MLCommons

MLPerf is the performance yardstick in the EU's AI Gigafactories tender, and MLPerf Endpoints v1.0 is open for submissions, with rolling results and mandatory power reporting.

Blog: mlcommons.org/2026/10/open-s…

#MLPerf #AIBenchmarks #AI

MLCommons has launched Candela, a benchmarking service that runs AILuminate safety benchmarks where AI systems actually run: a model as released or a system as deployed. Practice on demand, official scores, percentiles comparable over time. mlcommons.org/2026/10/introd…

MLPerf Client is in PCMag, StorageReview, and Wccftech, which used it to measure on-device AI performance on new laptops, including GenAI image generation and agentic workloads.
Thanks to the reviewers!
Try MLPerf Client: github.com/mlcommons/mlpe…

MLCommons has been selected as the Benchmarking Team for the STRIDE Ventures AI Efficiency Challenge.

A $3.5 million, two-year award will fund MLPerf Agents: an industry-standard benchmark for the efficiency of complete agentic AI workflows.
mlcommons.org/2026/10/nsf-st…

What is MLPerf Endpoints?

It measures the served endpoint the way you actually buy it: model, hardware, serving software, and networking together, under production-like load.

Guide: mlcommons.org/2026/10/mlperf…
#MLPerf #AIInfrastructure #AIBenchmarks