# Crypto Chart Patterns Compared

Source: https://chartdatabase.com/research/
Markdown: https://chartdatabase.com/research/index.md

Cross-pattern ranks for Binance USD-M perpetual futures. Snapshots: 134463. Markets: 670. Pattern-family rows pool timeframes. A pattern study keeps each timeframe separate.

## Table 1. Pooled outcomes by candle timeframe

| TF | n | Hit % | BO % | BD % | SW % | Med % |
| --- | --- | --- | --- | --- | --- | --- |
| 15m | 28417 | 69.02 | 49.55 | 45.49 | 4.96 | -0.02 |
| 1h | 80342 | 68.54 | 48.43 | 45.86 | 5.72 | -0.05 |
| 4h | 22681 | 66.33 | 50.76 | 43.61 | 5.63 | -0.25 |
| 1d | 3023 | 68.08 | 55.54 | 39.76 | 4.7 | -0.59 |

## Table 2. Pattern directory (all timeframes pooled per family)

| Pattern | Bias | n | Coins | Hit % | BO % | BD % | SW % | Med % | MFE/|MAE| | Markdown |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Falling Wedge | bullish | 21502 | 667 | 72.28 | 72.28 | 24.83 | 2.89 | 0.556 | 1.455 | https://chartdatabase.com/research/falling_wedge.md |
| Descending Broadening Wedge | bullish | 18428 | 665 | 75.9 | 75.9 | 10.9 | 13.2 | 0.765 | 1.661 | https://chartdatabase.com/research/descending_broadening_wedge.md |
| Ascending Broadening Wedge | bearish | 15465 | 660 | 74.94 | 15.79 | 74.94 | 9.27 | -0.921 | 0.958 | https://chartdatabase.com/research/ascending_broadening_wedge.md |
| Reverse Head & Shoulders | bullish | 13479 | 664 | 70.69 | 70.69 | 28.0 | 1.31 | -0.131 | 1.248 | https://chartdatabase.com/research/reverse_head_and_shoulders.md |
| Head & Shoulders | bearish | 12596 | 664 | 72.97 | 26.02 | 72.97 | 1.01 | -0.093 | 1.055 | https://chartdatabase.com/research/head_and_shoulders.md |
| Rising Wedge | bearish | 12338 | 656 | 72.29 | 26.18 | 72.29 | 1.53 | -0.659 | 0.969 | https://chartdatabase.com/research/rising_wedge.md |
| Bearish Flag | bearish | 8881 | 665 | 80.63 | 15.83 | 80.63 | 3.54 | -0.507 | 0.832 | https://chartdatabase.com/research/bearish_flag.md |
| Bullish Flag | bullish | 6076 | 645 | 79.05 | 79.05 | 17.76 | 3.19 | 0.15 | 1.54 | https://chartdatabase.com/research/bullish_flag.md |
| Symmetrical Triangle | neutral | 4327 | 636 | — | 45.32 | 52.69 | 1.99 | -0.238 | 1.073 | https://chartdatabase.com/research/symmetrical_triangle.md |
| RSI Regular Bullish Divergence | bullish | 3990 | 643 | 46.92 | 46.92 | 52.51 | 0.57 | 0.0 | 0.954 | https://chartdatabase.com/research/rsi_regular_bullish_divergence.md |
| RSI Regular Bearish Divergence | bearish | 3301 | 618 | 50.86 | 48.99 | 50.86 | 0.15 | -0.552 | 1.297 | https://chartdatabase.com/research/rsi_regular_bearish_divergence.md |
| Symmetrical Broadening Wedge | neutral | 3036 | 604 | — | 27.57 | 31.98 | 40.45 | -0.315 | 1.286 | https://chartdatabase.com/research/symmetrical_broadening_wedge.md |
| Descending Channel | bullish | 2521 | 603 | 73.7 | 73.7 | 22.09 | 4.21 | 0.49 | 1.23 | https://chartdatabase.com/research/channel_descending.md |
| Ascending Channel | bearish | 1774 | 533 | 69.84 | 27.4 | 69.84 | 2.76 | -0.55 | 0.909 | https://chartdatabase.com/research/channel_ascending.md |
| Double Bottom | bullish | 1646 | 553 | 71.69 | 71.69 | 14.16 | 14.15 | 1.562 | 2.56 | https://chartdatabase.com/research/double_bottom.md |
| Bearish Pennant | bearish | 1569 | 562 | 68.39 | 29.0 | 68.39 | 2.61 | -0.322 | 0.954 | https://chartdatabase.com/research/bearish_pennant.md |
| Bullish Pennant | bullish | 1267 | 502 | 67.4 | 67.4 | 30.94 | 1.66 | -0.25 | 1.319 | https://chartdatabase.com/research/bullish_pennant.md |
| Double Top | bearish | 861 | 410 | 76.54 | 13.94 | 76.54 | 9.52 | -2.01 | 0.447 | https://chartdatabase.com/research/double_top.md |
| Descending Triangle | bearish | 475 | 316 | 28.21 | 70.53 | 28.21 | 1.26 | 0.836 | 1.935 | https://chartdatabase.com/research/descending_triangle.md |
| Ascending Triangle | bullish | 362 | 254 | 26.52 | 26.52 | 70.72 | 2.76 | -0.658 | 0.657 | https://chartdatabase.com/research/ascending_triangle.md |
| Triple Bottom | bullish | 242 | 187 | 78.1 | 78.1 | 9.5 | 12.4 | 1.846 | 3.977 | https://chartdatabase.com/research/triple_bottom.md |
| Triple Top | bearish | 119 | 102 | 84.03 | 10.92 | 84.03 | 5.05 | -3.202 | 0.329 | https://chartdatabase.com/research/triple_top.md |
| Inverted Cup & Handle | bearish | 117 | 109 | 64.1 | 34.19 | 64.1 | 1.71 | -0.56 | 0.602 | https://chartdatabase.com/research/inverted_cup_and_handle.md |
| Cup & Handle | bullish | 91 | 88 | 58.24 | 58.24 | 41.76 | 0.0 | 0.248 | 1.505 | https://chartdatabase.com/research/cup_and_handle.md |

