Leaderboard
NVIDIA DGX Spark 128GB ×4 (Blackwell)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| GLM-5.3-Flash NVFP4 4x DGX Spark switchless ring TP4 DFlash2 #1 | 42 | 45.6 tok/s | 110.8 tok/s | — | 36074.9 tok/s | 1817 ms | reported | 0 |
| DeepSeek-V4.1-Flash on 4x DGX Spark — tuned TP4 SGLang/DSpark | 39 | 89.7 tok/s | 165.9 tok/s | 244.6 tok/s | 5664 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 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 5090 32GB ×2 (Blackwell)
| Recipe | AA intel | C1 decode | C4 decode | C8 decode | Prefill | TTFT | Evidence | Votes |
|---|---|---|---|---|---|---|---|---|
| GLM-5.3-Flash EXL3 2.05bpw on 2x RTX 5090 - TabbyAPI hot-expert swaps, 262K ctx, vision #1 | 42 | 62.9 tok/s | 98 tok/s | — | 2023 tok/s | 480 ms | reported | 0 |
Machine-readable: /api/v1/leaderboard.json (these boards) · /api/v1/scores.json (per-recipe medians).