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NVIDIA GB10 (DGX Spark)

NVIDIA128 GB VRAM
102Benchmarks
20Modelle
97Performance
5Harness
15 WIdle-Leistung
140 WMax-Leistung
Beste Generation
903,3 tok/s
gemma-4-E2B-it
∅ Generation
146,9 tok/s
Schnitt aus 97 Läufen
Bester Prefill
7.470 tok/s
Prompt-Verarbeitung
Bester TTFT
105 ms
Time to First Token
Beste Harness-Quote
71%
5 Harness-Läufe
🏆
gemma-4-E2B-it läuft am schnellsten auf dieser GPU · 903,3 tok/s
Bester Prefill: 7.470 tok/s · 20 Modelle getestet

Top-Modelle

Bester gemessener Durchsatz je Modell auf NVIDIA GB10 (DGX Spark) – umschaltbar nach Generation, Prefill oder Kombiwert.

gemma-4-E2B-it5B
903,3 tok/s
Qwen3.8-Flash-Next180B
492,8 tok/s
gemma-4-E4B-it8B
488,2 tok/s
Nemotron-3-Nano-4B4B
367,8 tok/s
Ling-3.0-flash127.5B
253,7 tok/s
gpt-oss-20b20B
202,1 tok/s
Qwen3-Coder-30B-A3B-Instruct30B
182,9 tok/s
MiniMax-M2.7230B
174,2 tok/s
Qwen3-30B-A3B-Instruct-250730B
169,9 tok/s
Qwen3.6-35B-A3B35B
167,1 tok/s
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Performanceprofil

Durchsatz auf NVIDIA GB10 (DGX Spark)

Jede Blase steht für ein Modell, eine Engine bzw. eine CPU – Position: Prompt-Verarbeitung (X) × Ausgabe (Y), Blasengröße: Anzahl Messläufe.

MODnach Modell

1.1658735822910,002.5825.1647.746Prefill (tok/s)Generation (tok/s)gemma-4-E2B-it - 903,3 tok/s Generation, 6.421 tok/s Prefill, TTFT 7.548 ms (4 Laufe)gemma-4-E2B-itQwen3.8-Flash-Next - 492,8 tok/s Generation, 1.370 tok/s Prefill, TTFT 43.128 ms (9 Laufe)Qwen3.8-Flash-Nextgemma-4-E4B-it - 488,2 tok/s Generation, 3.420 tok/s Prefill, TTFT 10.757 ms (8 Laufe)gemma-4-E4B-itNemotron-3-Nano-4B - 367,8 tok/s Generation, 2.933 tok/s Prefill, TTFT 13.303 ms (6 Laufe)Nemotron-3-Nano-4BLing-3.0-flash - 253,7 tok/s Generation, 1.332 tok/s Prefill, TTFT 32.084 ms (10 Laufe)Ling-3.0-flashgpt-oss-20b - 202,1 tok/s Generation, 4.104 tok/s Prefill, TTFT 2.448 ms (3 Laufe)gpt-oss-20bQwen3-Coder-30B-A3B-Instruct - 182,9 tok/s Generation, 4.998 tok/s Prefill, TTFT 2.913 ms (3 Laufe)Qwen3-Coder-30B-A3B-I...MiniMax-M2.7 - 174,2 tok/s Generation, 5.837 tok/s Prefill, TTFT 11.781 ms (8 Laufe)MiniMax-M2.7Qwen3-30B-A3B-Instruct-2507 - 169,9 tok/s Generation, 5.183 tok/s Prefill, TTFT 2.923 ms (3 Laufe)Qwen3-30B-A3B-Instruc...Qwen3.6-35B-A3B - 167,1 tok/s Generation, 4.337 tok/s Prefill, TTFT 1.844 ms (7 Laufe)Qwen3.6-35B-A3BNemotron-Cascade-2-30B-A3B - 148,8 tok/s Generation, 2.840 tok/s Prefill, TTFT 3.808 ms (6 Laufe)Nemotron-Cascade-2-30...MiniMax-M2.5 - 105,6 tok/s Generation, 6.256 tok/s Prefill, TTFT 3.970 ms (4 Laufe)MiniMax-M2.5Codestral-22B-v0.1 - 80,0 tok/s Generation, 1.200 tok/s Prefill, TTFT 150 ms (1 Lauf)Codestral-22B-v0.1NVIDIA-Nemotron-3.5-Super-VL-120B-A12B - 79,8 tok/s Generation, 3.394 tok/s Prefill, TTFT 4.719 ms (2 Laufe)NVIDIA-Nemotron-3.5-S...Nemotron-3-Nano-30B-A3B - 58,3 tok/s Generation, 5.466 tok/s Prefill, TTFT 395 ms (1 Lauf)Nemotron-3-Nano-30B-A...glm-4.7-flash - 48,9 tok/s Generation, 4.055 tok/s Prefill, TTFT 536 ms (1 Lauf)glm-4.7-flash
gemma-4-E2B-it 903,3 tok/sQwen3.8-Flash-Next 492,8 tok/sgemma-4-E4B-it 488,2 tok/sNemotron-3-Nano-4B 367,8 tok/sLing-3.0-flash 253,7 tok/sgpt-oss-20b 202,1 tok/sQwen3-Coder-30B-A3B-Instruct 182,9 tok/sMiniMax-M2.7 174,2 tok/sQwen3-30B-A3B-Instruct-2507 169,9 tok/sQwen3.6-35B-A3B 167,1 tok/sNemotron-Cascade-2-30B-A3B 148,8 tok/sMiniMax-M2.5 105,6 tok/sCodestral-22B-v0.1 80,0 tok/sNVIDIA-Nemotron-3.5-Super-VL-120B-A12B 79,8 tok/sNemotron-3-Nano-30B-A3B 58,3 tok/sglm-4.7-flash 48,9 tok/s

