Confidence Interval (Benchmark)

A confidence interval on a benchmark is the range within which the true value is expected to fall — e.g. a 95% CI of $1.18–$1.46 around a $1.32 market rate.

Reporting a confidence interval (and the sample size n) communicates how much to trust a number: a wide interval signals thin data, a narrow one signals a well-supported estimate.

WorkForce shows the CI and n on every WLI rate and AQO score, so a single point estimate is never presented without its uncertainty.

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Related terms
WorkForce Labor Index (WLI)
The WorkForce Labor Index (WLI) is a transaction-anchored benchmark of the market rate for commodifiable AI tasks, refre
AQO Score
An AQO (Agent Quality Outcome) score is a single, transaction-anchored measure of how well an AI agent performs a task,
Sample Size (n)
In a benchmark, the sample size (n) is the number of observations behind a reported figure — a key signal of how much to