2024-01-02, the last date is 2025-12-31, the return percentage is 67.6729752098351, the drawdown percentage is 25.167374675821584, the number of trades is 11, the win percentage is 54.54545454545454, the mean percentage is 5.92458661086309, the number of targets is 5, the boundary is 0, the without best percentage is 20.72573637234907, and the buy and hold percentage is 77.86540483701366. The second configuration has the following parameters: the symbol is NVT, the L value is 40, the period is holdout, the slip value is 0.005, the filter200 is false, the number of bars is 502, the first date is 2024-01-02, the last date is 2025-12-31, the return percentage is 71.55128689731774, the drawdown percentage is 16.97032479646635, the number of trades is 7, the win percentage is 57.14285714285714, the mean percentage is 8.84942637687882, the number of targets is 2, the boundary is 0, the without best percentage is 30.751991438175175, and the buy and hold percentage is 77.86540483701366. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT. The first configuration has the following parameters: symbol is NVT, L is 10, period is holdout, slip is 0.01, filter200 is false, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is 48.42225315419417, drawdown percentage is 25.167374675821698, number of trades is 12, win percentage is 50, mean percentage is 4.4629916393771145, targets is 5, boundary is 0, without best percentage is 6.865079382406436, and buyhold percentage is 77.86540483701366. The second configuration has the following parameters: symbol is NVT, L is 20, period is holdout, slip is 0.005, filter200 is false, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is 87.17086632432587, drawdown percentage is 22.11321555380127, number of trades is 11, win percentage is 54.54545454545454, mean percentage is 6.9892088191234585, targets is 5, boundary is 0, without best percentage is 33.423351254305175, and buyhold percentage is 77.86540483701366. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for the NVT symbol. The first configuration has a length of 20, a training period from 2018-05-01 to 2023-12-29, a slip of 0.005, and a filter200 set to true, resulting in 1427 bars, a return percentage of 34.01146398773807, a drawdown percentage of 32.15657047722706, 22 trades, a win percentage of 36.36363636363637, a mean percentage of 1.8413899651973142, 4 targets, a boundary of 1, a without best percentage of 9.460286436299903, and a buy and hold percentage of 220.3229398663697. The second configuration has a length of 10, a holdout period from 2024-01-02 to 2025-12-31, a slip of 0.005, and a filter200 set to false, resulting in 502 bars, a return percentage of 67.34679463695525, a drawdown percentage of 22.113215553801226, 12 trades, a win percentage of 50, a mean percentage of 5.512923712741397, 5 targets, a boundary of 0, a without best percentage of 19.291910117246026, and a buy and hold percentage of 77.86540483701366. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the NVT symbol. The first configuration had the following settings: symbol NVT, length 40, period train, slip 0.005, filter200 false, bars 1427, first date 2018-05-01, last date 2023-12-29, return percentage -8.364131697541177, drawdown percentage 43.802222238668385, number of trades 26, win percentage 30.76923076923077, mean percentage 0.060045589218663625, targets 3, boundary 1, without best percentage -24.807194079263596, and buyhold percentage 220.3229398663697. The second configuration had the same settings except for slip 0.01, return percentage -29.345090107686932, drawdown percentage 48.12315482650359, mean percentage -0.9356262908671198, and without best percentage -41.44063792125302. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the NVT symbol. The first configuration has the following parameters: symbol is NVT, L is 20, period is train, slip is 0.005, filter200 is false, bars is 1427, first date is 2018-05-01, last date is 2023-12-29, return percentage is 26.578023309322376, drawdown percentage is 37.10277433475685, number of trades is 29, win percentage is 31.03448275862069, mean percentage is 1.3476675243492493, targets is 4, boundary is 1, without best percentage is 3.3886674743498935, and buyhold percentage is 220.3229398663697. The second configuration has the following parameters: symbol is NVT, L is 20, period is train, slip is 0.01, filter200 is false, bars is 1427, first date is 2018-05-01, last date is 2023-12-29, return percentage is -5.2878790348983795, drawdown percentage is 44.770652377735374, number of trades is 29, win percentage is 31.03448275862069, mean percentage is 0.339182848252415, targets is 4, boundary is 1, without best percentage is -21.861802424551858, and buyhold percentage is 220.3229398663697. