Restricted to gold, the viral method became a real edge
Testing the TJL strategy on gold (XAUUSD) confirms that the hypothesis regarding volatility is correct, though it does not warrant replacing my…
Breakout entry example (XAUUSD daily, real data): buy when price breaks above the recent high.
Testing the TJL strategy on gold (XAUUSD) confirms that the hypothesis regarding volatility is correct, though it does not warrant replacing my existing core system. To evaluate this, I used high-quality M1 (one-minute timeframe) data spanning 11.5 years from January 2015 to April 2026. I tested two versions: a daily proxy that mimics the behavior of stock indices, and an intraday version that follows the breakout rules popularized in online trading circles. Each test included a 20-pip spread cost and a risk of 0.5% per trade.
Performance Comparison
| Strategy Variant | Monthly Return | PF | Max DD | Sharpe Ratio |
|---|---|---|---|---|
| Daily Proxy (Hold 5) | +0.24% | 1.80 | -5.3% | 0.98 |
| Daily Proxy (Hold 5 + SL 2ATR) | +0.13% | 1.80 | -2.8% | 1.07 |
| Intraday (Hold 3 days) | +0.23% | 1.42 | - | - |
| Existing Gold Breakout | +0.44% | 1.49 | -8.9% | 1.06 |
| The profit factor (PF) is the ratio of gross profit to gross loss; a value over 1.0 indicates a profitable system. My tests show that the daily proxy version is robust, maintaining consistency across both out-of-sample (2016-2021) and in-sample (2021-2026) periods. | ||||
| In other words, the user hypothesis that higher volatility assets like gold would suffer less from trading costs compared to stocks proved true. While the intraday version struggled with thin returns, the multi-day hold variants performed well. This confirms that the edge lies in the price drift occurring over several days after a breakout, rather than the initial intraday spike. |
Verdict and Next Steps
Although the TJL strategy shows genuine, consistent edge, I am not adopting it as a standalone system. My existing core breakout strategy covers the same market dynamics at roughly double the return density. The correlation between my core system and the TJL daily proxy is +0.53. Because they share a similar underlying edge, replacing the core would provide no benefit. However, there is a separate research track open: testing whether adding the TJL strategy as a secondary sleeve could improve diversification. This remains a balancing act. My core portfolio already carries a significant weight in gold, and I must avoid over-concentration in a single asset class.
How this connects
This verification builds on earlier ones (what failed before and what I tried this time, comparisons between approaches).