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 740
Newest first. Page 25 of 30.- Ling-3.0-tinyH200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · BF165 contexts × 8 concurrency levels
- Peak decode
- 13K tok/s
- Peak prefill
- 69.5K tok/s
- Ling-3.0-tiny-int4H200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · INT45 contexts × 8 concurrency levels
- Peak decode
- 15K tok/s
- Peak prefill
- 60.9K tok/s
- Ling-3.0-tiny-baseH200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · BF166 contexts × 8 concurrency levels
- Peak decode
- 12.6K tok/s
- Peak prefill
- 62.3K tok/s
- Ling-3.0-tiny-base-midtrainH200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · BF166 contexts × 8 concurrency levels
- Peak decode
- 12.6K tok/s
- Peak prefill
- 67.7K tok/s
- Ling-3.0-flash-int4H200 NVL 141GB ×2 · vllm 0.27.2rc1.dev113+g5cecfc013 · INT46 contexts × 8 concurrency levels
- Peak decode
- 6,337.6 tok/s
- Peak prefill
- 28.3K tok/s
- Ling-3.0-flash-fp8H200 NVL 141GB ×2 · vllm 0.27.2rc1.dev113+g5cecfc013 · FP86 contexts × 8 concurrency levels
- Peak decode
- 5,243.0 tok/s
- Peak prefill
- 33.3K tok/s
- Ling-3.0-flash-fp4H200 NVL 141GB ×2 · vllm 0.27.2rc1.dev113+g5cecfc013 · MXFP4+FP86 contexts × 8 concurrency levels
- Peak decode
- 5,912.7 tok/s
- Peak prefill
- 28.2K tok/s
- Ling-2.6-flashH200 NVL 141GB ×2 · vllm 0.27.2rc1.dev113+g5cecfc013 · BF165 contexts × 8 concurrency levels
- Peak decode
- 4,663.2 tok/s
- Peak prefill
- 31.7K tok/s
- Ling-2.6-flash-int4H200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · INT45 contexts × 8 concurrency levels
- Peak decode
- 4,238.6 tok/s
- Peak prefill
- 16.4K tok/s
- Ling-2.6-flash-fp8H200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · FP85 contexts × 8 concurrency levels
- Peak decode
- 3,739.3 tok/s
- Peak prefill
- 22.7K tok/s
- Ling-2.6-flash-baseH200 NVL 141GB · vllm 0.27.2rc1.dev113+g5cecfc013 · FP86 contexts × 8 concurrency levels
- Peak decode
- 3,665.7 tok/s
- Peak prefill
- 22.4K tok/s
- Peak decode
- 2,135.2 tok/s
- Peak prefill
- 27.3K tok/s
- Peak decode
- 4,193.1 tok/s
- Peak prefill
- 49.7K tok/s
- Peak decode
- 672.0 tok/s
- Peak prefill
- 9,269 tok/s
- gemma-4-E4B-itH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF165 contexts × 8 concurrency levels
- Peak decode
- 7,759.3 tok/s
- Peak prefill
- 41.5K tok/s
- gemma-4-E2B-itH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF165 contexts × 8 concurrency levels
- Peak decode
- 13.2K tok/s
- Peak prefill
- 57K tok/s
- gemma-4-31B-itH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
- Peak decode
- 617.8 tok/s
- Peak prefill
- 7,857 tok/s
- gemma-4-26B-A4B-itH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
- Peak decode
- 4,153.3 tok/s
- Peak prefill
- 35.6K tok/s
- gemma-4-12B-itH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF166 contexts × 8 concurrency levels
- Peak decode
- 3,247.7 tok/s
- Peak prefill
- 19.4K tok/s
- Peak decode
- 6,830.5 tok/s
- Peak prefill
- 30.8K tok/s
- Peak decode
- 6,566.0 tok/s
- Peak prefill
- 31.3K tok/s
- command-a-plus-05-2026-w4a4H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · NVFP45 contexts × 8 concurrency levels
- Peak decode
- 2,814.9 tok/s
- Peak prefill
- 9,940 tok/s
- command-a-plus-05-2026-fp8H200 NVL 141GB ×2 · vllm 0.26.1rc1.dev638+g52be12cfa · FP85 contexts × 8 concurrency levels
- Peak decode
- 1,344.3 tok/s
- Peak prefill
- 19.6K tok/s
- Trinity-Nano-PreviewH200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · BF165 contexts × 8 concurrency levels
- Peak decode
- 6,792.3 tok/s
- Peak prefill
- 77.8K tok/s
- Trinity-Nano-Preview-W4A16H200 NVL 141GB · vllm 0.26.1rc1.dev638+g52be12cfa · INT45 contexts × 8 concurrency levels
- Peak decode
- 8,973.3 tok/s
- Peak prefill
- 67.4K tok/s