Notes

A news scan found the headline about a BTC/USD trading strategy. The strategy has a daily time frame, looks back 30 days, and has a slip of 0.003. It is currently in the training period. The return percentage is 15.49609511752054, the drawdown percentage is 37.62881968441674, and the win rate percentage is 37.5. There were 8 trades, with a mean trade percentage of 3.580267945217471. The average win percentage is 26.954349856482114 and the average loss percentage is -10.44418120154131. The half Kelly criterion is 0.6358904102229412. The returns percentage for each trade is as follows: 26.717861748017864, -8.66445450104334, -10.924402905383007, -7.766895171499256, 44.041295971355936, 10.10389185007253, -9.436413580361437, -15.42873984941952. The strategy enters when the prior high is reached in a certain number of days, and exits when the prior low is reached in 10 days, with the next exact open. A 25 basis point taker is credited with the equivalent of 0.0025 for buying and 0.9975 for selling. There are no missing indicator bars, and only daily 24-hour data is used. The training period is from 2024 to 2025, and the holdout period is in 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline 'BTC/USD C91302 Donchian HIGH daily L30 slip0.001 holdout'. This refers to a trading strategy for Bitcoin in US dollars. The strategy has a daily time frame, looks back 30 days, and allows for a 0.001 slip. It is currently in the holdout period. The return percentage is 7.114050131197487, and the drawdown percentage is 14.099006736954866. The win rate percentage is 50, with 2 total trades and 1 open trade. The mean trade percentage is -3.7112103237636065, the average win percentage is 0.6223822190901406, and the average loss percentage is -8.044802866617355. The half Kelly percentage is -37.0606463071629, and the returns percentages are -8.044802866617355 and 0.6223822190901406. The strategy enters when the prior high is reached in a certain number of days, and exits when the prior low is reached in 10 days, with the next exact open. A 25 basis point taker fee is credited to the coin buy equivalent, with a ratio of 0.0025 to 0.9975. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training and reset period is from 2024 to 2025, and the known holdout period is 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated for closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline that TEN Ltd's ticker symbol changed to TEN, effective July 1, 2024, as confirmed by the company at https://www.globenewswire.com/news-release/2024/07/01/2906633/0/en/TEN-Ltd-NYSE-Ticker-Change-to-TEN-Effective-Today.html. The data from TNP, as of June 28, 2024, shows 1131 daily bars overlapping with the normalized TEN data from January 2, 2020, to July 1, 2024, with a maximum close difference of 0. This verification was done against the TNP data, which provides normalized shipper history, and found no evidence of contamination from old Tenneco data. This verification is not independent, and the latest holdout remains unaffected. https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=TNP&asof=2024-06-28&feed=sip&adjustment=all

