A news scan found the headline 'ETH/USD C91104 full-native daily/daily train trail1 slip20'. Coverage attribution control means the system checks the quality of the data. It keeps daily data even if hourly data is incomplete. The system uses specific rules, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. It also credits 25 basis points for fees and has a 20-day timeout. The system checks the next timestamp open and uses a 2RBE entry and 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results for the symbol ETH show a return of -0.9862710551414189, a drawdown of 35.267238960068745, and a win rate of 40. The sample size is 15, with a mean of 0.9267903619307427, an average win of 17.010259919905447, and an average loss of 9.79552267671906. There were no zero volume entries or exits. The wealth returns match vectorbt at 1e-10, and there are no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'ETH/USD C91104 full-native daily/daily train trail1 slip10'. Coverage attribution control means the system checks the quality of the data. It keeps daily data even if hourly data is incomplete. The system uses specific rules, including a 20-day high and 10-day low, a 14-day average true range, and a 10 basis point target. It also credits 25 basis point fees and has a 20-day timeout. The system checks the next timestamp open and uses a 2 risk basis entry and 2 average true range trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results for the symbol ETH are as follows: the signal and execution are daily, the system is in training mode, and it uses a trail with a 10 basis point slip. The return is 2.029153056933608, the drawdown is 34.94266629989499, and the win rate is 40. The sample size is 15, the mean is 1.12884640280757, the average win is 17.24451516349935, and the average loss is 9.614932770986952. There are no zero volume entries or exits. The wealth returns match vectorbt at 1e-10, and there are no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'ETH/USD C91104 full-native daily/daily train trail0 slip20'. A coverage attribution control report states that valid daily data is kept even if hourly data is incomplete. The report uses a fixed set of rules, including a high and low price limit, a 14-day average true range, and a 10 basis point target, with 25 basis point fees and a 20-day timeout. It also checks for the next timestamp open and uses a 2RBE entry and 2ATR trail if enabled. The report is based on training data from 2024 to 2025 and reused data from January 1, 2026, to September 11, 2026. The data includes the symbol ETH, with a daily signal and daily execution, and is part of a training set with no trail and a 20 basis point slip. The return is -6.690522832331769, the drawdown is 43.655350361842274, and the win rate is 33.33333333333333, based on a sample of 15, with a mean of 0.628431415096357, an average win of 21.040006110526257, and an average loss of 9.577355932618591. The report also states that there are no zero volume entries or exits, and the wealth returns match vectorbt at 1e-10, with no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline about an automated trading fund manager's notes. The notes say that the system keeps daily data even if hourly data is incomplete, which is called a coverage attribution control. This system uses technical terms like ATR, which means Average True Range, a measure of price movement. The system has rules like a 20-day high and 10-day low, and a 14-day ATR. It also has a 10 basis point target, which is a 0.1% profit goal, and 25 basis point credited fees, which is a 0.25% fee. The system has a 20-day timeout and checks the next timestamp open. If a certain condition is met, it uses a 2RBE, or two times risk-based entry, and a 2ATR trail, which is a price movement limit. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The system's results are: symbol ETH, source native full, signal daily, execution daily, part train, trail false, slip 10 basis points. The return was -3.8488%, the drawdown was 43.1459%, and the win rate was 33.3333%. The sample size was 15, the mean was 0.8299, the average win was 21.2823, and the average loss was 9.3963. There were no zero volume entries or exits. The wealth returns matched another system called vectorbt at a very small difference of 1e-10, and there were no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native calendar/hourly holdout trail1 slip20'. This is a report about a trading system for Bitcoin, symbol BTC. The system uses a method called coverage attribution control, which means it checks the validity of daily data even if some hourly data is missing. It also uses specific rules, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of 0.6597, a drawdown of 20.24, and a win rate of 42.86. The average win was 6.83 and the average loss was 4.58. The system had no issues with missing hour fills, and its results match another system called vectorbt with a high degree of accuracy.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system uses a control to ensure daily data is kept even if hourly data is incomplete. It uses specific rules, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. The system also credits 25 basis points in fees and has a 20-day timeout. It checks the next timestamp open and uses a 2RBE entry and 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026, at 00:00 UTC for holdout. The results for the symbol BTC are as follows: the signal is based on a calendar, execution is hourly, and the trail is true with a 10 basis point slip. The return is 2.078879056968641, drawdown is 19.776350667718823, win rate is 42.857142857142854, sample size is 7, mean is 0.50983479208635, average win is 7.039387988844603, and average loss is 4.38733010548234. There are no zero volume entries or exits. The wealth returns match vectorbt at 1e-10, and there are no fictitious missing hour fills. A news scan found the headline is not available, this is raw script output.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system called C91104 uses a method to control its performance, making sure it has complete daily data even if some hourly data is missing. It uses specific rules, including a 20-day high and low point, a 14-day average price movement, and a target profit of 10 basis points, with fees of 25 basis points. The system also has a 20-day time limit and checks the next open time. If enabled, it uses a 2-risk unit entry point with a 2-average true range trail. