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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.

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Matching runs 351

Submitted by @Sandberg. Newest first. Page 7 of 15.
  • gpt-oss-20bCMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · MXFP45 contexts × 8 concurrency levels
    Peak decode
    3,766.5 tok/s
    Peak prefill
    8,710 tok/s
  • Muse-Glimmer-30B-FP8-blockCMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP8 block5 contexts × 8 concurrency levels
    Peak decode
    1,279.7 tok/s
    Peak prefill
    2,288 tok/s
  • Qwen3.8-27B-INT4RTX 3090 24GB · vllm 0.32.0 · INT4 W4A16 g1284 contexts × 8 concurrency levels
    Peak decode
    120.1 tok/s
    Peak prefill
    1,483 tok/s
  • Qwen3.8-27B-INT8-W8A16-MTPCMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · INT8 W8A166 contexts × 8 concurrency levels
    Peak decode
    616.4 tok/s
    Peak prefill
    1,633 tok/s
  • Ornith-1.5-9B-NVFP4RTX 3090 24GB · vllm 0.32.0 · NVFP46 contexts × 8 concurrency levels
    Peak decode
    1,704.7 tok/s
    Peak prefill
    5,739 tok/s
  • Qwen3.8-27B-INT8-W8A16-MTPCMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · INT8 W8A166 contexts × 8 concurrency levels
    Peak decode
    766.4 tok/s
    Peak prefill
    1,664 tok/s
  • gemma-4-26B-A4B-it-NVFP4RTX 3090 24GB · vllm 0.32.0 · NVFP46 contexts × 8 concurrency levels
    Peak decode
    1,092.4 tok/s
    Peak prefill
    5,438 tok/s
  • gemma-4-12B-it-qat-w4a16-ctRTX 3090 24GB · vllm 0.32.0 · W4A166 contexts × 8 concurrency levels
    Peak decode
    1,326.8 tok/s
    Peak prefill
    2,690 tok/s
  • deepseek-r1-distill-qwen-14b-awqRTX 3090 24GB · vllm 0.32.0 · AWQ5 contexts × 8 concurrency levels
    Peak decode
    742.0 tok/s
    Peak prefill
    1,839 tok/s
  • Qwen3-14B-AWQRTX 3090 24GB · vllm 0.32.0 · AWQ3 contexts × 8 concurrency levels
    Peak decode
    1,325.8 tok/s
    Peak prefill
    1,999 tok/s
  • Phi-4-reasoning-plus-NVFP4RTX 3090 24GB · vllm 0.32.0 · NVFP43 contexts × 8 concurrency levels
    Peak decode
    779.6 tok/s
    Peak prefill
    2,035 tok/s
  • NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bitRTX 3090 24GB · vllm 0.32.0 · AWQ 4-bit5 contexts × 8 concurrency levels
    Peak decode
    1,469.4 tok/s
    Peak prefill
    3,587 tok/s
  • Tess-4-27B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    837.8 tok/s
    Peak prefill
    2,161 tok/s
  • internlm_internlm3-8b-instruct-autoround-int8-gs128-symCMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · AutoRound INT8 W8A16 gs1283 contexts × 8 concurrency levels
    Peak decode
    4,081.9 tok/s
    Peak prefill
    4,878 tok/s
  • Ornith-1.5-9B-NVFP4RTX 3090 24GB · vllm 0.32.0 · NVFP46 contexts × 8 concurrency levels
    Peak decode
    3,075.4 tok/s
    Peak prefill
    5,390 tok/s
  • Ornith-1.5-35B-A3B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    2,073.6 tok/s
    Peak prefill
    7,202 tok/s
  • Sage-A1.5-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    2,232.1 tok/s
    Peak prefill
    7,518 tok/s
  • Ornith-1.5-35B-A3B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    2,797.6 tok/s
    Peak prefill
    7,797 tok/s
  • Nanbeige4.3-33B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP85 contexts × 8 concurrency levels
    Peak decode
    261.6 tok/s
    Peak prefill
    1,851 tok/s
  • NVIDIA-Nemotron-Nano-9B-v2-quantized.w4a16RTX 3090 24GB · vllm 0.32.0 · W4A165 contexts × 8 concurrency levels
    Peak decode
    1,679.8 tok/s
    Peak prefill
    4,527 tok/s
  • Tess-4.5-27B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    724.5 tok/s
    Peak prefill
    2,062 tok/s
  • Fara1.5-27B-FP8CMP 170HX 64GB · vllm 0.32.0rc1.dev249+g18305948a · FP86 contexts × 8 concurrency levels
    Peak decode
    680.3 tok/s
    Peak prefill
    2,125 tok/s
  • internlm_internlm3-8b-instruct-autoround-int8-gs128-symRTX 3090 24GB · vllm 0.32.0 · AutoRound INT8 W8A16 gs1283 contexts × 8 concurrency levels
    Peak decode
    1,127.1 tok/s
    Peak prefill
    4,961 tok/s
  • granite-4.2-8b-nvfp4RTX 3090 24GB · vllm 0.32.0 · NVFP45 contexts × 8 concurrency levels
    Peak decode
    1,557.4 tok/s
    Peak prefill
    2,935 tok/s
  • Tess-4-9BRTX 3090 24GB · vllm 0.32.0 · BF163 contexts × 8 concurrency levels
    Peak decode
    258.4 tok/s
    Peak prefill
    6,919 tok/s