ENGnach Engine

1.1398555702850,002.0614.1216.182Prefill (tok/s)Generation (tok/s)llama.cpp - 903,3 tok/s Generation, 3.198 tok/s Prefill, TTFT 12.682 ms (48 Laufe)llama.cppstrata - 492,8 tok/s Generation, 912 tok/s Prefill, TTFT 69.143 ms (5 Laufe)stratavLLM - 174,2 tok/s Generation, 5.118 tok/s Prefill, TTFT 5.734 ms (23 Laufe)vLLM
llama.cpp 903,3 tok/sstrata 492,8 tok/svLLM 174,2 tok/s

CPUnach Prozessor

1.1588695792900,05371.7993.0624.324Prefill (tok/s)Generation (tok/s)NVIDIA Grace - 903,3 tok/s Generation, 3.661 tok/s Prefill, TTFT 14.482 ms (75 Laufe)NVIDIA GraceAMD Ryzen 9 9950X 16-Core Processor - 80,0 tok/s Generation, 1.200 tok/s Prefill, TTFT 150 ms (1 Lauf)AMD Ryzen 9 9950X 16-...
NVIDIA Grace 903,3 tok/sAMD Ryzen 9 9950X 16-Core Processor 80,0 tok/s
Durchsatz & Latenz

Performancebenchmark

76 veroeffentlichte Performance-Läufe auf NVIDIA GB10 (DGX Spark).