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of 0.6879922863302412, a drawdown of 20.24342190904068, and a win rate of 42.857142857142854, based on 7 samples. The average win was 6.835279491631119 and the average loss was 4.578364792653591. There were no instances of zero volume entries or exits. The results match another system called vectorbt with a high degree of accuracy, and there are no fictional or missing hourly data fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native calendar/hourly holdout trail0 slip10'. This is a report about a trading strategy for Bitcoin. Coverage attribution control means the system checks the quality of the data it uses. It keeps daily data even if some hourly data is missing. The system uses specific rules to decide when to buy or sell, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. It also credits fees of 25 basis points and has a 20-day timeout. The system was trained on data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of 2.1075%, a drawdown of 19.78%, and a win rate of 42.86%. The average win was 7.05 and the average loss was 4.39. The system made 7 trades and had no issues with missing hour fills. The results match another system called vectorbt with a high degree of accuracy.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system has rules to control its decisions. It keeps daily data even if hourly data is incomplete. The system uses specific numbers to make decisions: a high and low price that does not change for 20 days, a 14-day average price movement, a fixed target price, fees of 25 basis points, and a 20-day time limit. It also checks the next hour's opening price and can use a special rule called a 2 ATR trail if it is turned on. This means it will adjust its price target based on the average true range, a measure of price volatility, over 14 days. The system was trained using data from 2024 to 2025 and tested using data from January 1, 2026, to September 11, 2026. The test started at 00:00 UTC. The system's results are: symbol is BTC, data comes from a native full source, the signal type is calendar, execution is hourly, and this is a training part with a trail. The system slipped 20 basis points. It had a return of 25.3222 percent, a maximum drawdown of 29.1461 percent, and a win rate of 40 percent. The sample size was 20, the mean return was 1.6046, the average win was 11.7541, and the average loss was 5.1617. There were no instances of zero volume entries or exits. The system's wealth returns match another system called vectorbt with a high degree of accuracy, and there are no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system for BTC/USD has a control that keeps daily data even if hourly data is incomplete. It uses a fixed high and low price, a measure of price volatility called ATR, and a target profit of 10 basis points, with fees of 25 basis points. The system was trained from 2024 to 2025 and tested from January 1, 2026, to September 11, 2026. The test results are as follows: the symbol is BTC, the data source is native full, the signal type is calendar, and the execution is hourly. The system has a trail feature and a slip of 10 basis points. The return was 30.44%, the drawdown was 28.29%, and the win rate was 40%. The average win was 11.98% and the average loss was 4.97%. There were no instances of zero volume entries or exits. The results match another system called vectorbt with a high degree of accuracy, and there are no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system used a special method called coverage attribution control to make decisions. This means it kept daily data even if some hourly data was missing. The system used specific rules, including a 20-point high and 10-point low, and a 14-day average true range, or ATR, to decide when to buy or sell. It also had a fixed 10-point target and credited fees of 25 points. If the system did not make a trade for 20 days, it would time out. The system was trained on data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results showed a return of 27.03%, a drawdown of 29.15%, and a win rate of 40%. The average win was 11.93 points and the average loss was 5.16 points. The system made 20 trades and had no instances where it tried to trade when there was no volume. The results were verified to match another system called vectorbt with a high degree of accuracy.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A trading system for BTC/USD has a control that keeps daily data even if hourly data is incomplete. It uses a fixed set of rules, including a 20-day high and 10-day low, a 14-day average true range, and a 10 basis point target. The system also credits fees of 25 basis points and has a 20-day timeout. It checks for the next timestamp open and uses a 2RBE entry with a 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026, with a holdout period starting at 00:00 UTC. The results show a return of 32.2172369543699%, a drawdown of 28.290707816151006%, and a win rate of 40%. The average win was 12.158957252082853 and the average loss was 4.9718218170180455. There were no instances of zero volume entries or exits. The results match the vectorbt system at a precision of 1e-10, with no fictitious missing hour fills. A news scan found the headline is not available, this is a raw data output.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly holdout trail1 slip20'. This is a report about a trading system. Coverage attribution control means the system checks the quality of its data. It keeps daily data even if hourly data is incomplete. The system uses specific rules to decide when to buy or sell, including a 20 basis point slip and a 10 basis point target. It also considers fees and a 20-day timeout. The system was trained on data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -9.056693572757357, a drawdown of 22.196454463949344, and a win rate of 33.33333333333333. The system made 6 trades with an average win of 6.650451499194132 and an average loss of 5.395345598523493. The results match another system called vectorbt with a high degree of accuracy.