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Actual Computer — Every computer, one endpoint

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

Newest first. Page 27 of 45.
  • MiMo-V2.6-Flash-RLH200 NVL 141GB ×2 · vllm 0.29.1rc1.dev533+g1ea7c63f4 · MXFP4+FP88 contexts × 8 concurrency levels
    Peak decode
    2,986.6 tok/s
    Peak prefill
    12.6K tok/s
    by @keennay
  • MiMo-V2.6-Flash-RLH200 NVL 141GB ×2 · vllm 0.29.1rc1.dev533+g1ea7c63f4 · MXFP4+FP88 contexts × 8 concurrency levels
    Peak decode
    1,447.6 tok/s
    Peak prefill
    12.6K tok/s
    by @keennay
  • limite-1b-baseH200 NVL 141GB · vllm 0.26.0 · BF165 contexts × 8 concurrency levels
    Peak decode
    6,879.0 tok/s
    Peak prefill
    103.6K tok/s
    by @keennay
  • limite-1b-base-soupH200 NVL 141GB · vllm 0.26.0 · BF165 contexts × 8 concurrency levels
    Peak decode
    15.3K tok/s
    Peak prefill
    98.3K tok/s
    by @keennay
  • limite-1b-violettoH200 NVL 141GB · vllm 0.26.0 · BF165 contexts × 8 concurrency levels
    Peak decode
    986.2 tok/s
    Peak prefill
    88.9K tok/s
    by @keennay
  • MiMo-V2.6-Distill-Qwen-9BH200 NVL 141GB · sglang 0.5.20 · BF166 contexts × 8 concurrency levels
    Peak burst decode
    —
    Peak prefill
    24.8K tok/s
    by @keennay
  • MiMo-V2.6-Distill-Qwen-9BH200 NVL 141GB · vllm 0.30.0 · BF166 contexts × 8 concurrency levels
    Peak decode
    4,790.4 tok/s
    Peak prefill
    25K tok/s
    by @keennay
  • Muse-Glimmer-30B-NVFP4H200 NVL 141GB · sglang 0.5.20 · NVFP4+FP85 contexts × 8 concurrency levels
    Peak burst decode
    —
    Peak prefill
    6,390 tok/s
    by @keennay
  • Muse-Glimmer-30B-NVFP4H200 NVL 141GB · vllm 0.29.0 · NVFP4+FP85 contexts × 8 concurrency levels
    Peak decode
    1,704.4 tok/s
    Peak prefill
    6,312 tok/s
    by @keennay
  • Qwen3.5-0.8BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9160+g1cf2b8c54 · BF166 contexts × 8 concurrency levels
    Peak decode
    6,829.2 tok/s
    Peak prefill
    82.7K tok/s
    by @keennay
  • Qwen3.5-0.8BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9160+g1cf2b8c54 · BF166 contexts × 8 concurrency levels
    Peak decode
    11.5K tok/s
    Peak prefill
    88.8K tok/s
    by @keennay
  • Qwen3.5-0.8B-BaseRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9160+g1cf2b8c54 · BF166 contexts × 8 concurrency levels
    Peak decode
    3,371.7 tok/s
    Peak prefill
    81K tok/s
    by @keennay
  • Qwen3.5-0.8B-BaseRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9160+g1cf2b8c54 · BF166 contexts × 8 concurrency levels
    Peak decode
    10.8K tok/s
    Peak prefill
    87.2K tok/s
    by @keennay
  • INTELLECT-2RTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9335+gdd15fb57b · FP164 contexts × 8 concurrency levels
    Peak decode
    85.4 tok/s
    Peak prefill
    5,276 tok/s
    by @keennay
  • LFM2.5-VL-3BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF163 contexts × 8 concurrency levels
    Peak decode
    11.6K tok/s
    Peak prefill
    47.1K tok/s
    by @keennay
  • LFM2.5-8B-A1BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak decode
    6,034.8 tok/s
    Peak prefill
    42.2K tok/s
    by @keennay
  • LFM2.5-8B-A1BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9418+gc26ae0439 · BF165 contexts × 8 concurrency levels
    Peak decode
    2,702.4 tok/s
    Peak prefill
    42.2K tok/s
    by @keennay
  • LFM2.5-350MRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak decode
    2,956.5 tok/s
    Peak prefill
    176.3K tok/s
    by @keennay
  • LFM2.5-230MRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak burst decode
    —
    Peak prefill
    223.6K tok/s
    by @keennay
  • LFM2.5-2.6BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak decode
    10.5K tok/s
    Peak prefill
    49.5K tok/s
    by @keennay
  • LFM2.5-2.6BRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9418+gc26ae0439 · BF165 contexts × 8 concurrency levels
    Peak decode
    3,759.1 tok/s
    Peak prefill
    48.4K tok/s
    by @keennay
  • LFM2.5-1.2B-ThinkingRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak decode
    15.5K tok/s
    Peak prefill
    63.4K tok/s
    by @keennay
  • LFM2.5-1.2B-InstructRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9265+g05c584c44 · BF165 contexts × 8 concurrency levels
    Peak decode
    15K tok/s
    Peak prefill
    93.1K tok/s
    by @keennay
  • LFM2.5-1.2B-InstructRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev9418+gc26ae0439 · BF165 contexts × 8 concurrency levels
    Peak decode
    3,655.7 tok/s
    Peak prefill
    93.2K tok/s
    by @keennay
  • gemma-4-12B-it-int8-AutoRoundRTX PRO 6000 Blackwell Server Edition 96GB · sglang 0.5.6.post3.dev5791+gf7d4e44d8 · INT85 contexts × 8 concurrency levels
    Peak decode
    491.9 tok/s
    Peak prefill
    8,163 tok/s
    by @keennay