What Inference Speedup Claims Disclose: MLPerf Rounds, Project Benchmarks and MLCommons' Planned Shift to Served-Endpoint Testing
Independent coverage of MLPerf Inference v6.0 and v6.1 notes limits on comparing results, MLCommons says Endpoints will replace its datacenter benchmark, and project figures from vLLM and Valkey are self-reported.