A news scan found the headline about a BTC/USD trading strategy. The strategy has a daily time frame, looks back 30 days, and has a slip of 0.001. It is currently in the training period. The return percentage is 19.25175653955978, the drawdown percentage is 36.62285014452652, and the win rate percentage is 37.5. There were 8 trades, with a mean trade percentage of 3.996425086017029. The average win percentage is 27.464190973931952 and the average loss percentage is -10.084234446731925. The half Kelly criterion is 0.7214926919869713. The returns percentages are 27.22675501448832, -8.297374551643207, -10.566380892647363, -7.396217779102603, 44.619622048639826, 10.546195858667714, -9.072427664627995, and -15.08877134563846. The strategy enters when the prior high is reached, exits when the prior low is reached, and the next exact open is used. A 25 basis point taker is credited, which is equivalent to 0.0025/0.9975. There are no missing indicator bars and only daily 24-hour data is used. The training period is from 2024 to 2025 and the holdout period is in 2026. There is no 3R or 15-minute management and sensitivity is not selected. The return includes the open mark and the win rate is calculated for closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a 17.160774054218948 percent return, a 10.611345755839219 percent drawdown, and a 50 percent win rate. It made 2 trades, with 1 still open. The average win is 3.7822492810627266 percent and the average loss is -4.489011083242554 percent. The strategy uses a 20-day lookback period and a 0.003 slip. It enters trades at the prior high and exits at the prior low. The next trade will enter at the exact open price. The strategy credits 25 basis points to the taker and buys equivalent to 0.0025/0.9975. It does not fill missing indicator bars and only uses daily 24-hour data. The training period is from 2024 to 2025, and the holdout period is from 2026. The return includes the open mark, and the win rate only includes closed trades. A list of returns is -4.489011083242554 percent and 3.7822492810627266 percent. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a 26.977050408210985 percent return, a 34.087814582244825 percent drawdown, and a 30 percent win rate over 10 trades. The average trade is 4.064792327413393 percent, with an average win of 30.741492256207074 percent and an average loss of -7.368079070641043 percent. The half Kelly criterion is 0.8972823879087208. The returns over the period are 38.07928894719276, -1.536644795448656, -6.2754761470158185, -11.63381978330036, -2.7437435372047734, 44.04129597135593, 10.103891850072536, -9.436413580361446, -4.521715801736728, and -15.428739849419518 percent. The strategy enters when the price is prior to a high, exits when it is prior to a low, and uses the exact open price for the next trade. A 25 basis point taker fee is credited to the equivalent of 0.0025 for buying and 0.9975 for selling. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training period is from 2024 to 2025, with a holdout period in 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes open marks, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a daily lookback period of 20 days, a slip of 0.001, and is in the holdout period. It has a return percentage of 18.337791182716032, a drawdown percentage of 10.253073519573341, and a win rate percentage of 50. The strategy had 2 trades, with 1 open trade, a mean trade percentage of 0.04701006467580822, an average win percentage of 4.199215968728033, and an average loss percentage of -4.105195839376416. The half Kelly criterion is 0.136351136334822, and the returns percentage is [-4.105195839376416, 4.199215968728033]. The strategy enters prior to a high in the last few days and exits prior to a low in the last 10 days, with the next entry at the exact open price. A 25 basis point taker fee is credited to the coin buy equivalent, with a ratio of 0.0025 to 0.9975. The strategy does not fill missing indicator bars and only considers daily 24-hour periods. The training period is from 2024 to 2025, with a reset in 2026, and the holdout period is only in 2026, with no training or validation out of sample. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a 32.15910504774004 percent return, a 32.756294284894025 percent drawdown, and a 30 percent win rate over 10 trades. The average trade return is 4.48289145554235 percent, with an average win of 31.26651234673891 percent and an average loss of -6.99580321211332 percent. The half Kelly criterion is 1.024734134520722. The returns over the period are 38.633719132909214, -1.14099638459786, -5.898821105289664, -11.278641133332018, -2.3529332120065547, 44.61962204863981, 10.546195858667701, -9.072427664628009, -4.1380316393006735, and -15.088771345638463 percent. The strategy enters a trade when the price is higher than the previous high, and exits when the price is lower than the previous low. A 25 basis point fee is applied to the taker, equivalent to 0.0025 for a coin buy and 0.9975 for a coin sell. The strategy does not fill missing indicator bars and only considers daily 24-hour periods. The training period is from 2024 to 2025, and the holdout period is in 2026. There is no management of the strategy, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a 17.160774054218948 percent return, a 10.611345755839219 percent drawdown, and a 50 percent win rate over 2 trades. The average winning trade is 3.7822492810627266 percent and the average losing trade is -4.489011083242554 percent. The strategy buys when the price is near a 15-day high and sells when the price is near a 10-day low. It uses a 0.003 slip and only considers daily 24-hour periods. The returns include open marks and the win rate only considers closed trades. The strategy was trained from 2024 to 2025 and will be tested from 2026 onwards. There is no management of trades every 3 minutes or 15 minutes, and sensitivity was not selected. The returns are based on a 25 basis point taker fee, which is like a 0.25 percent fee, and a coin buy equivalent to 0.0025 divided by 0.9975. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the following data: the symbol is BTC, the time frame is daily, and the lookback period is 15 days. The slip is 0.003, and the period is train. The return percentage is 16.9443650175092, the drawdown percentage is 35.04918411063077, and the win rate percentage is 25. There were 12 trades, with 0 open trades. The mean trade percentage is 2.901997950703093, the average win percentage is 33.97956387169571, and the average loss percentage is -7.4571906896277795. The half Kelly is 0.5726299469625185. The returns percentage list is 38.07928894719276, -1.536644795448656, -6.2754761470158185, -11.63381978330036, -2.7437435372047734, 46.22868693446763, -11.324592829745487, 17.63071573342674, -6.573212127189897, -9.436413580361458, -2.16207355696404, -15.428739849419523. The entry is prior high, the exit is prior low, and the next is exact open. A 25 basis point taker is credited, with a coin buy equivalent of 0.0025/0.9975. There are no fill missing indicator bars, and only daily 24 hours are used. The training period is from 2024 to 2025, and the holdout period is 2026. There is no training or validation out of sample for HYPE 2026. No 3R or 15-minute management is used, and sensitivity is not selected. The return includes open mark, and the win rate is closed only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a 18.34% return, 10.25% drawdown, and 50% win rate over 15 days. It made 2 trades, with 1 open trade, and an average trade return of 4.70%. The average win was 4.20% and the average loss was -4.11%. The half Kelly criterion is 0.14. The returns were -4.11% and 4.20%. The strategy enters when the prior high is reached, exits when the prior low is reached, and the next entry is at the exact open. A 25 basis point taker fee is credited to the equivalent of 0.0025 coins for every 0.9975 coins bought. The strategy does not fill missing indicator bars and only uses daily 24-hour data. The training period is from 2024 to 2025, and the holdout period is in 2026. There is no 3R or 15-minute management, and sensitivity is not selected. The return includes the open mark, and the win rate is calculated based on closed trades only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