## Table 3. Pattern x timeframe leaderboard

| Pattern | TF | n | Coins | Hit % | BO % | BD % | SW % | Med % |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Double Top | 1d | 6 | 6 | 100.0 | 0.0 | 100.0 | 0.0 | -15.328 |
| Ascending Channel | 1d | 1 | 1 | 100.0 | 0.0 | 100.0 | 0.0 | -23.487 |
| Descending Channel | 1d | 1 | 1 | 100.0 | 100.0 | 0.0 | 0.0 | 20.673 |
| Triple Top | 1d | 1 | 1 | 100.0 | 0.0 | 100.0 | 0.0 | -14.342 |
| Triple Bottom | 4h | 69 | 66 | 88.41 | 88.41 | 5.8 | 5.79 | 5.631 |
| Triple Top | 15m | 14 | 14 | 85.71 | 7.14 | 85.71 | 7.15 | -1.995 |
| Triple Top | 1h | 88 | 78 | 84.09 | 11.36 | 84.09 | 4.55 | -3.253 |
| Bearish Flag | 4h | 1631 | 514 | 82.4 | 14.53 | 82.4 | 3.07 | -1.37 |
| Bullish Flag | 4h | 948 | 388 | 81.96 | 81.96 | 15.82 | 2.22 | 0.247 |
| Bearish Flag | 1h | 4914 | 629 | 81.42 | 15.1 | 81.42 | 3.48 | -0.54 |
| Triple Top | 4h | 16 | 16 | 81.25 | 12.5 | 81.25 | 6.25 | -6.573 |
| Bullish Flag | 1d | 135 | 118 | 80.74 | 80.74 | 18.52 | 0.74 | 1.787 |
| Triple Bottom | 1d | 20 | 19 | 80.0 | 80.0 | 10.0 | 10.0 | 13.051 |
| Bullish Flag | 1h | 3791 | 592 | 78.87 | 78.87 | 17.67 | 3.46 | 0.153 |
| Descending Broadening Wedge | 15m | 3446 | 551 | 78.21 | 78.21 | 8.5 | 13.29 | 0.518 |
| Descending Broadening Wedge | 1d | 319 | 228 | 78.06 | 78.06 | 8.46 | 13.48 | 2.392 |
| Bearish Flag | 15m | 1980 | 543 | 77.83 | 18.13 | 77.83 | 4.04 | -0.237 |
| Ascending Broadening Wedge | 15m | 2927 | 541 | 77.66 | 12.81 | 77.66 | 9.53 | -0.543 |
| Bearish Flag | 1d | 356 | 250 | 77.25 | 19.1 | 77.25 | 3.65 | -5.929 |
| Double Bottom | 1d | 105 | 93 | 77.14 | 77.14 | 12.38 | 10.48 | 12.724 |
| Bullish Flag | 15m | 1202 | 477 | 77.12 | 77.12 | 19.47 | 3.41 | 0.08 |
| Double Top | 1h | 591 | 303 | 76.99 | 13.71 | 76.99 | 9.3 | -2.088 |
| Double Top | 4h | 128 | 112 | 76.56 | 16.41 | 76.56 | 7.03 | -5.632 |
| Double Bottom | 15m | 253 | 196 | 75.89 | 75.89 | 12.65 | 11.46 | 0.952 |
| Descending Channel | 15m | 869 | 431 | 75.83 | 75.83 | 20.6 | 3.57 | 0.443 |
| Ascending Broadening Wedge | 1h | 9813 | 644 | 75.8 | 14.78 | 75.8 | 9.42 | -1.106 |
| Descending Broadening Wedge | 1h | 11668 | 658 | 75.75 | 75.75 | 11.41 | 12.84 | 0.884 |
| Falling Wedge | 1d | 705 | 368 | 75.18 | 75.18 | 22.55 | 2.27 | 1.891 |
| Triple Bottom | 15m | 12 | 12 | 75.0 | 75.0 | 16.67 | 8.33 | 0.674 |
| Cup & Handle | 15m | 4 | 4 | 75.0 | 75.0 | 25.0 | 0.0 | 1.935 |
| Head & Shoulders | 4h | 2068 | 530 | 74.18 | 24.13 | 74.18 | 1.69 | -0.791 |
