KA Candidate Detail

Performance Summary

Short Term Return

1.47%

Long Baseline

1.10%

Short Baseline

-1.50%

Price Return

1.30%

Projection Windows

20

Avg Long Avg Short L 14 · S 5 · P 20 Avg Price Reference 1,007.300000

This Pattern

Snapshot of the exact candle window, pattern settings, and outcomes recorded below.

Window Length (candles) 75

Training Slice 2025-07-02 03:00 → 2025-07-05 05:00

Price Range 646.340000 → 654.750000

Baseline Comparison L 1.10% | S -1.50% | Δ 1.30%

The synthetic pattern takes this window, produces the short-term return above, and then projects forward using the same window size to build the trajectory below.

How to Trade This Pattern

Guidelines derived from the pattern and baseline relationship. Adjust to your own risk management.

Entry Idea Enter long after the window closes if price confirms above the baseline trend.

Exit Idea For long trades, exit if the long baseline dips below zero or if projection windows turn negative.

Risk Guide Position sizing: use the baseline return magnitude as the expected move and cap risk to a fraction of that.

Bias Pattern outperforms both baselines — favour long setups.

Strategy Notes

These figures describe how the synthetic pattern compares with simple buy-and-hold baselines for the same window.

— How this snapshot is built:

Take a recent slice of candles and compute the synthetic pattern return.
Measure what a simple long, a simple short, and the raw price move did on the same slice.
Walk forward through the next slices to see how the asset kept moving.

Pattern vs. long baseline: 0.37%
Pattern vs. short baseline: 2.98%
Asset price change on window: 1.30%
Projection windows keeping long baseline positive: 14 | short baseline positive: 5 | price positive: 20
Average projection returns — long: 1.13%, short: -1.53%, price: 22.63%

Pattern outperforms both baselines — favour long setups.

Read the full KA evaluation documentation

Performance Trajectory

Short-term synthetic strategy vs. long/short baselines over subsequent windows.

Metadata

Packets 13499

Score 0.014743

Created 2025-09-29 19:15:19

Updated 2025-09-29 19:15:19

interval 1h

packets 13499

start_index 11346

window_size 75

start_time 1751414400000

end_index 11420

end_time 1751680800000

short_term_return 0.014743

comparison_count 20

comparison_long_positive 14

comparison_short_positive 5

comparison_long_average 0.011277

comparison_short_average -0.015277

comparison_price_positive 20

comparison_price_average 0.226344

price_return 0.013011727573723

Projection Windows

Pair	Interval	Window	Long Return	Short Return	Period
BNB_USDT	1h	75	0.52%	-0.92%	2025-07-05 06:00 → 2025-07-08 08:00
BNB_USDT	1h	75	4.14%	-4.54%	2025-07-08 09:00 → 2025-07-11 11:00
BNB_USDT	1h	75	2.17%	-2.57%	2025-07-11 12:00 → 2025-07-14 14:00
BNB_USDT	1h	75	2.66%	-3.06%	2025-07-14 15:00 → 2025-07-17 17:00
BNB_USDT	1h	75	2.98%	-3.38%	2025-07-17 18:00 → 2025-07-20 20:00
BNB_USDT	1h	75	1.86%	-2.26%	2025-07-20 21:00 → 2025-07-23 23:00
BNB_USDT	1h	75	3.77%	-4.17%	2025-07-24 00:00 → 2025-07-27 02:00
BNB_USDT	1h	75	1.60%	-2.00%	2025-07-27 03:00 → 2025-07-30 05:00
BNB_USDT	1h	75	-5.32%	4.92%	2025-07-30 06:00 → 2025-08-02 08:00
BNB_USDT	1h	75	-1.29%	0.89%	2025-08-02 09:00 → 2025-08-05 11:00
BNB_USDT	1h	75	3.95%	-4.35%	2025-08-05 12:00 → 2025-08-08 14:00
BNB_USDT	1h	75	1.59%	-1.99%	2025-08-08 15:00 → 2025-08-11 17:00
BNB_USDT	1h	75	3.57%	-3.97%	2025-08-11 18:00 → 2025-08-14 20:00
BNB_USDT	1h	75	2.04%	-2.44%	2025-08-14 21:00 → 2025-08-17 23:00
BNB_USDT	1h	75	1.77%	-2.17%	2025-08-18 00:00 → 2025-08-21 02:00
BNB_USDT	1h	75	0.73%	-1.13%	2025-08-21 03:00 → 2025-08-24 05:00
BNB_USDT	1h	75	-2.01%	1.61%	2025-08-24 06:00 → 2025-08-27 08:00
BNB_USDT	1h	75	-0.41%	0.01%	2025-08-27 09:00 → 2025-08-30 11:00
BNB_USDT	1h	75	-1.56%	1.16%	2025-08-30 12:00 → 2025-09-02 14:00
BNB_USDT	1h	75	-0.18%	-0.22%	2025-09-02 15:00 → 2025-09-05 17:00