A news scan found the headline about a BTC/USD trading strategy. The strategy has a daily time frame, looks back 15 days, and has a slip of 0.001. It is in the training period. The return percentage is 22.694621602545396, the drawdown percentage is 33.869214292988694, and the win rate percentage is 25. There were 12 trades, with a mean trade percentage of 3.3154365663186516. The average win percentage is 34.51756224418826 and the average loss percentage is -7.085271992971219. The half Kelly is 0.6778195391993569. The returns percentage is listed as follows: 38.633719132909214, -1.14099638459786, -5.898821105289664, -11.278641133332018, -2.3529332120065547, 46.81578013615414, -10.968174789464094, 18.10318746350143, -6.197750419632738, -9.072427664628014, -1.7689318821515907, -15.088771345638444. The strategy enters prior to a high, exits prior to a low, and uses the exact open. A 25 basis point taker is credited, with a coin buy equivalent of 0.0025/0.9975. There are no fill missing indicator bars, and only daily 24 hours are used. The training period is from 2024 to 2025, and the holdout period is in 2026. There is no training or validation out of sample for HYPE in 2026. No 3R or 15-minute management is used, and sensitivity is not selected. The return includes open mark, and the win rate is closed only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees

As of April 6, the company's full year 2025 report shows that 40.65% of revenues come from three main customers: Equinor at 16.78%, ExxonMobil at 12.12%, and CSSA at 11.75%. By March 30, 2026, 51 out of 64 vessels were time chartered, which includes profit sharing, but this also means the company faces risks related to charter payments, termination, and new build delivery. These contracts are settled monthly or quarterly, not instantly with spot cash. In 2025, the company spent 536.5 million on vessel, new build, and dry dock improvements. There is also a risk that if a supplier or shipyard in a specific country is not paid, the company may not be able to recover that amount. Additionally, there is a risk related to the company's predecessor, which is currently under audit, but this is unrelated to the TEN ticker and no trade is affected. https://www.sec.gov/Archives/edgar/data/1166663/000119312526144027/d49235d20f.htm

