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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.

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Matching runs 699

Submitted by @keennay. Newest first. Page 2 of 28.
  • Qwen3.5-35B-A3B-BaseRTX PRO 6000 Blackwell Server Edition 96GB ×2 · vllm 0.30.1rc1.dev452+g73a583112 · BF166 contexts × 8 concurrency levels
    Peak decode
    3,367.7 tok/s
    Peak prefill
    31.9K tok/s
  • Qwen3.5-35B-A3B-BaseRTX PRO 6000 Blackwell Server Edition 96GB ×2 · vllm 0.30.1rc1.dev452+g73a583112 · BF166 contexts × 8 concurrency levels
    Peak decode
    4,240.3 tok/s
    Peak prefill
    32K tok/s
  • Qwen3.5-27BRTX PRO 6000 Blackwell Server Edition 96GB ×2 · vllm 0.30.1rc1.dev452+g73a583112 · BF166 contexts × 8 concurrency levels
    Peak decode
    2,208.6 tok/s
    Peak prefill
    8,403 tok/s
  • Qwen3.5-27BRTX PRO 6000 Blackwell Server Edition 96GB ×2 · vllm 0.30.1rc1.dev452+g73a583112 · BF166 contexts × 8 concurrency levels
    Peak decode
    2,451.6 tok/s
    Peak prefill
    8,620 tok/s
  • Kimi-K2.6-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×8 · vllm 0.1.dev1+g9fedd24fa · NVFP46 contexts × 8 concurrency levels
    Peak decode
    362.0 tok/s
    Peak prefill
    6,216 tok/s
  • Qwen3.8-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,150.0 tok/s
    Peak prefill
    9,767 tok/s
  • Qwen3.8-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,449.2 tok/s
    Peak prefill
    9,925 tok/s
  • Qwen3.6-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,424.6 tok/s
    Peak prefill
    9,831 tok/s
  • Qwen3.6-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,449.5 tok/s
    Peak prefill
    9,942 tok/s
  • Qwen3.5-27B-GPTQ-Int4RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · INT46 contexts × 8 concurrency levels
    Peak decode
    1,297.9 tok/s
    Peak prefill
    6,145 tok/s
  • Qwen3.5-27B-GPTQ-Int4RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · INT46 contexts × 8 concurrency levels
    Peak decode
    1,447.2 tok/s
    Peak prefill
    6,241 tok/s
  • Qwen3.5-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,426.1 tok/s
    Peak prefill
    9,849 tok/s
  • Kimi-K2.7-Code-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×8 · sglang 0.5.6.post3.dev11412+g964c45cf3 · NVFP45 contexts × 8 concurrency levels
    Peak decode
    489.0 tok/s
    Peak prefill
    2,989 tok/s
  • Kimi-K2.6-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×8 · sglang 0.5.6.post3.dev11412+g964c45cf3 · NVFP45 contexts × 8 concurrency levels
    Peak decode
    487.4 tok/s
    Peak prefill
    2,929 tok/s
  • Kimi-K2.7-CodeRTX PRO 6000 Blackwell Server Edition 96GB ×8 · sglang 0.5.6.post3.dev11412+g964c45cf3 · INT45 contexts × 8 concurrency levels
    Peak decode
    374.8 tok/s
    Peak prefill
    4,444 tok/s
  • Kimi-K2.6RTX PRO 6000 Blackwell Server Edition 96GB ×8 · sglang 0.5.6.post3.dev11412+g964c45cf3 · INT45 contexts × 8 concurrency levels
    Peak decode
    376.1 tok/s
    Peak prefill
    4,514 tok/s
  • Qwen3.5-397B-A17B-NVFP4-V2RTX PRO 6000 Blackwell Server Edition 96GB ×4 · vllm 0.1.dev1+g9fedd24fa · NVFP4+FP86 contexts × 8 concurrency levels
    Peak decode
    2,271.5 tok/s
    Peak prefill
    11.8K tok/s
  • Qwen3.5-397B-A17B-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×4 · vllm 0.1.dev1+g9fedd24fa · NVFP46 contexts × 8 concurrency levels
    Peak decode
    2,214.5 tok/s
    Peak prefill
    11.1K tok/s
  • Qwen3.5-397B-A17B-GPTQ-Int4RTX PRO 6000 Blackwell Server Edition 96GB ×4 · vllm 0.30.1rc1.dev452+g73a583112 · INT46 contexts × 8 concurrency levels
    Peak decode
    1,259.4 tok/s
    Peak prefill
    5,452 tok/s
  • Qwen3.5-397B-A17B-GPTQ-Int4RTX PRO 6000 Blackwell Server Edition 96GB ×4 · vllm 0.30.1rc1.dev452+g73a583112 · INT46 contexts × 8 concurrency levels
    Peak decode
    939.0 tok/s
    Peak prefill
    5,517 tok/s
  • Qwen3.5-397B-A17B-FP8RTX PRO 6000 Blackwell Server Edition 96GB ×8 · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    2,942.3 tok/s
    Peak prefill
    10.3K tok/s
  • Qwen3.5-397B-A17B-FP8RTX PRO 6000 Blackwell Server Edition 96GB ×8 · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    2,496.9 tok/s
    Peak prefill
    10.4K tok/s
  • Qwen3.5-27B-FP8RTX PRO 6000 Blackwell Server Edition 96GB · vllm 0.30.1rc1.dev452+g73a583112 · FP86 contexts × 8 concurrency levels
    Peak decode
    1,446.9 tok/s
    Peak prefill
    9,958 tok/s
  • Kimi-K2.7-Code-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×8 · vllm 0.1.dev1+g9fedd24fa · NVFP46 contexts × 8 concurrency levels
    Peak decode
    364.0 tok/s
    Peak prefill
    6,206 tok/s
  • Kimi-K2.7-CodeRTX PRO 6000 Blackwell Server Edition 96GB ×8 · vllm 0.30.1rc1.dev452+g73a583112 · INT45 contexts × 8 concurrency levels
    Peak decode
    283.8 tok/s
    Peak prefill
    5,663 tok/s