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MLCommons publishes MLPerf Inference v6.1 results with two new tests
MLCommons published results for version 6.1 of the MLPerf Inference benchmark suite on September 16, 2026. The round added two tests: an end-to-end retrieval-augmented generation test that runs a question-answering pipeline of several separate models, and an Edge Agentic Inference test built around multi-turn workloads such as agentic coding. Speculative decoding is now allowed in the interactive scenario for two of the inference benchmarks. Results are published on MLCommons' datacenter and edge results pages.1
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USASI. (2026, October 1). MLCommons publishes MLPerf Inference v6.1 results with two new tests. United States of America Superintelligence. https://unitedstatesofamericasuperintelligence.com/news/mlcommons-publishes-mlperf-inference-v6-1/
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@misc{usasi_news_mlcommons_publishes_mlperf_inference_v6_1,
author = {{USASI}},
title = {MLCommons publishes MLPerf Inference v6.1 results with two new tests},
year = {2026},
month = oct,
howpublished = {\url{https://unitedstatesofamericasuperintelligence.com/news/mlcommons-publishes-mlperf-inference-v6-1/}},
note = {United States of America Superintelligence. Last updated 2026-10-01}
}The date is when this page was last updated. Add the date you read it if your style needs one.