Leaderboard
NVIDIA DGX Spark 128GB ×2 (Blackwell)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| GLM-5.3-Flash NVFP4 on 2x DGX Spark - Atlas RC4.2 TP2, DFlash2, 1M #1 | 42 | 91.7 tok/s | 70.9 tok/s | — | — | — | reported | 0 |
| Qwen3.8-Flash-Next Uncensored NVFP4 2x DGX Spark SGLang TP2 ROCE | 40 | 40.3 tok/s | 117.3 tok/s | 120.5 tok/s | 2976.7 tok/s | — | reported | 0 |
| GLM-5.3-Flash exlr8 EXL3 experts on DGX Spark TP1-4 | n/a | 128 tok/s | — | — | 4393 tok/s | — | reported | 0 |
| Motif-3 NVFP4 314B 2x DGX Spark TP2 vLLM Fork FP8 Dense MTP | n/a | 19 tok/s | — | — | — | 300 ms | reported | 0 |
NVIDIA RTX PRO 6000 Blackwell 96GB ×2
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| DeepSeek-V4.1-Flash-1017 EXL3 3bpw 2x RTX PRO 6000 Engram on SSD #1 | 45 | 167.3 tok/s | 307.3 tok/s | — | 7360 tok/s | — | reported | 0 |
| GLM-5.3-Flash QAD (CSF) on 2x RTX PRO 6000 Blackwell — TP2/DCP2 MTP3 | 42 | 207 tok/s | 488 tok/s | 672 tok/s | — | — | reported | 0 |
| DeepSeek V4 Flash Vision on 2x RTX PRO 6000 Blackwell \x{2014} TP2 DSpark K3 | 35 | 169.2 tok/s | 394.7 tok/s | — | 8993 tok/s | — | reported | 0 |
| DeepSeek V4 Flash-0731 on 2x RTX PRO 6000 Blackwell \x{2014} TP2 DSpark K5 | 34 | 214.9 tok/s | — | 611.9 tok/s | 11167 tok/s | — | reported | 0 |
NVIDIA CMP 170HX 64GB ×6 (Ampere)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| DeepSeek-V4.1-Flash SM80 DeepInfer kernel port 6x CMP 170HX DSpark K5 #1 | 39 | 160.8 tok/s | 170.5 tok/s | — | 4506.8 tok/s | 10700 ms | reported | 0 |
Machine-readable: /api/v1/leaderboard.json (these boards) · /api/v1/scores.json (per-recipe medians).