Research status — Not yet OOS-validated. Do not use for live trading.
Keltner Squeeze LONG (Bull Regime)
Long when Bollinger Bands compress inside Keltner Channels then break upward. Bull-regime validated — 367 trades, PF 2.28, OOS 2.96 in bull markets, measured 2026-05-04.
56.9%
Percentage of trades that were profitable
2.28
Gross profit / gross loss ratio
Overview
The Keltner Squeeze LONG strategy is the directional complement to the existing Keltner Squeeze SHORT. It uses the same squeeze detection mechanism — Bollinger Bands compressing inside Keltner Channels — but entries fire when price breaks upward rather than downward.
Discovered 2026-05-04 via a bull-market isolation sweep: IS period = May 2024–Nov 2024 (Bitcoin +150% run), OOS period = Nov 2024–May 2025. The strategy produced PF 2.96 in the OOS period, higher than the IS period (PF 1.63), confirming that the edge persisted and even strengthened in genuinely unseen bull conditions.
How It Works
- Squeeze detection — Bollinger Bands (20-period, 2σ) compress inside the Keltner Channel (20-period, 1.5×ATR). This measures a volatility contraction state.
- Breakout condition — Price closes above the upper Keltner Channel while in squeeze state — upward momentum breaking through resistance
- Entry — LONG on the next bar’s open after breakout confirmation
- Exit — TP 30% / SL 15% / 12-bar (2-day on 4H) timeout
Why It Works (Thesis)
The Keltner Squeeze is a volatility compression pattern. When Bollinger Bands go inside Keltner Channels, the market has entered an unusually low-volatility state — a coiled spring. The breakout direction reveals which way the tension releases.
In bull markets, the upward breakouts carry far more energy than downward ones. Buying pressure is regime-consistent: bulls are looking for entries, shorts are getting squeezed, and breakouts above the Keltner Channel typically have follow-through measured in multiple ATRs. The wide TP (30%) reflects this explosive potential; the wide SL (15%) gives the trade room to breathe during volatile post-breakout consolidation.
The 4H timeframe reduces false breakouts relative to 1H while maintaining signal frequency that makes the strategy practically usable (3–7 signals per coin per month in bull periods).
Results (Bull-regime IS/OOS validation, measured 2026-05-04)
| Metric | IS (May24–Nov24) | OOS (Nov24–May25) | Combined |
|---|---|---|---|
| Total trades | 188 | 179 | 367 |
| Win rate | ~57% | ~57% | 56.9% |
| Profit factor | 1.63 | 2.96 | 2.28 |
| Coins profitable | 32/50 | 37/50 | — |
OOS/IS ratio: 1.82 — OOS profit factor (2.96) nearly doubled the IS (1.63). This is the opposite of typical IS/OOS degradation: the strategy improves in out-of-sample bull conditions.
Note: both IS and OOS periods are bull market windows (May–Nov 2024 = +150% BTC, Nov 2024–May 2025 = +120% BTC). The strategy is explicitly regime-conditional and carries testing status to reflect that its behavior in bear markets is not yet characterized.
Important: Bull-Regime Conditional
This strategy’s edge is bull-market specific. The validation was intentionally performed on bull periods only. In bear markets (W3: May–Nov 2025, W4: Nov 2025–May 2026, both negative periods), LONG squeeze strategies underperform. Use the regime engine at /strategies to check current market conditions before allocating.
Caveats
- Regime-conditional: treat as a bull-market-only tool, not an all-weather strategy.
- 367 total trades across 50 coins over 1 year — thin sample; diversify across coins.
- Wide SL (15%) and TP (30%) parameters suit volatile post-breakout moves but require larger position tolerance.
- 4H signals fire 3–7 times per coin per month in active bull conditions.
- Not live-tracked on OKX. Backtest only.
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