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Robustness lab for MetaTrader 5

Is your edge real, or did the optimizer just get lucky?

Every optimizer finds something. This is the landscape it searched — every setting a point, height is profit. Scroll to fly down to the one it reported.

The pick

The optimizer always finds something.

MetaTrader tested 110 settings and reported the best: +15,148. The question is whether that number belongs to the strategy — or to the luck of one history.

0
best in-sample pass · 82 trades

The neighbourhood

Its neighbours tell on it.

Move one step in either input and the profit falls to 1% of the peak. A real edge is a region, not a point — live fills never land exactly on the cell you optimized.

0%
kept by neighbouring settings

The forward period

What the backtest implied — and what happened.

Resampling the trades 2,000 times gives the range the forward period should have landed in. It landed below it: +972 against an implied +4,249.

0%
of the in-sample pace, forward

The checks

Eight ways a backtest can lie.

Each check asks a different question of the same data; no single one carries the verdict. Weights are calibrated against the study, none above 20%.

  • Monte Carlo16%
  • Stability14%
  • Deflated Sharpe14%
  • Concentration14%
  • Rank consistency14%
  • Walk-forward12%
  • Permutation8%
  • Sample8%

The evidence

We tested the score first.

5,000 simulated optimizations, scored exactly as the app scores yours, then traded forward on fresh data. Rated ROBUST had a genuine edge 79% of the time; FRAGILE, 10%. Synthetic worlds are not real markets — the full study, including where the score is weakest, ships inside the app.

0%
of ROBUST verdicts were a real edge

The plateau

Trade the plateau, not the peak.

The robust demo's best setting sits where every neighbour also profits. It scores 86 and kept 65% of its in-sample pace through the forward period. Plateau reads the exports MetaTrader 5 already makes — no code needed.

0
robustness score · ROBUST

Private beta

Stop trusting backtests that flatter you.

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