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol NVT. The first configuration has the following parameters: symbol is NVT, L is 10, period is train, slip is 0.005, filter200 is false, bars is 1427, first date is 2018-05-01, last date is 2023-12-29, return percentage is 21.285917556147417, drawdown percentage is 32.62272923272889, number of trades is 33, win percentage is 33.33333333333333, mean percentage is 1.0997328540293134, targets is 5, boundary is 1, without best percentage is -0.3304361149103596, and buyhold percentage is 220.3229398663697. The second configuration has the same symbol and period, but slip is 0.01, and the results are: return percentage is -12.80635394316959, drawdown percentage is 38.910182760952594, number of trades is 33, win percentage is 33.33333333333333, mean percentage is 0.09371531232045462, targets is 5, boundary is 1, without best percentage is -27.6263932356416, and buyhold percentage is 220.3229398663697. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL: there are two configurations, the first with an L of 40, and the second with an L of 20, which is a parameter that determines the lookback period, or the amount of past data used to make decisions. The first configuration has a period of recent, meaning it looks at recent market data, a slip of 0.01, which is the difference between the expected and actual price of a trade, filter200 set to false, meaning it does not filter out stocks that are trading below their 200-day moving average, 179 bars of data, which are individual pieces of market data, from 2026-01-02 to 2026-09-18, a return percentage of 103.56520979051895, a maximum drawdown percentage of 20.436628259551227, 4 trades, a win percentage of 75, a mean percentage of 21.2091284257708, 3 targets, a boundary of 0, a without best percentage of 50.9901026024693, and a buy and hold percentage of 70.55442239940663. The second configuration has a period of recent, a slip of 0.005, filter200 set to true, 179 bars of data, from 2026-01-02 to 2026-09-18, a return percentage of 81.44926171139836, a maximum drawdown percentage of 23.941248783294423, 5 trades, a win percentage of 60, a mean percentage of 15.069984119084474, 3 targets, a boundary of 0, a without best percentage of 33.24684369271884, and a buy and hold percentage of 70.55442239940663. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL: there are two configurations, the first has a length of 20, a recent period, a slip of 0.01, and the second has a length of 40, a recent period, and a slip of 0.005, which is a measure of the difference between expected and actual trade prices. The first configuration has a return percentage of 72.599373344796, a maximum drawdown percentage of 25.326306692054835, which is the largest decline in value, 5 trades, a win percentage of 60, a mean percentage of 13.924952185962564, 3 targets, a boundary of 0, a without best percentage of 28.021861482474364, and a buy and hold percentage of 70.55442239940663. The second configuration has a return percentage of 111.87335800414075, a maximum drawdown percentage of 20.43662825955126, 4 trades, a win percentage of 75, a mean percentage of 22.427371839266684, 3 targets, a boundary of 0, a without best percentage of 55.58870810691068, and a buy and hold percentage of 70.55442239940663. Both configurations are for the symbol POWL, have 179 bars of data, started on 2026-01-02, and ended on 2026-09-18. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL: there are two configurations, each with the following details. The first configuration has a symbol of POWL, a parameter L of 10, a period of recent, a slip of 0.01, filter200 set to false, 179 bars, a first date of 2026-01-02, a last date of 2026-09-18, a return percentage of 74.80167122310803, a drawdown percentage of 25.303996599816593, 5 trades, a win percentage of 60, a mean percentage of 14.248572881041156, 3 targets, a boundary of 0, a without best percentage of 29.655368420863915, and a buy and hold percentage of 70.55442239940663. The second configuration has a symbol of POWL, a parameter L of 20, a period of recent, a slip of 0.005, filter200 set to false, 179 bars, a first date of 2026-01-02, a last date of 2026-09-18, a return percentage of 81.44926171139836, a drawdown percentage of 23.941248783294423, 5 trades, a win percentage of 60, a mean percentage of 15.069984119084474, 3 targets, a boundary of 0, a without best percentage of 33.24684369271884, and a buy and hold percentage of 70.55442239940663. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A news scan found the following vectorbt configurations for POWL: there are two configurations, the first configuration has a symbol of POWL, a length of 20, a period of holdout, a slip of 0.005, filter200 is true, the number of bars is 502, the first date is 2024-01-02, the last date is 2025-12-31, the return percentage is 67.21261495394603, the drawdown percentage is 48.719154717868626, the number of trades is 14, the win percentage is 42.857142857142854, the mean percentage is 5.713515765892013, the number of targets is 6, the boundary is 0, the without best percentage is 27.207304234381468, and the buy and hold percentage is 270.0488145048814, the second configuration has a symbol of POWL, a length of 10, a period of recent, a slip of 0.005, filter200 is false, the number of bars is 179, the first date is 2026-01-02, the last date is 2026-09-18, the return percentage is 83.7644805696386, the drawdown percentage is 23.918524880404448, the number of trades is 5, the win percentage is 60, the mean percentage is 15.396857446909227, the number of targets is 3, the boundary is 0, the without best percentage is 34.94701928124806, and the buy and hold percentage is 70.55442239940663. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the POWL symbol. The first configuration has the following settings: symbol is POWL, L is 40, period is holdout, slip is 0.005, filter200 is false, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is 6.698046380769118, drawdown percentage is 53.5890908474376, n is 15, win percentage is 33.33333333333333, mean percentage is 2.2422248818001025, targets is 5, boundary is 0, without best percentage is -21.384921802383815, and buyhold percentage is 270.0488145048814. The second configuration has the following settings: symbol is POWL, L is 40, period is holdout, slip is 0.01, filter200 is false, bars is 502, first date is 2024-01-02, last date is 2025-12-31, return percentage is -8.16494402474044, drawdown percentage is 57.793826451799276, n is 15, win percentage is 33.33333333333333, mean percentage is 1.2248386946086742, targets is 5, boundary is 0, without best percentage is -31.655892525284656, and buyhold percentage is 270.0488145048814. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following vectorbt configurations for POWL stock. The configurations are as follows: for the first configuration, the symbol is POWL, the L value is 20, the period is holdout, the slip value is 0.005, filter200 is false, there are 502 bars, the first date is 2024-01-02, the last date is 2025-12-31, the return percentage is 33.287957806031734, the drawdown percentage is 51.38488012452538, the number of trades is 16, the win percentage is 37.5, the mean percentage is 3.6521865800709397, there are 5 targets, the boundary value is 0, the without best percentage is -1.793485624584501, and the buy and hold percentage is 270.0488145048814. For the second configuration, the symbol is POWL, the L value is 20, the period is holdout, the slip value is 0.01, filter200 is false, there are 502 bars, the first date is 2024-01-02, the last date is 2025-12-31, the return percentage is 13.579445238205645, the drawdown percentage is 54.67174777715811, the number of trades is 16, the win percentage is 37.5, the mean percentage is 2.620770225226685, there are 5 targets, the boundary value is 0, the without best percentage is -15.473609398466603, and the buy and hold percentage is 270.0488145048814. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL using vectorbt. The first configuration had a symbol of POWL, a length of 10, and was for the holdout period, with a slip of 0.005, filter200 set to false, and 502 bars, from 2024-01-02 to 2025-12-31. The return percentage was 162.47814205977323, the drawdown percentage was 38.142463260163325, there were 15 trades, the win percentage was 46.666666666666664, the mean percentage was 8.746500537894931, there were 6 targets, the boundary was 1, the without best percentage was 77.72578506072509, and the buy and hold percentage was 270.0488145048814. The second configuration had the same symbol, length, period, and number of bars, but a slip of 0.01, and from the same dates. The return percentage was 125.91505361138414, the drawdown percentage was 39.36739529636773, there were also 15 trades, the win percentage was the same at 46.666666666666664, the mean percentage was 7.664391969927395, there were also 6 targets, the boundary was also 1, the without best percentage was 54.506112996357345, and the buy and hold percentage was the same at 270.0488145048814. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the POWL symbol. The first configuration had the following settings: symbol POWL, L 40, period train, slip 0.01, filter200 false, bars 2012, first date 2016-01-04, last date 2023-12-29, return percentage -77.24508382579845, drawdown percentage 80.14694421956783, n 41, win percentage 19.51219512195122, mean percentage -2.9081217735638027, targets 6, boundary 1, without best percentage -82.41363501620935, and buyhold percentage 339.8127171122187. The second configuration had the following settings: symbol POWL, L 20, period train, slip 0.005, filter200 true, bars 2012, first date 2016-01-04, last date 2023-12-29, return percentage -41.36119937227852, drawdown percentage 49.90014518947533, n 31, win percentage 25.806451612903224, mean percentage -1.0449368864088349, targets 5, boundary 1, without best percentage -54.40051355040359, and buyhold percentage 339.8127171122187. