NeuroBacktest
Glossary

Alpha

The excess return of a strategy relative to a benchmark, after adjusting for risk.

Alpha measures a strategy's ability to beat the market on a risk-adjusted basis. Positive alpha means the strategy generated returns beyond what its beta would predict. It is a core concept in active management and strategy evaluation.

Key Points

  • Alpha is often paired with beta to separate market returns from skill.
  • Sustained positive alpha is rare and hard to achieve out-of-sample.
  • Transaction costs can quickly erode small alpha strategies.

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