LiquidBrain Synthetics (Deriv)

Honest methodology. every graph is a real MetaTrader 5 every-tick (1-minute OHLC) backtest at 0.5% risk per trade. Each model was trained only on data before its own test window, and those cutoffs were verified directly from the models on 2026-07-26: Boom 1000, Crash 1000 and Range Break 100 at 2021-01-01; Crash 300 at 2024-01-01; both DEX indices at 2025-01-01 — each matching the out-of-sample window shown on its card. Every prediction displayed is therefore on data that model never saw. The trade settings were chosen by MT5's genetic walk-forward optimizer (ForwardMode 2/3–1/3) over that same window — the settings, unlike the model, were fitted on the period displayed. On conv-sized instruments, risk per trade scales with model conviction (walk-forward-validated 2026-07-03).