Raw Payloads

Metadata JSON

{"interval": "1h", "packets": 13499, "start_index": 11346, "window_size": 75, "start_time": 1751414400000, "end_index": 11420, "end_time": 1751680800000, "short_term_return": 0.014743, "comparison_count": 20, "comparison_long_positive": 14, "comparison_short_positive": 5, "comparison_long_average": 0.011277, "comparison_short_average": -0.015277, "comparison_price_positive": 20, "comparison_price_average": 0.226344, "price_return": 0.01301172757372276}

Reasoning JSON

{"short_term_return": 0.014743, "long_return": 0.011012, "short_return": -0.015012, "price_return": 0.013012, "comparison_count": 20, "comparison_long_positive": 14, "comparison_short_positive": 5, "comparison_long_average": 0.011277, "comparison_short_average": -0.015277, "comparison_price_average": 0.226344}

Simulation JSON

{"start_time": 1751414400000, "end_time": 1751680800000, "window_size": 75, "trades_executed": 2, "commission": 0.001, "short_term_return": 0.014743, "long_return": 0.011012, "short_return": -0.015012, "base_start_price": 646.34, "base_end_price": 654.75, "comparison": [{"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.005163, "short_return": -0.009163, "price_return": 0.020268, "start_time": 1751684400000, "end_time": 1751950800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.041445, "short_return": -0.045445, "price_return": 0.06461, "start_time": 1751954400000, "end_time": 1752220800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.021703, "short_return": -0.025703, "price_return": 0.08986, "start_time": 1752224400000, "end_time": 1752490800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.026577, "short_return": -0.030577, "price_return": 0.121004, "start_time": 1752494400000, "end_time": 1752760800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.029758, "short_return": -0.033758, "price_return": 0.156605, "start_time": 1752764400000, "end_time": 1753030800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.01864, "short_return": -0.02264, "price_return": 0.180493, "start_time": 1753034400000, "end_time": 1753300800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.037671, "short_return": -0.041671, "price_return": 0.227357, "start_time": 1753304400000, "end_time": 1753570800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.01595, "short_return": -0.01995, "price_return": 0.249404, "start_time": 1753574400000, "end_time": 1753840800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.053242, "short_return": 0.049242, "price_return": 0.185382, "start_time": 1753844400000, "end_time": 1754110800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.012938, "short_return": 0.008938, "price_return": 0.172432, "start_time": 1754114400000, "end_time": 1754380800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.039462, "short_return": -0.043462, "price_return": 0.22106, "start_time": 1754384400000, "end_time": 1754650800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.015891, "short_return": -0.019891, "price_return": 0.242922, "start_time": 1754654400000, "end_time": 1754920800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.035655, "short_return": -0.039655, "price_return": 0.289724, "start_time": 1754924400000, "end_time": 1755190800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.020385, "short_return": -0.024385, "price_return": 0.318594, "start_time": 1755194400000, "end_time": 1755460800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.017713, "short_return": -0.021713, "price_return": 0.344571, "start_time": 1755464400000, "end_time": 1755730800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": 0.007251, "short_return": -0.011251, "price_return": 0.35701, "start_time": 1755734400000, "end_time": 1756000800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.02006, "short_return": 0.01606, "price_return": 0.332488, "start_time": 1756004400000, "end_time": 1756270800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.004113, "short_return": 0.000113, "price_return": 0.329672, "start_time": 1756274400000, "end_time": 1756540800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.015625, "short_return": 0.011625, "price_return": 0.311554, "start_time": 1756544400000, "end_time": 1756810800000}, {"trading_pair": "BNB_USDT", "interval": "1h", "window_size": 75, "long_return": -0.001752, "short_return": -0.002248, "price_return": 0.311864, "start_time": 1756814400000, "end_time": 1757080800000}]}