Benchmark saturation — Benchmark saturation happens when AI models score so high on a test that it no longer separates strong models from weak ones. Many benchmarks saturated within a few years of release. New, harder benchmarks are then created to replace them. Saturation is one sign of how fast AI is improving.

Added October 21, 2026