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Matrix runs

A matrix run measures prompt reading (prefill) and generation (decode) speed in one go, across several context lengths and numbers of simultaneous requests. Run one with lmx speed-test matrix run.

All runs 1,102

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  • Laguna-XS-2.1-FP8H200 NVL 141GB · sglang 0.5.6.post3.dev9269+g834400705 · FP86 contexts × 8 concurrency levels
    Peak decode
    2,867.5 tok/s
    Peak prefill
    39.4K tok/s
    by @keennay
  • gemma-4-31B-itH200 NVL 141GB · sglang 0.5.6.post3.dev5791+gf7d4e44d8 · BF168 contexts × 8 concurrency levels
    Peak decode
    175.0 tok/s
    Peak prefill
    4,765 tok/s
    by @keennay