Does anything beat buy & hold on Crude Oil WTI (CL)?
Every setup we tested on Crude Oil WTI (CL) — ranked out-of-sample, corrected for multiple testing, and forward-tracked in public from the day this page published. The honest answer is the headline.
No setup beat simply holding once tested honestly. We say so plainly.
Its best setup only beat buy-and-hold in one window — a regime artifact, not a strategy. Buy-and-hold benchmark: +2.7% CAGR over 8.3 years (+14.5% CAGR in the out-of-sample window).
Educational research from historical backtests — not investment advice. Past performance does not predict future results.
Crude Oil WTI: Nothing Survived Honest Testing
We ran 1,494 indicator setups against Crude Oil WTI (CL), and none earned a pass. Macro instruments like this are hard terrain for timing systems: roll costs quietly tax every position, returns arrive in regime-driven bursts separated by long flat stretches, and a rule tuned to one macro environment tends to break in the next. The best-looking candidate, Ehlers Relative Vigor on the 4-hour timeframe, looked strong in-sample — which is exactly what you'd expect from the winner of hundreds of tries — and then failed to hold up on data it had never seen.
Read the numbers with the selection problem in mind. When you pick the best of 1,494 attempts, luck alone produces impressive backtests, so we require an out-of-sample Sharpe above a multiple-testing hurdle of 2.42. Here the top setup managed 1.15, with out-of-sample alpha of +11.2% against a buy-and-hold CAGR of +2.7%. Across all setups, only 22.8% beat holding at all. That's the finding for this window of history — markets change, and past results, good or bad, predict nothing.
Every figure above is computed from our own backtests — nothing is estimated or invented. Hypothetical results; not investment advice.
The least-bad setups — shown with their failure numbers
Nothing here earned a verdict — these are the best of a losing field, published so you can see exactly how "best" still failed.
Ehlers Relative Vigor
Mechanical rule (exactly as backtested): Ehlers' Relative Vigor Index (close-open vs range, smoothed) — long while above its signal. Signals are evaluated at 4-hour-bar close, the position changes on the NEXT bar, 0.08% cost per side, long/flat only — no leverage, no shorting.
Out-of-sample (last ~30% of the window, never used to pick this setup): Sharpe 1.15 · alpha +11.2% · 88 trades over 2.5 yrs.
Money Flow Index
Mechanical rule (exactly as backtested): Volume-weighted RSI — buy MFI(14) crossing up from below 20. Signals are evaluated at 4-hour-bar close, the position changes on the NEXT bar, 0.08% cost per side, long/flat only — no leverage, no shorting.
Out-of-sample (last ~30% of the window, never used to pick this setup): Sharpe 1.14 · alpha +2.9% · 11 trades over 2.5 yrs.
Piercing Line
Mechanical rule (exactly as backtested): Bullish reversal candle - a green candle that opens below the prior red candle and closes back above its midpoint. Signals are evaluated at 4-hour-bar close, the position changes on the NEXT bar, 0.08% cost per side, long/flat only — no leverage, no shorting.
Out-of-sample (last ~30% of the window, never used to pick this setup): Sharpe 1.04 · alpha -3.2% · 12 trades over 2.5 yrs.
Since publication — including if it loses
The forward record is just getting started — the gap between the two is the honest score. Marked to market nightly from real prices, rules frozen at publication, as of 2026-07-02. Currently LONG.
We tested 1,494 setups (indicator × parameters × timeframe) on Crude Oil WTI (CL). Only setups with ≥30 trades qualify (1,389 did). Setups are ranked by out-of-sample Sharpe — the last ~30% of history, which standard-parameter rules never saw during selection. Because picking the best of 1,494 tries mines even the holdout, the VALIDATED verdict additionally requires the top setup’s OOS Sharpe to clear a selection hurdle of 2.42 (√(2 ln N)/√T) AND positive alpha in both windows. Of the eligible setups, 22.8% had positive out-of-sample alpha (median OOS Sharpe 0.2) — the table below is truncated, but this summary covers all of them. Full recipe: methodology · the engine’s contract lives in the repo as STRATEGY_METHODOLOGY.md.
