What Stock Market Alpha Really Measures
A clear guide to stock market alpha, benchmark excess return, risk adjustment, and the limits of a performance estimate.
TRADING ANALYTICS · PORTFOLIO ALPHA · MARKET INSIGHTS
Risk & performance
Drawdown, volatility, costs, and comparison choices each reveal a different part of a performance record.
At each observation, compare the value with the highest value observed so far. The drawdown is current value divided by that running peak, minus one. The most negative observation is the maximum drawdown within that sampled path.
A monthly series can miss a deeper loss that occurred between month-end observations. Always name the frequency, date range, and data scope. Our sample charts calculate only what their displayed observations support.
A decline from 100 to 80 is a 20% loss. Returning from 80 to 100 requires a 25% gain because the denominator changed. These are arithmetic descriptions, not assumptions about when or whether a recovery occurs.
The drawdown and volatility guide explains this distinction and the separate question of time below a prior peak.
Specify whether the inputs are simple or logarithmic returns, how frequently they are measured, and which standard-deviation convention is used. Any annualization adds assumptions that should be visible. A single annualized figure can obscure a changing underlying sample.
Volatility alone does not capture every concern, including liquidity, concentration, counterparty exposure, or the possibility that the historical sample excludes relevant conditions. It is one measurement, not a complete risk assessment.
Transaction costs and other deductions change the result available to an investor. A gross result compared with a net result may answer a different question than the reader expects. Show the convention rather than relying on a short label such as “performance.”
Pair this page with portfolio alpha, the benchmarking guide, and the site’s risk information before interpreting any example as a decision input.
Interactive sample
12 illustrative monthly intervals. Benchmark return: 6.1%. Both series start at 100; no external cash flows. Examples only; no separately modeled fees or taxes.
12 illustrative quarterly intervals. Benchmark return: 18.2%. Both series start at 100; no external cash flows. Examples only; no separately modeled fees or taxes.