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#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
903,30 tok/s TG
Prefill 6.960 · TTFT 11.382 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
2gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
860,88 tok/s TG
Prefill 6.641 · TTFT 11.413 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
3Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
492,83 tok/s TG
Prefill 1.231 · TTFT 103.873 ms
10×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMstratagodclawIQ3_XXSDetails →
4gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
488,18 tok/s TG
Prefill 4.229 · TTFT 20.915 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
5gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
484,77 tok/s TG
Prefill 4.124 · TTFT 21.088 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
6gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
478,55 tok/s TG
Prefill 6.243 · TTFT 3.601 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
7gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
461,54 tok/s TG
Prefill 5.838 · TTFT 3.795 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
8gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
455,06 tok/s TG
Prefill 3.954 · TTFT 21.269 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
9Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
420,20 tok/s TG
Prefill 656 · TTFT 131.641 ms
10×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMstratagodclawUD-IQ4_XSDetails →
10Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
367,75 tok/s TG
Prefill 3.397 · TTFT 29.121 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
11Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
354,29 tok/s TG
Prefill 3.544 · TTFT 30.045 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
12Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
253,67 tok/s TG
Prefill 1.397 · TTFT 48.511 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
13gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
251,39 tok/s TG
Prefill 3.708 · TTFT 6.599 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
14Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
250,66 tok/s TG
Prefill 1.396 · TTFT 48.986 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
15Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
247,76 tok/s TG
Prefill 1.399 · TTFT 49.349 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
16gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,68 tok/s TG
Prefill 3.165 · TTFT 7.126 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
17Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,45 tok/s TG
Prefill 1.171 · TTFT 47.068 ms
5×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMstratagodclawIQ3_XXSDetails →
18gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,62 tok/s TG
Prefill 3.740 · TTFT 6.690 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
19Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
211,19 tok/s TG
Prefill 592 · TTFT 60.940 ms
5×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMstratagodclawUD-IQ4_XSDetails →
20Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
210,25 tok/s TG
Prefill 3.483 · TTFT 8.798 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
21Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
202,30 tok/s TG
Prefill 3.149 · TTFT 9.380 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
22gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
202,12 tok/s TG
Prefill 4.412 · TTFT 4.498 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliMXFP4Details →
23Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
182,87 tok/s TG
Prefill 7.295 · TTFT 5.014 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
24MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
174,20 tok/s TG
Prefill 5.042 · TTFT 47.620 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
25Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
169,89 tok/s TG
Prefill 7.470 · TTFT 5.007 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
26Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
167,11 tok/s TG
Prefill 2.814 · TTFT 6.937 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
27gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
148,88 tok/s TG
Prefill 4.312 · TTFT 2.296 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliMXFP4Details →
28Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
148,79 tok/s TG
Prefill 3.362 · TTFT 6.588 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
29Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
146,91 tok/s TG
Prefill 4.736 · TTFT 2.900 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
30Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
142,76 tok/s TG
Prefill 1.244 · TTFT 17.133 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
31Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
140,35 tok/s TG
Prefill 1.237 · TTFT 17.315 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
32Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
139,82 tok/s TG
Prefill 1.244 · TTFT 17.279 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
33Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
139,24 tok/s TG
Prefill 5.091 · TTFT 2.946 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
34Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
135,61 tok/s TG
Prefill 2.590 · TTFT 3.731 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
35Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
123,54 tok/s TG
Prefill 2.897 · TTFT 3.743 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
36Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
122,39 tok/s TG
Prefill 3.269 · TTFT 6.004 ms
10×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
37Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
108,98 tok/s TG
Prefill 1.446 · TTFT 66.475 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
38MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
108,63 tok/s TG
Prefill 4.568 · TTFT 13.673 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
39MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
106,12 tok/s TG
Prefill 5.634 · TTFT 12.854 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
40MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
105,57 tok/s TG
Prefill 6.997 · TTFT 5.319 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
41MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
103,49 tok/s TG
Prefill 7.016 · TTFT 5.294 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
42MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
103,25 tok/s TG
Prefill 6.620 · TTFT 5.066 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
43Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
101,36 tok/s TG
Prefill 3.237 · TTFT 6.850 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ8_0Details →
44Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
101,18 tok/s TG
Prefill 6.144 · TTFT 314 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
45Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
100,59 tok/s TG
Prefill 6.798 · TTFT 285 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
46Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
92,96 tok/s TG
Prefill 4.802 · TTFT 404 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
47Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
90,05 tok/s TG
Prefill 1.600 · TTFT 43.239 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
48Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
88,87 tok/s TG
Prefill 1.120 · TTFT 20.453 ms
10×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMllama.cppgodclawIQ3_XXSDetails →
49Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
86,23 tok/s TG
Prefill 2.963 · TTFT 824 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
50Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
84,61 tok/s TG
Prefill 2.849 · TTFT 3.806 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ8_0Details →
51Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
84,18 tok/s TG
Prefill 2.987 · TTFT 816 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
52Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
82,45 tok/s TG
Prefill 2.547 · TTFT 3.826 ms
5×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
53gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
82,16 tok/s TG
Prefill 3.589 · TTFT 550 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliMXFP4Details →
54Codestral-22B-v0.122BMistral AI Performancebenchmark
80,00 tok/s TG
Prefill 1.200 · TTFT 150 ms
8×NVIDIA GB10 (DGX Spark)AMD Ryzen 9 9950X 16-Core Processor · 128 GB RAMvLLMvllmDetails →
55NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
79,84 tok/s TG
Prefill 3.760 · TTFT 5.878 ms
10×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
56MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
77,74 tok/s TG
Prefill 5.460 · TTFT 2.641 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
57Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
76,95 tok/s TG
Prefill 2.356 · TTFT 929 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
58Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
76,87 tok/s TG
Prefill 2.223 · TTFT 1.006 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
59Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
74,19 tok/s TG
Prefill 4.923 · TTFT 393 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
60MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
73,44 tok/s TG
Prefill 5.550 · TTFT 2.628 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
61Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
72,70 tok/s TG
Prefill 1.798 · TTFT 1.470 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
62Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
68,40 tok/s TG
Prefill 2.292 · TTFT 842 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
63MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
66,75 tok/s TG
Prefill 6.946 · TTFT 4.901 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
64Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
66,02 tok/s TG
Prefill 838 · TTFT 12.155 ms
5×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMllama.cppgodclawIQ3_XXSDetails →
65MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
64,45 tok/s TG
Prefill 7.167 · TTFT 4.743 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
66gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
63,50 tok/s TG
Prefill 2.576 · TTFT 769 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
67Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
62,04 tok/s TG
Prefill 2.341 · TTFT 935 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ8_0Details →
68gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
60,50 tok/s TG
Prefill 1.862 · TTFT 1.599 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
69Nemotron-3-Nano-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
58,25 tok/s TG
Prefill 5.466 · TTFT 395 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
70NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
54,14 tok/s TG
Prefill 3.027 · TTFT 3.561 ms
5×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4Details →
71MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
52,46 tok/s TG
Prefill 5.268 · TTFT 2.720 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
72MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
51,61 tok/s TG
Prefill 5.448 · TTFT 2.676 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
73Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,88 tok/s TG
Prefill 909 · TTFT 2.194 ms
1×NVIDIA GB10 (DGX Spark) iNVIDIA Grace · 120 GB RAMstratagodclawIQ3_XXSDetails →
74Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,10 tok/s TG
Prefill 1.157 · TTFT 10.523 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
75glm-4.7-flashZ.ai (Zhipu) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
48,92 tok/s TG
Prefill 4.055 · TTFT 536 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
76Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
48,48 tok/s TG
Prefill 1.201 · TTFT 2.031 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclawQ4_K_MDetails →
Agent- & Chat-Bewertung