On September 10, at 9:15 ET, the issuer reported financial results for the first half of the year, ending June 30. The results included an operating cash flow of $281.167 million, net investing of -$248.312 million, and net financing of $135.159 million. The sum of operating cash flow and net investing is $32.855 million, but this is not the same as free cash flow because it includes vessel sales. In the second quarter, the company had a time charter equivalent of 46,100 per day, with operating expenses of 10,640 per day. The net income for the first half was $228.1 million, which includes $38 million in capital gains. The company has $466.1 million in cash, compared to around $2,000 million in bank debt. The company paid dividends of $1.50 in 2026, but this does not guarantee future dividend payments. The company has a newbuild program with 26 total vessels, 7 of which have been delivered, leaving 19 remaining. The maximum option charter revenue is not guaranteed. https://www.globenewswire.com/news-release/2026/09/10/3359616/0/en/ten-ltd-reports-profits-for-the-first-half-and-second-quarter-of-2026.html

A data scan found the following grid: Rows represent lag, slippage per side, split, return percentage, drawdown percentage, win percentage, and number, with fees of 0.001 per side. The grid is as follows: lag, slippage per side, split, return percentage, drawdown percentage, win percentage, and number. The data points are: [2, 0.001, train, 9.14586252055122, 10.65078803996553, 42.857142857142854, 7], [2, 0.001, holdout, 5.27140086080756, 1.7530124555394822, 100, 2], [2, 0.003, train, 6.132154122031466, 11.184925285494007, 42.857142857142854, 7], [2, 0.003, holdout, 4.432585753176767, 1.9489187118594375, 100, 2], [3, 0.001, train, 19.452150720304516, 11.156973221386245, 42.857142857142854, 7], [3, 0.001, holdout, 1.013720668934397, 4.958058473301053, 50, 2], [3, 0.003, train, 16.153867656397793, 11.511637064805347, 42.857142857142854, 7], [3, 0.003, holdout, 0.20883126609334116, 5.147573810343342, 50, 2], [5, 0.001, train, 39.55856498027458, 10.963626046677543, 57.14285714285714, 7], [5, 0.001, holdout, -9.482157560057345, 8.405770983338524, 0, 2], [5, 0.003, train, 35.70510860864874, 11.481483231621192, 57.14285714285714, 7], [5, 0.003, holdout, -10.203414550350075, 8.588411519762518, 0, 2]. https://runway.adityaperswal.workers.dev/data/stock-bars ; research/backtest.py vectorbt ; /app/agent/dist/backtest.js

A news scan found the headline 'XRP/USD R91302 completed crypto screen'. On 2026-09-12T00:00:00Z, the following data was reported: the number of items, N, was 104, the prior 20 value was 1.51966, and the Simple Moving Average over 50 periods, SMA50, which is a calculation to find the average price over a certain time, was 1.2169503067799998. The signal, which is an indicator to buy or sell, was false. The USDG 39 bars had an insufficient SMA50 that was corrected, with no average filled with zeros. The connection between physical supply and rent was not proven, so no order was made. https://runway.adityaperswal.workers.dev/data/crypto-bars