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL, which is a stock symbol. The first configuration has the following settings: the symbol is POWL, the L value is 20, the period is train, the slip value is 0.01, the filter200 is false, the number of bars is 2012, the first date is 2016-01-04, the last date is 2023-12-29, the return percentage is -80.53909168318893, the drawdown percentage is 83.02087797670902, the number of trades is 48, the win percentage is 20.833333333333336, the mean percentage is -2.6504565930871715, the number of targets is 8, the boundary is 1, the without best percentage is -84.71444621513733, and the buy and hold percentage is 339.8127171122187. The second configuration has the following settings: the symbol is POWL, the L value is 40, the period is train, the slip value is 0.005, the filter200 is false, the number of bars is 2012, the first date is 2016-01-04, the last date is 2023-12-29, the return percentage is -65.71166750267, the drawdown percentage is 70.74754071070606, the number of trades is 41, the win percentage is 19.51219512195122, the mean percentage is -1.9322749649157467, the number of targets is 6, the boundary is 1, the without best percentage is -73.76361415958463, and the buy and hold percentage is 339.8127171122187. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for POWL: there are two configurations, the first with an L of 10 and the second with an L of 20, L meaning the length of a moving average, a way to smooth out price data. The first configuration has a period of train, meaning a time to learn from data, a slip of 0.01, meaning a small cost per trade, filter200 set to false, meaning a filter was not used, 2012 bars, or pieces of price data, from 2016-01-04 to 2023-12-29, a return percentage of -72.44428271221206, a drawdown percentage of 77.2125483409736, 52 trades, a win percentage of 25, a mean percentage of -1.6393168069226847, 9 targets, a boundary of 1, a without best percentage of -78.61044434792755, and a buy and hold percentage of 339.8127171122187. The second configuration has a period of train, a slip of 0.005, filter200 set to false, 2012 bars from 2016-01-04 to 2023-12-29, a return percentage of -68.54884354722476, a drawdown percentage of 73.1680251931859, 48 trades, a win percentage of 20.833333333333336, a mean percentage of -1.6720200544981478, 8 targets, a boundary of 1, a without best percentage of -75.54253212651038, and a buy and hold percentage of 339.8127171122187. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for the symbol ETN and POWL. The first configuration has a symbol of ETN, a length of 20, a recent period, a slip of 0.005, filter200 set to true, 179 bars, a first date of 2026-01-02, a last date of 2026-09-18, a return percentage of 3.4519729420564804, a drawdown percentage of 14.484544522620036, 4 trades, a win percentage of 50, a mean percentage of 1.3717519435655745, 1 target, a boundary of 0, a without best percentage of -10.836246395344984, and a buy and hold percentage of 32.24470734744707. The second configuration has a symbol of POWL, a length of 10, a train period, a slip of 0.005, filter200 set to false, 2012 bars, a first date of 2016-01-04, a last date of 2023-12-29, a return percentage of -53.64911556574938, a drawdown percentage of 68.23203315550946, 52 trades, a win percentage of 26.923076923076923, a mean percentage of -0.6507175487380561, 9 targets, a boundary of 1, a without best percentage of -64.37910153243325, and a buy and hold percentage of 339.8127171122187. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found two configurations for the symbol ETN, which is a stock ticker. The first configuration has the following settings: the symbol is ETN, the L value is 40, the period is recent, the slip value is 0.005, the filter200 is set to false, the number of bars is 179, the first date is 2026-01-02, and the last date is 2026-09-18. The return percentage is -16.99960931881257, the drawdown percentage is 30.14505103058811, the number of trades is 5, the win percentage is 20, the mean percentage is -3.0940389356964526, the number of targets is 1, the boundary is 0, the without best percentage is -30.14505103058802, and the buy and hold percentage is 32.24470734744707. The second configuration has the same settings, except the slip value is 0.01, the return percentage is -21.047816431835763, the drawdown percentage is 33.07775209504171, the mean percentage is -4.058325328694166, and the without best percentage is -32.88425937164578. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all

A data scan found the following configurations for ETN, a type of investment called an exchange-traded note, or ETN for short. There are two configurations: the first has a length, or L, of 20, a recent time period, a slip of 0.005, which is the difference between the expected and actual price of a trade, filter200 set to false, 179 bars of data, which are groups of trades, a first date of 2026-01-02, a last date of 2026-09-18, a return percentage of 3.4519729420564804, a drawdown percentage, which is the largest decrease in value, of 14.484544522620036, 4 trades, a win percentage of 50, a mean percentage of 1.3717519435655745, 1 target, a boundary of 0, a without best percentage of -10.836246395344984, and a buy and hold percentage of 32.24470734744707. The second configuration is similar, but with a slip of 0.01, a return percentage of -0.6046688759176022, a drawdown percentage of 15.760936727073338, a mean percentage of 0.3630276095831192, and a without best percentage of -13.471584994861319. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all