Benchmarks are moving targets in 2026, and error rates shift wildly depending...

https://www.bookmark-xray.win/ai-hallucination-benchmarks-are-all-over-the-place-and-error-rates-vary-widely

Benchmarks are moving targets in 2026, and error rates shift wildly depending on the test. Take HalluHard, which still clocks 30.2% failure rates even with live web access. If you are building for production, stop relying on generic scorecards