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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 36 of 45.
  • Qwen3.5-2BH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    15.5K tok/s
    Peak prefill
    91.7K tok/s
    by @keennay
  • Qwen3.5-2B-BaseH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    11.5K tok/s
    Peak prefill
    87K tok/s
    by @keennay
  • Qwen3.5-2B-BaseH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    15.4K tok/s
    Peak prefill
    96K tok/s
    by @keennay
  • Qwen3.5-27BH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    3,103.9 tok/s
    Peak prefill
    10.3K tok/s
    by @keennay
  • Qwen3.5-27BH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    2,071.0 tok/s
    Peak prefill
    10.4K tok/s
    by @keennay
  • Qwen3.5-27B-GPTQ-Int4H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · INT46 contexts × 8 concurrency levels
    Peak decode
    3,104.6 tok/s
    Peak prefill
    10.1K tok/s
    by @keennay
  • Qwen3.5-27B-GPTQ-Int4H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · INT46 contexts × 8 concurrency levels
    Peak decode
    2,283.8 tok/s
    Peak prefill
    10K tok/s
    by @keennay
  • Qwen3.5-27B-FP8H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · FP86 contexts × 8 concurrency levels
    Peak decode
    3,576.0 tok/s
    Peak prefill
    14.3K tok/s
    by @keennay
  • Qwen3.5-27B-FP8H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · FP86 contexts × 8 concurrency levels
    Peak decode
    2,576.1 tok/s
    Peak prefill
    14.6K tok/s
    by @keennay
  • Qwen3.5-122B-A10B-GPTQ-Int4H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · INT46 contexts × 8 concurrency levels
    Peak decode
    6,342.6 tok/s
    Peak prefill
    22.8K tok/s
    by @keennay
  • Qwen3.5-122B-A10B-GPTQ-Int4H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · INT46 contexts × 8 concurrency levels
    Peak decode
    4,948.7 tok/s
    Peak prefill
    22.6K tok/s
    by @keennay
  • Qwen3.5-122B-A10B-FP8H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · FP86 contexts × 8 concurrency levels
    Peak decode
    6,502.8 tok/s
    Peak prefill
    29.3K tok/s
    by @keennay
  • Qwen3.5-122B-A10B-FP8H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · FP86 contexts × 8 concurrency levels
    Peak decode
    5,019.0 tok/s
    Peak prefill
    29.9K tok/s
    by @keennay
  • Qwen3.5-0.8BH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    15.6K tok/s
    Peak prefill
    113.3K tok/s
    by @keennay
  • Qwen3.5-0.8BH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    17.1K tok/s
    Peak prefill
    132.9K tok/s
    by @keennay
  • Qwen3.5-0.8B-BaseH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    11.9K tok/s
    Peak prefill
    118.1K tok/s
    by @keennay
  • Qwen3.5-0.8B-BaseH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
    Peak decode
    17.1K tok/s
    Peak prefill
    122.8K tok/s
    by @keennay
  • INTELLECT-3H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · BF165 contexts × 8 concurrency levels
    Peak decode
    514.0 tok/s
    Peak prefill
    21.3K tok/s
    by @keennay
  • INTELLECT-3.1H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · BF165 contexts × 8 concurrency levels
    Peak decode
    516.6 tok/s
    Peak prefill
    20.8K tok/s
    by @keennay
  • INTELLECT-3-FP8H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · FP85 contexts × 8 concurrency levels
    Peak decode
    1,491.4 tok/s
    Peak prefill
    24.2K tok/s
    by @keennay
  • INTELLECT-2H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF164 contexts × 8 concurrency levels
    Peak decode
    625.2 tok/s
    Peak prefill
    8,458 tok/s
    by @keennay
  • Laguna-XS.2H200 NVL 141GB · vllm 0.26.0 · BF166 contexts × 8 concurrency levels
    Peak decode
    3,232.3 tok/s
    Peak prefill
    43.2K tok/s
    by @keennay
  • Laguna-XS.2-NVFP4H200 NVL 141GB · vllm 0.26.0 · NVFP46 contexts × 8 concurrency levels
    Peak decode
    4,818.2 tok/s
    Peak prefill
    32.2K tok/s
    by @keennay
  • Laguna-XS.2-INT4H200 NVL 141GB · vllm 0.26.0 · INT4+INT86 contexts × 8 concurrency levels
    Peak decode
    5,181.7 tok/s
    Peak prefill
    36.2K tok/s
    by @keennay
  • Laguna-XS.2-FP8H200 NVL 141GB · vllm 0.26.0 · FP86 contexts × 8 concurrency levels
    Peak decode
    5,258.4 tok/s
    Peak prefill
    41.2K tok/s
    by @keennay