The Capability Frontier: Benchmarks Miss 82% of Model Performance

Bradley Fowler, Ryan Smith, Daniel Thi Graviet +8

Existing benchmarks typically report accuracy for a single model on a single run. This systematically understates real-world LLM capabilities, particularly under heterogeneous data…