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Feature

Strategy Health Score

One number that tells you whether your EA is still the EA you backtested. Five weighted metrics, updated after every trade.

Five metrics, one score

Every live trade updates five independently-scored dimensions: return rate, maximum drawdown, win rate, return volatility, and trade frequency. Each is compared to your uploaded backtest baseline and normalized to a 0-100 component score. The overall health score is a weighted composite.

Weights are not democratic. Drawdown and volatility get the most weight because they are the first things to move when an EA starts breaking. Return rate matters but is noisy over short windows. Win rate and trade frequency round out the picture — a strategy trading half as often as its backtest is usually a sign something upstream changed.

Why composite beats single-metric monitoring

Any single metric can mislead. Profit factor looks fine during a losing streak if the few wins are large. Win rate looks fine while average loss grows. Drawdown is backward-looking. Individually, each can be gamed or masked. Together, they move in correlated ways when an EA is genuinely breaking — and diverge in ways that reveal specific failure modes.

A composite also reduces false positives. Any single metric may breach threshold for normal variance reasons. Requiring several components to degrade in concert is a much stronger signal than any one alarm.

Reading the score

A healthy strategy sits at 75-100. Scores between 50-75 indicate the strategy is trading within an acceptable but wider-than-expected envelope — worth a look, not an alarm. Below 50, something specific has gone wrong: compare the component breakdown to see whether it is drawdown, trade frequency, or volatility that is driving the degradation. The component view almost always points at the root cause faster than inspecting raw trades.

Frequently asked questions

Is the health score the same as drift detection?

No. Health score is a composite snapshot of current performance versus baseline. Drift detection is a statistical trigger on accumulating directional change. A strategy can have a high health score while drift detection fires (meaning: still profitable overall, but the pattern is shifting). Both matter.

What data feeds the health score?

Closed trades from the monitor EA running inside your MetaTrader 5 terminal. Aggregated per-trade outcomes (timestamp, symbol, side, P&L, duration, slippage) are hashed into the proof chain and fed into the scoring pipeline.

How quickly does the score update?

Within seconds of a closed trade arriving. The pipeline is incremental — the score is recomputed from the new trade + previous aggregates, not from scratch — so latency is effectively just network round-trip.

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