| Ascending Channel | 15m | 540 | 326 | 74.07 | 23.33 | 74.07 | 2.6 | -0.435 |
| Head & Shoulders | 1h | 7489 | 649 | 74.04 | 25.16 | 74.04 | 0.8 | -0.103 |
| Reverse Head & Shoulders | 1d | 310 | 218 | 73.87 | 73.87 | 22.9 | 3.23 | -3.362 |
| Rising Wedge | 15m | 2880 | 541 | 73.85 | 24.41 | 73.85 | 1.74 | -0.457 |
| Descending Broadening Wedge | 4h | 2995 | 591 | 73.59 | 73.59 | 11.92 | 14.49 | 0.924 |
| Double Top | 15m | 136 | 118 | 73.53 | 13.24 | 73.53 | 13.23 | -0.608 |
| Inverted Cup & Handle | 1h | 75 | 72 | 73.33 | 25.33 | 73.33 | 1.34 | -0.869 |
| Descending Channel | 1h | 1467 | 483 | 73.21 | 73.21 | 22.43 | 4.36 | 0.646 |
| Rising Wedge | 1h | 7901 | 631 | 73.07 | 25.41 | 73.07 | 1.52 | -0.83 |
| Triple Bottom | 1h | 141 | 119 | 73.05 | 73.05 | 10.64 | 16.31 | 0.681 |
| Falling Wedge | 15m | 4998 | 555 | 72.85 | 72.85 | 24.17 | 2.98 | 0.335 |
| Falling Wedge | 1h | 11553 | 662 | 72.31 | 72.31 | 24.69 | 3.0 | 0.72 |
| Head & Shoulders | 1d | 310 | 219 | 72.26 | 26.13 | 72.26 | 1.61 | -3.466 |
| Double Bottom | 4h | 422 | 284 | 72.04 | 72.04 | 10.9 | 17.06 | 2.59 |
| Reverse Head & Shoulders | 1h | 7924 | 653 | 71.54 | 71.54 | 27.06 | 1.4 | 0.0 |
| Falling Wedge | 4h | 4246 | 622 | 71.03 | 71.03 | 26.35 | 2.62 | 0.777 |
| Bullish Pennant | 15m | 289 | 214 | 70.93 | 70.93 | 27.68 | 1.39 | 0.07 |
| Reverse Head & Shoulders | 4h | 2416 | 549 | 70.49 | 70.49 | 28.15 | 1.36 | -0.536 |
| Bearish Pennant | 1h | 788 | 408 | 70.18 | 27.79 | 70.18 | 2.03 | -0.37 |
| Double Bottom | 1h | 866 | 426 | 69.63 | 69.63 | 16.4 | 13.97 | 1.392 |
| Ascending Broadening Wedge | 4h | 2550 | 517 | 69.45 | 22.04 | 69.45 | 8.51 | -1.374 |
| Head & Shoulders | 15m | 2729 | 549 | 69.18 | 29.79 | 69.18 | 1.03 | 0.051 |
| Ascending Channel | 1h | 1121 | 404 | 69.13 | 27.83 | 69.13 | 3.04 | -0.674 |
| Bullish Pennant | 1d | 32 | 31 | 68.75 | 68.75 | 31.25 | 0.0 | 4.351 |
| Bearish Pennant | 4h | 321 | 240 | 68.22 | 27.73 | 68.22 | 4.05 | -0.946 |
| Reverse Head & Shoulders | 15m | 2829 | 544 | 68.12 | 68.12 | 31.07 | 0.81 | -0.231 |
| Bearish Pennant | 1d | 90 | 86 | 67.78 | 30.0 | 67.78 | 2.22 | -0.686 |
| Bullish Pennant | 4h | 189 | 152 | 67.72 | 67.72 | 30.16 | 2.12 | -0.197 |
| Descending Channel | 4h | 184 | 135 | 67.39 | 67.39 | 26.63 | 5.98 | -0.417 |
| Rising Wedge | 4h | 1503 | 436 | 66.0 | 32.8 | 66.0 | 1.2 | -0.712 |
| Bullish Pennant | 1h | 757 | 372 | 65.92 | 65.92 | 32.36 | 1.72 | -0.621 |
| Bearish Pennant | 15m | 370 | 266 | 64.86 | 32.43 | 64.86 | 2.71 | -0.048 |
