Backtests, Methodology & Full Transparency

Thank you to everyone showing interest in Karat Killer. 

I built this for traders who appreciate the work behind the numbers — so I've published everything openly:

blodsalgo.com/karatkiller/

There you'll find: — Full interactive backtest reports: equity curve, daily P&L, profit heatmap, monthly returns, trade distribution. 10 years of XAUUSD H1 data. Nearly 1,000 trades. Zoom, hover, inspect — it's all there. — The complete 8-phase anti-overfitting validation methodology: walk-forward validation, strict data boundaries, leakage audits. Every prediction made on strictly unseen future data.

Portfolio compatibility: Many of you have asked about running Karat Killer alongside other gold EAs without overexposing your portfolio — especially The Gold Phantom or Mad Turtle. So I ran a full correlation study. Pearson correlations below 0.30, drawdown overlap under 28%, and an equal-weight portfolio of all three produced a max drawdown of 9.2% — lower than any EA individually. Full report on the site. Short answer: Karat Killer is not a replacement — it's the missing piece.

This is not a buy-only EA. Most gold EAs on the market perform well only because gold has been in a massive bull run — take away the uptrend and their edge disappears. Karat Killer is fundamentally different. The ML ensemble was trained on over a decade of gold data covering every market condition: corrections, consolidations, crashes, and rallies. It generates sell signals with the same conviction as buy signals when the data supports it. The backtest reports show consistent profitability on short trades throughout the 2022 correction and earlier bearish phases. When this bull run eventually cools off — and it will — Karat Killer won't be standing still.

Every buyer also gets free  access to BLODSALGO Analytics Professional — a real-time dashboard tracking every trade automatically. On its own, it justifies the price. More details: analytics.blodsalgo.com — mql5.com/en/market/product/163894

Go explore the site. I'm confident the data speaks for itself.

— Pablo | BLODSALGO LIMITED