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Knowledge center · Validation & statistics

Sharpe Ratio

Annualized return per unit of total volatility.

Formula

Sharpe = mean(daily return) / std(daily return) × √252

Interpretation

Higher means more return was earned for the risk (volatility) taken on, treating upside and downside swings symmetrically.

What good looks like

Above 1.0 is considered good for a single-name long/flat strategy; above 2.0 is excellent and worth double-checking for overfitting.

What bad looks like

Below 0 means the strategy lost money on a risk-adjusted basis over the period tested.

Typical range

0.3–1.2 for most realistic single-name signal strategies over a multi-year window.

How OmniSignal uses it

The engine's own risk-adjusted verdict (raw score vs. risk-adjusted score) mirrors this idea — Sharpe is the industry-standard way to check that trade-off empirically.

References

Sharpe, W. F. (1966), "Mutual Fund Performance," Journal of Business

Related concepts

Information Coefficient (IC)Rolling ICHit RateWin Rate (invested days)Sortino Ratio