| Inverted Cup & Handle | 4h | 17 | 15 | 64.71 | 35.29 | 64.71 | 0.0 | -2.1 |
| Ascending Broadening Wedge | 1d | 175 | 131 | 61.14 | 31.43 | 61.14 | 7.43 | -1.857 |
| RSI Regular Bearish Divergence | 15m | 672 | 391 | 58.33 | 41.52 | 58.33 | 0.15 | -0.635 |
| Cup & Handle | 4h | 12 | 12 | 58.33 | 58.33 | 41.67 | 0.0 | -0.968 |
| Cup & Handle | 1h | 75 | 73 | 57.33 | 57.33 | 42.67 | 0.0 | 0.243 |
| Ascending Channel | 4h | 112 | 96 | 56.25 | 42.86 | 56.25 | 0.89 | -0.355 |
| Descending Triangle | 1d | 15 | 15 | 53.33 | 46.67 | 53.33 | 0.0 | -7.046 |
| Rising Wedge | 1d | 54 | 50 | 50.0 | 48.15 | 50.0 | 1.85 | 1.379 |
| RSI Regular Bearish Divergence | 1h | 1980 | 507 | 49.29 | 50.61 | 49.29 | 0.1 | -0.386 |
| RSI Regular Bullish Divergence | 15m | 633 | 382 | 48.34 | 48.34 | 51.03 | 0.63 | -0.016 |
| RSI Regular Bearish Divergence | 4h | 594 | 323 | 48.15 | 51.52 | 48.15 | 0.33 | -0.825 |
| RSI Regular Bullish Divergence | 1d | 178 | 148 | 47.75 | 47.75 | 50.0 | 2.25 | -3.925 |
| RSI Regular Bullish Divergence | 4h | 735 | 374 | 47.62 | 47.62 | 52.11 | 0.27 | 0.162 |
| RSI Regular Bullish Divergence | 1h | 2444 | 572 | 46.28 | 46.28 | 53.19 | 0.53 | 0.032 |
| RSI Regular Bearish Divergence | 1d | 55 | 46 | 45.45 | 54.55 | 45.45 | 0.0 | -4.451 |
| Inverted Cup & Handle | 15m | 25 | 25 | 36.0 | 60.0 | 36.0 | 4.0 | 0.571 |
| Ascending Triangle | 1d | 3 | 3 | 33.33 | 33.33 | 66.67 | 0.0 | 8.82 |
| Descending Triangle | 4h | 89 | 79 | 31.46 | 67.42 | 31.46 | 1.12 | 1.959 |
| Ascending Triangle | 15m | 102 | 85 | 30.39 | 30.39 | 64.71 | 4.9 | -0.453 |
| Descending Triangle | 1h | 236 | 189 | 26.69 | 72.46 | 26.69 | 0.85 | 1.087 |
| Descending Triangle | 15m | 135 | 115 | 25.93 | 71.85 | 25.93 | 2.22 | 0.367 |
| Ascending Triangle | 1h | 205 | 156 | 25.85 | 25.85 | 72.2 | 1.95 | -1.149 |
| Ascending Triangle | 4h | 52 | 52 | 21.15 | 21.15 | 76.92 | 1.93 | -3.78 |
| Symmetrical Triangle | 1h | 2469 | 559 | — | 45.2 | 52.69 | 2.11 | -0.218 |
| Symmetrical Broadening Wedge | 1h | 1986 | 552 | — | 26.94 | 31.47 | 41.59 | -0.198 |
| Symmetrical Triangle | 15m | 985 | 454 | — | 45.89 | 52.28 | 1.83 | -0.111 |
| Symmetrical Triangle | 4h | 780 | 386 | — | 45.0 | 53.08 | 1.92 | -1.325 |
| Symmetrical Broadening Wedge | 4h | 604 | 331 | — | 25.5 | 37.75 | 36.75 | -1.577 |
| Symmetrical Broadening Wedge | 15m | 387 | 261 | — | 33.07 | 25.58 | 41.35 | -0.158 |
| Symmetrical Triangle | 1d | 93 | 81 | — | 45.16 | 53.76 | 1.08 | -3.927 |
| Symmetrical Broadening Wedge | 1d | 59 | 54 | — | 33.9 | 32.2 | 33.9 | 3.243 |