BHI Framework Audits LLM Benchmarks
Introduces Benchmark Health Index (BHI), a data-driven framework to audit LLM benchmarks amid reliability issues like score inflation. Evaluates along three axes: Capability Discrimination, Anti-Saturation, and Impact. Analyzes 106 benchmarks from 91 models in 2025.





