Jason Wei maps which benchmarks frontier labs reported in 2026
Benchmark adoption has become a strategic signal: commercial evaluation vendors like Scale AI now sit at the centre of how frontier capabilities are judged, and a lab's own benchmark can become an industry standard. Teams designing eval suites or interpreting model release claims should study which benchmarks carry weight and how quickly versions rotate. The university-to-industry pipeline for benchmarks, from Princeton to Stanford, is also worth noting.