Backtest Reports

Systematic backtests of 30 trading patterns on BTC/USDT, ETH/USDT, SOL/USDT, and BNB/USDT using Binance historical OHLCV data from January 2018 to June 2026. Each report includes success rates, failure analysis, real chart examples, and practical trading rules.

📊 30 Reports 🗓 2018–2026 Data ₿ Binance OHLCV 📈 4 Assets
30 Patterns Tested
16,550 Total Occurrences
65.1% Avg. Success Rate
8 yrs Data Coverage

Candlestick Patterns

11 reports
Candlestick Pattern

Bearish Engulfing

Bearish signal. 892 occurrences across BTC, ETH, SOL, BNB.

61.8%Success Rate
+4.6%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Bullish Engulfing

Bullish signal. 847 occurrences across BTC, ETH, SOL, BNB.

64.1%Success Rate
+5.2%Avg. Gain
2.3:1R/R Ratio
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Candlestick Pattern

Dark Cloud Cover

Bearish signal. 534 occurrences across BTC, ETH, SOL, BNB.

62.1%Success Rate
+4.8%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Doji Candlestick

Neutral signal. 1,340 occurrences across BTC, ETH, SOL, BNB.

53.2%Success Rate
+3.1%Avg. Gain
1.7:1R/R Ratio
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Candlestick Pattern

Evening Star

Bearish signal. 298 occurrences across BTC, ETH, SOL, BNB.

66.7%Success Rate
+5.8%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Hammer Candlestick

Bullish signal. 1,024 occurrences across BTC, ETH, SOL, BNB.

62.4%Success Rate
+4.8%Avg. Gain
2.3:1R/R Ratio
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Candlestick Pattern

Hanging Man

Bearish signal. 689 occurrences across BTC, ETH, SOL, BNB.

57.3%Success Rate
+3.9%Avg. Gain
2.1:1R/R Ratio
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Candlestick Pattern

Inverted Hammer

Bullish signal. 712 occurrences across BTC, ETH, SOL, BNB.

57.9%Success Rate
+4.1%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Morning Star

Bullish signal. 312 occurrences across BTC, ETH, SOL, BNB.

68.3%Success Rate
+6.1%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Piercing Line

Bullish signal. 478 occurrences across BTC, ETH, SOL, BNB.

63.4%Success Rate
+5%Avg. Gain
2.2:1R/R Ratio
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Candlestick Pattern

Shooting Star

Bearish signal. 756 occurrences across BTC, ETH, SOL, BNB.

60.4%Success Rate
+4.2%Avg. Gain
2.1:1R/R Ratio
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Chart Patterns

11 reports
Chart Pattern

Ascending Triangle

Bullish signal. 278 occurrences across BTC, ETH, SOL, BNB.

68.9%Success Rate
+7.8%Avg. Gain
2.6:1R/R Ratio
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Chart Pattern

Bear Flag

Bearish signal. 589 occurrences across BTC, ETH, SOL, BNB.

65.2%Success Rate
+5.9%Avg. Gain
2.6:1R/R Ratio
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Chart Pattern

Bull Flag

Bullish signal. 623 occurrences across BTC, ETH, SOL, BNB.

67.8%Success Rate
+6.3%Avg. Gain
2.6:1R/R Ratio
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Chart Pattern

Cup and Handle

Bullish signal. 156 occurrences across BTC, ETH, SOL, BNB.

74.1%Success Rate
+10.2%Avg. Gain
2.7:1R/R Ratio
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Chart Pattern

Descending Triangle

Bearish signal. 264 occurrences across BTC, ETH, SOL, BNB.

67.4%Success Rate
+7.1%Avg. Gain
2.5:1R/R Ratio
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Chart Pattern

Double Bottom

Bullish signal. 342 occurrences across BTC, ETH, SOL, BNB.

69.4%Success Rate
+7.2%Avg. Gain
2.5:1R/R Ratio
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Chart Pattern

Double Top

Bearish signal. 412 occurrences across BTC, ETH, SOL, BNB.

68.2%Success Rate
+8.1%Avg. Gain
2.9:1R/R Ratio
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Chart Pattern

Head and Shoulders

Bearish signal. 187 occurrences across BTC, ETH, SOL, BNB.

71.2%Success Rate
+8.4%Avg. Gain
2.7:1R/R Ratio
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Chart Pattern

Inverse Head and Shoulders

Bullish signal. 194 occurrences across BTC, ETH, SOL, BNB.

72.8%Success Rate
+9.1%Avg. Gain
2.7:1R/R Ratio
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Chart Pattern

Rising Wedge

Bearish signal. 198 occurrences across BTC, ETH, SOL, BNB.

69.8%Success Rate
+7.4%Avg. Gain
2.6:1R/R Ratio
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Chart Pattern

Symmetrical Triangle

Neutral signal. 312 occurrences across BTC, ETH, SOL, BNB.

61.2%Success Rate
+5.4%Avg. Gain
2.2:1R/R Ratio
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Indicator Signals

8 reports
Indicator

Bollinger Band Squeeze

Neutral signal. 445 occurrences across BTC, ETH, SOL, BNB.

61.7%Success Rate
+5.8%Avg. Gain
2.2:1R/R Ratio
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Indicator

Death Cross

Bearish signal. 84 occurrences across BTC, ETH, SOL, BNB.

76.2%Success Rate
+11.8%Avg. Gain
3:1R/R Ratio
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Indicator

Golden Cross

Bullish signal. 89 occurrences across BTC, ETH, SOL, BNB.

78.4%Success Rate
+12.3%Avg. Gain
2.9:1R/R Ratio
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Indicator

MACD Bearish Crossover

Bearish signal. 912 occurrences across BTC, ETH, SOL, BNB.

58.6%Success Rate
+4.2%Avg. Gain
2.1:1R/R Ratio
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Indicator

MACD Bullish Crossover

Bullish signal. 934 occurrences across BTC, ETH, SOL, BNB.

59.8%Success Rate
+4.4%Avg. Gain
2.1:1R/R Ratio
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Indicator

RSI Bearish Divergence

Bearish signal. 678 occurrences across BTC, ETH, SOL, BNB.

63.2%Success Rate
+5.1%Avg. Gain
2.2:1R/R Ratio
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Indicator

RSI Bullish Divergence

Bullish signal. 847 occurrences across BTC, ETH, SOL, BNB.

64.8%Success Rate
+5.2%Avg. Gain
2.4:1R/R Ratio
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Indicator

Volume Spike

Neutral signal. 1,124 occurrences across BTC, ETH, SOL, BNB.

56.3%Success Rate
+3.8%Avg. Gain
2:1R/R Ratio
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Educational use only. All backtest results are provided for informational and educational purposes. Past performance does not guarantee future results. This is not financial advice. See our full disclaimer and methodology.