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Glossary · Cohen’s Kappa

Cohen’s Kappa

Cohen’s kappa is a statistic that measures agreement between two raters while correcting for the agreement that would occur by chance, yielding a value typically from 0 to 1.

A kappa near 1 indicates strong agreement beyond chance, while a value near 0 indicates agreement no better than random; it is a standard measure of inter-rater reliability.

Reporting kappa alongside an evaluation tells readers how dependable the grading was, which is part of making a benchmark defensible.

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Related terms
Inter-rater Reliability
Inter-rater reliability is the degree to which independent graders assign the same scores to the same items, a measure o…
LLM-as-Judge
LLM-as-judge is an evaluation method that uses a language model to grade another model’s output against a rubric, scalin…
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.…
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