What stock beta measures—and what it misses

Short answer: beta estimates how sensitively an investment's returns have moved with a selected market benchmark. A beta above 1 has historically meant larger benchmark-related moves; below 1 has meant smaller ones. The benchmark and the historical sample are part of the result, not footnotes to it.^[1]^[2]

Beta = Covariance(asset returns, market returns) / Variance(market returns)

This is the slope of a regression of the asset's returns against the benchmark's returns.^[2]

Read the number in context

If a stock has a calculated beta of 1.2 against a broad-market index, the estimate says its returns have tended to move more than the benchmark's when the two moved together. It does not say the stock will gain 1.2% whenever the market gains 1%, and it does not promise that the historical relationship will persist.^[2]

FINRA describes beta as a measure of a stock's volatility relative to the broader market. Investor.gov separately warns that all investments involve uncertainty and possible financial loss. Beta therefore addresses one slice of risk rather than the whole question.^[1]^[3]

Why two services can report different betas

OpenStax shows why published values can disagree even when neither calculation is necessarily a mistake: the services may use different historical windows, return frequencies, or market benchmarks.^[2]

Benchmark: a broad-market index and a sector index answer different questions.
Lookback: a shorter window may capture a different business regime than a longer one.
Frequency: daily, weekly, and monthly returns do not produce identical samples.

What beta does not predict

Because beta is estimated from a historical return series, it does not predict future price direction or future return. It also does not measure balance-sheet strength, valuation, liquidity, or whether an investment fits a particular person. A low-beta security can still lose money, and a high-beta security can still rise.^[2]^[3]

Betta Signals publication rule

When we publish beta, we will also publish the benchmark, lookback window, return interval, calculation date, and data source. A number without those choices is incomplete.

Research last reviewed: October 24, 2026. This explainer is educational and does not evaluate a particular security.

Sources

FINRA: Stocks — beta as volatility relative to the broader market. Accessed October 24, 2026.
OpenStax, Principles of Finance 2e: The Capital Asset Pricing Model — beta interpretation, regression slope, and reasons providers report different values. Accessed October 24, 2026.
Investor.gov: What is Risk? — uncertainty, possible loss, and volatility as parts of investment risk. Accessed October 24, 2026.