Leaderboard
NVIDIA DGX Spark 128GB ×3 (Blackwell)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| GLM-5.3-Flash exlr8 EXL3 experts on DGX Spark TP1-4 #1 | n/a | 128 tok/s | — | — | 2687 tok/s | — | reported | 0 |
NVIDIA DGX Spark 128GB ×2 (Blackwell)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| Qwen3.8-Flash-Next Uncensored NVFP4 2x DGX Spark SGLang TP2 ROCE #1 | 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 |
NVIDIA RTX 3090 24GB ×4 (Ampere)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| Qwen3.8-Flash-Next W4A16-Merlin on 4x RTX 3090 — TP2xPP2+EP, MTP3, FP8 KV, 925K pool (halt95) #1 | 40 | 174.3 tok/s | — | 533.7 tok/s | 5484 tok/s | 960 ms | reported | 0 |
| Qwen3.8-27B AWQ-INT4 + DSpark on RTX 3090s — SGLang TP1/TP2/TP4 | 34 | 136.8 tok/s | 103.8 tok/s | 60.5 tok/s | 1615.8 tok/s | 98880 ms | reported | 0 |
Machine-readable: /api/v1/leaderboard.json (these boards) · /api/v1/scores.json (per-recipe medians).