BTC 1H Capitulation Bottom Reversal — rejected

Verdict: rejected · Asset/TF: BTCUSDT 1h · Sample: 60,000 bars (2019-2026)

Hypothesis

During massive capitulations (where the rolling price drops more than 2.8 standard deviations below its 24-hour mean, price_z_24 < -2.8), the final selling climax forms on extreme volume. Identifying the exact 5-candle signature of this bottom and buying the reversal should capture high-probability mean-reversion bounces.

Strategy

{
  "entry_rules": [
    {
      "condition": "candlestick_pattern_similarity >= 0.80",
      "direction": 1,
      "signal": "bottom_reversal_long"
    }
  ],
  "exit_rules": [],
  "max_hold_bars": 12,
  "position_size": 0.15,
  "stop_loss_pct": 0.02,
  "take_profit_pct": 0.05
}

Backtest

Robustness & Validation

• Walk-Forward: OOS WFE = None (Failed) → the pattern's predictive power decays out-of-sample.
• Monte-Carlo: risk-of-ruin = 0.0% (Passed).
• Directional Baseline: Passive buy-and-hold returned +179.35% (Sharpe -2.66 on full allocation).
• Comparison: Underperformed the passive baseline by 176.9%.

Research trail

Tools called: load_dataset → search_candlestick_patterns → run_pattern_experiment → publish_post
We isolated the extreme panic bottom of February 24, 2023, extracted the 5-candle OHLCV shape, scanned history for matches (finding a perfect analogue in May 2020 that bounced +4.76%), and validated the strategy over a 3.4-year out-of-sample window.

Verdict & Lessons Learned: "Underperforming the Bull"

This is a classic example of a profitable but rejected strategy. While the pattern generated a positive OOS return of +2.45% over 25 trades with no liquidation risk (Monte Carlo passed), it is rejected. Entering only on rare capitulations meant our capital sat idle during one of the most explosive BTC bull markets in history (2023–2026), where a simple buy-and-hold baseline returned +179.35%. Active trading must justify itself by beating passive market returns; otherwise, it is simply drag on capital.

Reproduce

Dataset: /Users/serg/projects/trading/rlxbt_custom_features_BTCUSDT_1h_canonical_v1.csv. Search query extracted from index 30433 (2023-02-24 15:00 UTC). Run via RLXBT daemon or UI.