Top 20 of 1,389 eligible setups
Ranked by out-of-sample Sharpe. Full + out-of-sample columns, costs included. Hypothetical.
| # | Setup | TF | Total ret | Sharpe | Max DD | Win | Trades | α vs B&H | OOS Sharpe | OOS α | OOS trades |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Ehlers Relative Vigor | 4-Hour | +18.9% | 0.21 | -44.2% | 39.6% | 298 | -0.6% | 1.15 | +11.2% | 88 |
| 2 | Money Flow Index | 4-Hour | +68.0% | 0.6 | -21.3% | 54.5% | 33 | +3.7% | 1.14 | +2.9% | 11 |
| 3 | Piercing Line | 4-Hour | +14.8% | 0.29 | -14.2% | 31.6% | 38 | -1.0% | 1.04 | -3.2% | 12 |
| 4 | Zero-Lag LSMA | Weekly | +793.1% | 0.44 | -64.7% | 51.8% | 85 | +4.7% | 0.99 | +25.3% | 22 |
| 5 | Zero-Lag LSMA | 4-Hour | +0.7% | 0.09 | -43.7% | 41.8% | 249 | -2.6% | 0.98 | +9.8% | 60 |
| 6 | Squeeze Momentum | 4-Hour | +31.1% | 0.31 | -31.7% | 39.3% | 178 | +0.6% | 0.94 | +4.7% | 46 |
| 7 | WaveTrend (8/6/4) | 4-Hour | +11.5% | 0.16 | -32.7% | 58.3% | 60 | -1.4% | 0.92 | +2.3% | 22 |
| 8 | Stochastic | 4-Hour | +36.6% | 0.33 | -21.9% | 63.8% | 69 | +1.1% | 0.89 | +0.8% | 23 |
| 9 | Negative Volume Index | 1-Hour | -27.3% | -0.1 | -61.6% | 31.6% | 174 | -7.0% | 0.88 | +9.2% | 28 |
| 10 | Ultimate Oscillator | 1-Hour | +7.2% | 0.14 | -36.4% | 53.1% | 49 | -2.0% | 0.88 | -6.8% | 12 |
| 11 | LSMA 10/30 Cross | 4-Hour | +16.9% | 0.19 | -37.6% | 40.7% | 145 | -0.8% | 0.86 | +6.5% | 37 |
| 12 | Intraday Momentum Index | 4-Hour | +48.1% | 0.4 | -23.6% | 68.1% | 47 | +2.1% | 0.86 | +1.0% | 15 |
| 13 | Elder Ray (Bull/Bear Power) | 4-Hour | +28.9% | 0.27 | -26.6% | 38.1% | 194 | +0.4% | 0.84 | +4.4% | 45 |
| 14 | Parabolic SAR (fast) | Weekly | +313.1% | 0.34 | -54.9% | 49.0% | 98 | +1.5% | 0.83 | +19.4% | 27 |
| 15 | CCI (14) | 4-Hour | +26.5% | 0.25 | -37.6% | 34.3% | 198 | +0.2% | 0.82 | +5.0% | 55 |
| 16 | Triangular Hull MA | 4-Hour | -0.9% | 0.07 | -47.3% | 41.4% | 210 | -2.8% | 0.82 | +4.0% | 58 |
| 17 | Holt Double-Exp MA | 4-Hour | -8.5% | 0.0 | -47.8% | 35.0% | 314 | -3.8% | 0.82 | +3.0% | 89 |
| 18 | Morning Star | 4-Hour | +54.8% | 0.53 | -20.0% | 50.0% | 132 | +2.7% | 0.82 | -1.0% | 45 |
| 19 | RSI Mean-Reversion | 1-Hour | +13.7% | 0.22 | -21.3% | 61.1% | 90 | -1.2% | 0.81 | -6.4% | 29 |
| 20 | Relative Vigor Index | 4-Hour | -11.8% | -0.02 | -50.8% | 41.9% | 277 | -4.2% | 0.8 | +2.1% | 83 |
Hypothetical backtests with 0.08%/side costs. Not investment advice — see the full disclaimer.
These are historical backtests of mechanical rules. They are educational research, not investment advice, not a recommendation, and not tailored to you. Educational information only — not investment advice. Hypothetical backtested results; past performance does not guarantee future results. Trading involves risk of loss.