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly holdout trail1 slip10'. This is a report about an automated trading system. Coverage attribution control means the system checks the quality of its data. It keeps daily data even if hourly data is incomplete. The system uses specific rules to decide when to buy or sell, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. It also credits fees of 25 basis points and has a 20-day timeout. The system was trained on data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results are for the symbol BTC, with a daily signal and hourly execution, and are part of a holdout test with a 10 basis point slip. The return was -7.958797129970929, the drawdown was 21.571528269666196, and the win rate was 33.33333333333333. The sample size was 6, the mean was -1.182642226534756, the average win was 6.863966344067074, and the average loss was 5.205946511835672. There were no zero-volume entries or exits. The results match another system called vectorbt at a precision of 1e-10, with no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly holdout trail0 slip20'. This is a report about a trading strategy for Bitcoin. Coverage attribution control means the system keeps daily data even if hourly data is incomplete. The strategy uses a fixed set of rules, including a 20-day high and low, a 14-day average true range, and a 10 basis point target. The system also credits fees of 25 basis points and has a 20-day timeout. It checks the next timestamp open and uses a 2RBE entry and 2ATR trail if enabled. The strategy was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -4.659969859758295, a drawdown of 22.196454463949344, and a win rate of 33.33333333333333. The average win was 9.27872672706187 and the average loss was 5.395345598523493. The results match another system called vectorbt at a precision of 1e-10, with no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly holdout trail0 slip10'. This is a report about a trading system for Bitcoin. Coverage attribution control means the system keeps daily data even if hourly data is incomplete. The system uses specific rules, including a 20-day high and 10-day low, a 14-day average true range, and a 10 basis point target. It also credits fees of 25 basis points and has a 20-day timeout. The system checks for the next timestamp open and uses a 2RBE entry and 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -3.51%, a drawdown of 21.57%, and a win rate of 33.33%. The average win was 9.50 and the average loss was 5.21. There were no fictitious missing hour fills, and the raw wealth returns match another system called vectorbt at a precision of 1e-10.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly train trail1 slip20'. This is a report about a trading system. Coverage attribution control means the system keeps daily data even if hourly data is incomplete. The system uses specific rules, including a 20-point high and 10-point low, and a 14-day moving average. It also has a 10-point target and 25-point fees. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -10.617104453000636, a drawdown of 37.48489683304448, and a win rate of 42.10526315789473. The average win was 9.352611565215522 and the average loss was 7.052038877824438. The system had 19 samples and a mean of -0.14481763864971792. The results match another system called vectorbt.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline about a trading fund manager's notes. The manager used a system with coverage attribution control, which means it kept daily data even if hourly data was incomplete. The system used specific rules, including a high and low price freeze for 20 and 10 days, a 14-day average true range, and a 10 basis point target. It also credited fees of 25 basis points and had a 20-day timeout. The system checked for the next timestamp open and used a 2RBE entry with a 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results for the BTC symbol with native full data and daily signals executed hourly showed a return of -7.155186477953457, a drawdown of 35.258024662257334, and a win rate of 42.10526315789473. The sample size was 19, with a mean of 0.05509303656956396, an average win of 9.571536150780696, and an average loss of 6.865956501038532. There were no zero volume entries or exits. The results matched vectorbt at 1e-10, with no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly train trail0 slip20'. This refers to a report on the Bitcoin to US Dollar exchange rate. Coverage attribution control means the system checks the quality of the data. It keeps daily data even if hourly data is incomplete. The system uses specific rules, including a 20 point high and 10 point low, and a 14 day average true range, to make decisions. It also has a fixed 10 point target and credits fees of 25 points. There is a 20 day time limit and checks for the next timestamp open. If enabled, it uses a 2 point risk management system and a 2 point average true range trail. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -3.915337184423495, a drawdown of 34.202245295059775, and a win rate of 42.10526315789473. The sample size was 19, with a mean of 0.31192841360140333. The average win was 10.437383439311935 and the average loss was 7.052038877824438. There were no instances of zero volume entries or exits. The results match another system called vectorbt, with no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/hourly train trail0 slip10'. This refers to a trading strategy for Bitcoin priced in US dollars. Coverage attribution control means the system checks the quality of daily data. It keeps good daily data even if hourly data for that day is incomplete. The strategy uses specific rules, including a high and low price from the last 20 days, a measure of price volatility called 2ATR14, and a fixed target for profit. It also considers fees and a 20-day time limit. The system checks the next open time and can adjust its strategy based on a 2ATR trail if this feature is enabled. The trading strategy was trained using data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026, starting at 00:00 UTC. The results of this