Harnessbenchmark

4 veroeffentlichte Harness-Läufe auf NVIDIA GB10 (DGX Spark).

Im Leaderboard →
Messwert:
#Modell / HerstellerMesswerteGPU / CPU / RAMRuntime
1MiniMax-M2.5230BMiniMax HarnessbenchmarkTool Usage V 1.0
1.245 Pkt
70,7% · 15/15 Aufg. · 301,0 s
NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMopenclaw_cliDetails →
2MiniMax-M2.7230BMiniMax HarnessbenchmarkTool-Parcours Dossier 40 V1.0
3.641 Pkt
61,1% · 40/40 Aufg. · 8.209,0 s
NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
3MiniMax-M2.5230BMiniMax HarnessbenchmarkTool Usage Standard 1.0
1.762 Pkt
59,1% · 16/16 Aufg. · 526,0 s
NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMopenclaw_cliDetails →
4MiniMax-M2.5230BMiniMax HarnessbenchmarkTextgenerierung V 1.0
790 Pkt
52,0% · 15/15 Aufg. · 261,0 s
NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMopenclaw_cliDetails →

← Alle Hardware

Technische Daten

Technische Daten – NVIDIA GB10 (DGX Spark)

HerstellerNVIDIA
ArchitekturGrace Blackwell
VRAM128 GB
Speicherbandbreite273 GB/s
TDP140 W
Release05/2025
Beste Generation903,3 tok/s
Bester Prefill7.470 tok/s
Modelle20
Messläufe (Performance)97