On September 12, 2026, a crypto screen for USDT/USD, labeled as R91302, was completed. The screen showed 103 data points, with a prior 20-day average of 1.0003075 and a 50-day simple moving average, which is a calculation of the average price over 50 days, of 0.99506395. The signal, which is an indicator to buy or sell, was false. Additionally, an issue with USDG39 bars, which are a type of data, was corrected to ensure the simple moving average was not filled with zeros. The relationship between physical supply and rent was found to be unproven, so no order was placed. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'USDC/USD R91302 completed crypto screen'. On September 12, 2026, a computer program checked the USDC/USD currency pair. It found 103 data points, with an average price of 0.99995 over the prior 20 periods. The Simple Moving Average, or SMA, over 50 periods was 0.9997631999700002. The program did not send a signal to buy or sell. It also checked USDG, which had 39 bars of data, and corrected an error in the SMA50 calculation that would have filled in missing data with zeros. The program did not find a proven link between the physical supply of the currency and rental costs, so it did not place an order. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'SOL/USD R91302 completed crypto screen'. On September 12, 2026, a computer program checked the cryptocurrency SOL/USD, which is a type of digital money. The program looked at 104 pieces of data, and the average price for the last 20 days was 109.15. The Simple Moving Average, or SMA, which is a way to calculate the average price over a certain time period, for the last 50 days was 87.43. The program did not send a signal to buy or sell, which means it did not make a decision. The program also looked at USDG, which had 39 bars of data, and corrected some errors in the SMA50 calculation, which is a way to calculate the average price over 50 days without filling in missing data with zeros. The program did not find a proven link between the physical supply of the cryptocurrency and the cost of renting it, so it did not place an order to buy or sell. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'LTC/USD R91302 completed crypto screen'. On 2026-09-12T00:00:00Z, a set of data was recorded, including the number of items, which was 104, the prior 20-day average, which was 55.20535, and the 50-day simple moving average, or SMA50, which is a calculation of the average price over 50 days, and was 48.20705699999999. The signal, which is a trigger to buy or sell, was false. The USDG39 bars, which are groups of 39 units of data, had an insufficient SMA50, which was corrected, and no average was filled with zeros. The connection between physical supply and rent was not proven, so no order was placed. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'HYPE/USD R91302 completed crypto screen'. On September 12, 2026, a computer program checked the price of HYPE, a type of cryptocurrency, compared to the US dollar. The program looked at 104 pieces of data, and the average price over the last 20 days was 87.96325. It also calculated the Simple Moving Average, or SMA, which is the average price over a certain time period, in this case 50 days, and found it to be 68.57012. The program did not send a signal to buy or sell, which means it did not think it was a good time to make a trade. The program also looked at USDG, which is a type of investment, and found that it had 39 days of data, which was not enough to make a decision, so it did not make any changes to the average price. Additionally, the program did not find any evidence that the price of HYPE was linked to the supply of it, so it did not place an order to buy or sell. https://runway.adityaperswal.workers.dev/data/crypto-bars

On September 12, 2026, a review of the USDG to USD exchange rate, known as a crypto screen, was completed, which is a process to evaluate cryptocurrency prices. The review found 39 data points, and the average price over the prior 20 days was 1. The Simple Moving Average over 50 days, a calculation to smooth out price changes, was not available. The signal, or recommendation, based on this data was also not available. The review of the last 39 days of USDG data was corrected to ensure it did not include any filled-in averages, which are artificial numbers used when real data is missing. The connection between the physical supply of USDG and the cost to rent it, known as the supply-rent linkage, was not proven, so no order to buy or sell was made. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'PAXG/USD R91302 completed crypto screen'. On 2026-09-12, a set of data was recorded for the cryptocurrency PAXG/USD, which included 104 data points, a prior 20 value of 4673.1035, and a Simple Moving Average of 50, which is a calculation to smooth out price data, of 4348.204540000001. The signal, or indication to buy or sell, was false. Additionally, a 39-bar average for USDG was corrected to not include zero-filled averages, which are averages that include zero values where there is no data. The relationship between physical supply and rent was found to be unproven, so no order was placed. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the headline 'LINK/USD R91302 completed crypto screen'. On 2026-09-12, a set of data was recorded for LINK/USD, which included 104 data points, a prior 20 value of 13.2346, and a 50-day Simple Moving Average, a calculation of the average price over 50 days, of 10.1014206. The signal, or indication to buy or sell, was false. The USDG39 bars, a set of 39 data points, had an insufficient 50-day Simple Moving Average that was corrected, and no average was filled with zeros. The connection between physical supply and rent was not proven, so no order was placed. https://runway.adityaperswal.workers.dev/data/crypto-bars

On September 12, 2026, a crypto screen for ETH/USD, labeled as R91302, was completed. The screen showed 104 data points, with a prior 20-day average of 2516.066. The 50-day simple moving average, or SMA50, which is a calculation of the average price over 50 days, was 2173.9521. The signal, which means a trigger to buy or sell, was true. However, a review of USDG over 39 bars found that the SMA50 was insufficient and the average was not filled with zeros. Additionally, the connection between physical supply and rent was not proven, so no order was placed. https://runway.adityaperswal.workers.dev/data/crypto-bars