strategy are as follows: the symbol is BTC, the data source is native full, the signal is daily, the execution is hourly, the part is train, the trail is false, and the slip in basis points is 10. The return was -0.1938508833595587, the drawdown was 33.27459617240363, the win rate was 42.10526315789473, the sample size was 19, the mean was 0.5127534971623438, the average win was 10.658479744688549, the average loss was 6.865956501038532, there were zero entries and exits with zero volume. The wealth returns from this strategy match those from vectorbt at a precision of 1e-10, and there were no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/daily holdout trail1 slip20'. This refers to a trading strategy for Bitcoin priced in US dollars. Coverage attribution control means the system checks the quality of its data. It keeps daily data even if hourly data is incomplete. The strategy uses specific rules: a high price and a low price that do not change, a measure of price movement called 2ATR14, a fixed target for profit, fees of 25 basis points, and a 20-day time limit. It also checks the next open time and can use a trailing stop, which is a way to limit losses by automatically selling when a price falls by a certain amount. The strategy was trained on data from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results are as follows: the symbol is BTC, the data source is native full, the signal and execution frequencies are daily, and this is a holdout, which means it is a test of the strategy. The trail, or trailing stop, is true, and the slip in basis points is 20. The return is -4.508075778663201, the drawdown, or maximum loss, is 21.658525727515222, and the win rate is 33.33333333333333. The sample size is 6, the mean return is -0.4522998748202482, the average win is 9.670485552752394, and the average loss is 5.5136925886065695. There were no instances of zero volume entries or exits. The wealth returns match those of vectorbt at a precision of 1e-10, and there are no fictitious missing hour fills, which refers to a type of error in the data.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/daily holdout trail1 slip10'. This is a report about a trading system. Coverage attribution control means the system checks the quality of its data. It keeps daily data even if hourly data is incomplete. The system uses specific rules, including a high and low price limit, a volatility measure called 2ATR14, and a fixed target of 10 basis points. It also credits fees of 25 basis points and has a 20-day timeout. The system checks for the next timestamp open and uses a trail of 2ATR if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results are for the symbol BTC, with a daily signal and daily execution, and are part of a holdout test. The trail is true and the slip is 10 basis points. The return is -3.3552669790259615, the drawdown is 21.029278833503795, and the win rate is 33.33333333333333. The sample size is 6, the mean is -0.2530047808857627, the average win is 9.890046523951035, and the average loss is 5.324530433304162. There are no zero-volume entries or exits. The wealth returns match another system called vectorbt at a precision of 1e-10, and there are no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/daily holdout trail0 slip20'. Coverage attribution control means the system checks the quality of the data. It keeps the daily data even if the hourly data is incomplete. The system uses specific rules to make decisions, including a high and low price limit, a volatility measure called 2ATR14, and a fixed target of 10 basis points. It also credits fees of 25 basis points and has a 20-day time limit. The system checks the next timestamp open and uses a trail of 2ATR if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results for the symbol BTC are as follows: the signal and execution are daily, the system is in the holdout part, and the trail is false. The slip is 20 basis points. The return is -4.508075778663201, the drawdown is 21.658525727515222, and the win rate is 33.33333333333333. The sample size is 6, the mean is -0.4522998748202482, the average win is 9.670485552752394, and the average loss is 5.5136925886065695. There are no zero volume entries or exits. The wealth returns match another system called vectorbt at a precision of 1e-10, and there are no fictitious missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/daily holdout trail0 slip10'. Coverage attribution control means the system checks the quality of the data. It keeps daily data even if hourly data is incomplete. The system uses specific rules: a high and low price from the last 20 days, a measure of price volatility called 2ATR14, a fixed target of 10 basis points, fees of 25 basis points, and a 20-day timeout. It also checks the next timestamp open and uses a 2ATR trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results for the symbol BTC are: signal daily, execution daily, part holdout, trail false, slip 10 basis points, return -3.3552669790259615, drawdown 21.029278833503795, win rate 33.33333333333333, sample 6, mean -0.2530047808857627, average win 9.890046523951035, average loss 5.324530433304162, zero volume entries 0, zero volume exits 0. The wealth returns match another system called vectorbt at a precision of 1e-10, and there are no missing hour fills.
https://runway.adityaperswal.workers.dev/data/crypto-bars
A news scan found the headline 'BTC/USD C91104 full-native daily/daily train trail1 slip20'. Coverage attribution control means the system checks the quality of the data. It keeps the daily data even if the hourly data is incomplete. The system uses specific rules to decide when to buy or sell, including a 20-day timeout and a 2% target. It also checks the next timestamp open and uses a 2% trail if enabled. The system was trained from 2024 to 2025 and reused from January 1, 2026, to September 11, 2026. The results show a return of -2.1625%, a drawdown of 33.18%, and a win rate of 44.44%. The average win was 9.68% and the average loss was 7.05%. The system made 18 trades and had no issues with missing hour fills. The results match another system called vectorbt with a small difference of 1e-10.
https://runway.adityaperswal.workers.dev/data/crypto-bars