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LLM Leaderboard

Reale Messergebnisse aller getesteten Sprachmodelle auf echter, benannter Hardware – bewertet nach roher Geschwindigkeit (Performance in Token pro Sekunde, Prefill und Zeit bis zum ersten Token) und nach praktischer Aufgaben-Qualität in vollständigen Agenten- und Chat-Abläufen (Harness). Wähle unten einen Benchmark-Typ oder filtere nach Modell, Hersteller und Hardware, um genau zu sehen, was jeweils geprüft wird und wie die Ergebnisse zustande kommen.

⚡ Performance (tok/s)🤖 Harness-Qualität👥 Concurrency🖥️ echte Hardware
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Messwert:
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#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2.491,20 tok/s TG
Prefill 15.814 · TTFT 4.382 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
2gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2.414,37 tok/s TG
Prefill 20.277 · TTFT 4.107 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
3Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2.182,67 tok/s TG
Prefill 10.599 · TTFT 5.598 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
4gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2.143,55 tok/s TG
Prefill 13.632 · TTFT 4.819 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
5gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.995,37 tok/s TG
Prefill 16.158 · TTFT 5.309 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
6gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.993,51 tok/s TG
Prefill 16.318 · TTFT 5.323 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
7Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.937,67 tok/s TG
Prefill 9.452 · TTFT 6.288 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
8Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.911,59 tok/s TG
Prefill 10.116 · TTFT 6.245 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
9Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.896,98 tok/s TG
Prefill 10.984 · TTFT 6.227 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
10gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.890,69 tok/s TG
Prefill 14.771 · TTFT 5.489 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
11Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.878,73 tok/s TG
Prefill 7.717 · TTFT 6.690 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
12gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.835,73 tok/s TG
Prefill 15.972 · TTFT 5.760 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
13Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.830,31 tok/s TG
Prefill 9.399 · TTFT 6.598 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
14gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.819,53 tok/s TG
Prefill 19.732 · TTFT 5.578 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
15gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.801,97 tok/s TG
Prefill 18.226 · TTFT 5.605 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
16Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.799,41 tok/s TG
Prefill 9.192 · TTFT 8.876 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
17Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.791,48 tok/s TG
Prefill 7.972 · TTFT 6.996 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
18Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.773,53 tok/s TG
Prefill 8.720 · TTFT 6.861 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
19Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.768,14 tok/s TG
Prefill 8.360 · TTFT 6.952 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
20Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.764,99 tok/s TG
Prefill 8.542 · TTFT 7.776 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
21gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.758,55 tok/s TG
Prefill 13.889 · TTFT 5.964 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
22Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.757,37 tok/s TG
Prefill 9.025 · TTFT 7.343 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
23Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.753,82 tok/s TG
Prefill 9.267 · TTFT 7.329 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
24gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.743,96 tok/s TG
Prefill 13.641 · TTFT 5.790 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
25gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.743,14 tok/s TG
Prefill 12.148 · TTFT 5.881 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
26gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.742,13 tok/s TG
Prefill 12.852 · TTFT 6.156 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
27Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.740,43 tok/s TG
Prefill 9.653 · TTFT 7.258 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
28Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.740,12 tok/s TG
Prefill 8.571 · TTFT 7.786 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
29Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.738,38 tok/s TG
Prefill 8.872 · TTFT 7.722 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
30Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.722,05 tok/s TG
Prefill 7.387 · TTFT 7.500 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
31Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.719,17 tok/s TG
Prefill 8.044 · TTFT 7.376 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
32Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.716,59 tok/s TG
Prefill 12.604 · TTFT 6.861 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
33Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.706,69 tok/s TG
Prefill 7.511 · TTFT 7.506 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
34Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.689,95 tok/s TG
Prefill 14.458 · TTFT 6.609 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
35Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.683,83 tok/s TG
Prefill 10.169 · TTFT 7.361 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
36Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.673,59 tok/s TG
Prefill 9.186 · TTFT 7.567 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
37Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.671,02 tok/s TG
Prefill 11.920 · TTFT 7.068 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
38Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.670,49 tok/s TG
Prefill 10.926 · TTFT 7.140 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
39Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.658,09 tok/s TG
Prefill 13.451 · TTFT 6.808 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
40Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.655,92 tok/s TG
Prefill 10.520 · TTFT 7.269 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
41Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.655,21 tok/s TG
Prefill 10.591 · TTFT 7.004 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
42Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.654,57 tok/s TG
Prefill 10.472 · TTFT 7.000 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
43Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.653,28 tok/s TG
Prefill 10.581 · TTFT 7.259 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
44Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.650,98 tok/s TG
Prefill 11.364 · TTFT 6.872 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
45Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.650,72 tok/s TG
Prefill 11.398 · TTFT 6.887 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
46Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.649,85 tok/s TG
Prefill 10.323 · TTFT 7.066 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
47Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.639,00 tok/s TG
Prefill 13.790 · TTFT 6.893 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
48Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.629,91 tok/s TG
Prefill 11.384 · TTFT 7.322 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
49North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.621,00 tok/s TG
Prefill 8.046 · TTFT 7.551 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
50Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.620,45 tok/s TG
Prefill 10.729 · TTFT 7.428 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
51Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.620,41 tok/s TG
Prefill 12.519 · TTFT 7.197 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
52Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.615,26 tok/s TG
Prefill 13.041 · TTFT 7.166 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
53Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.611,02 tok/s TG
Prefill 12.725 · TTFT 7.223 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
54Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.609,12 tok/s TG
Prefill 10.883 · TTFT 7.452 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
55gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.608,46 tok/s TG
Prefill 31.452 · TTFT 1.633 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMvLLMgodclaw
56Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.608,39 tok/s TG
Prefill 11.312 · TTFT 7.410 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
57Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.607,66 tok/s TG
Prefill 10.675 · TTFT 7.505 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
58Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.607,48 tok/s TG
Prefill 7.448 · TTFT 7.492 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
59Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.606,11 tok/s TG
Prefill 12.690 · TTFT 7.203 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
60gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.606,09 tok/s TG
Prefill 12.150 · TTFT 6.323 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
61Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.593,10 tok/s TG
Prefill 16.376 · TTFT 6.849 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
62Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.589,11 tok/s TG
Prefill 6.805 · TTFT 8.073 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
63Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.560,53 tok/s TG
Prefill 10.558 · TTFT 6.806 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
64North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.557,27 tok/s TG
Prefill 6.839 · TTFT 8.511 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
65Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.556,71 tok/s TG
Prefill 6.275 · TTFT 8.228 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
66Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.554,46 tok/s TG
Prefill 7.954 · TTFT 8.418 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
67Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.554,37 tok/s TG
Prefill 10.928 · TTFT 6.920 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
68Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.545,29 tok/s TG
Prefill 19.346 · TTFT 6.758 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
69Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.542,64 tok/s TG
Prefill 7.398 · TTFT 8.118 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
70Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.540,50 tok/s TG
Prefill 7.349 · TTFT 8.077 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
71Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.540,46 tok/s TG
Prefill 4.499 · TTFT 10.048 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
72Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.534,12 tok/s TG
Prefill 7.243 · TTFT 8.145 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
73Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.533,70 tok/s TG
Prefill 6.831 · TTFT 8.783 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
74Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.532,95 tok/s TG
Prefill 17.861 · TTFT 6.225 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
75Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.532,89 tok/s TG
Prefill 7.482 · TTFT 8.633 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
76Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.531,89 tok/s TG
Prefill 17.119 · TTFT 6.936 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
77Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.521,37 tok/s TG
Prefill 12.779 · TTFT 7.364 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
78Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.520,35 tok/s TG
Prefill 7.808 · TTFT 7.689 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
79Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.518,42 tok/s TG
Prefill 15.383 · TTFT 7.173 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
80Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.515,72 tok/s TG
Prefill 20.491 · TTFT 6.859 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
81Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.512,43 tok/s TG
Prefill 14.637 · TTFT 7.246 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
82Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.511,01 tok/s TG
Prefill 11.948 · TTFT 7.503 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
83Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.507,51 tok/s TG
Prefill 16.412 · TTFT 7.065 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
84Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.505,61 tok/s TG
Prefill 8.190 · TTFT 7.531 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
85Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.505,03 tok/s TG
Prefill 19.292 · TTFT 6.959 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
86Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.498,91 tok/s TG
Prefill 15.825 · TTFT 7.173 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
87gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.492,78 tok/s TG
Prefill 11.476 · TTFT 7.075 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
88North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.492,41 tok/s TG
Prefill 10.415 · TTFT 7.570 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
89North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.490,67 tok/s TG
Prefill 10.879 · TTFT 7.498 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
90Qwen3.6-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.489,06 tok/s TG
Prefill 8.018 · TTFT 7.851 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
91North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.482,54 tok/s TG
Prefill 11.096 · TTFT 7.518 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
92Qwen-AgentWorld-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.481,23 tok/s TG
Prefill 8.109 · TTFT 7.868 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
93Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.479,91 tok/s TG
Prefill 8.811 · TTFT 7.965 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
94Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.479,41 tok/s TG
Prefill 6.414 · TTFT 8.654 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
95North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.477,72 tok/s TG
Prefill 7.220 · TTFT 8.321 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
96Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.466,18 tok/s TG
Prefill 8.044 · TTFT 8.213 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
97Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.465,26 tok/s TG
Prefill 8.251 · TTFT 8.474 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
98Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.458,58 tok/s TG
Prefill 7.808 · TTFT 8.611 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
99Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.455,41 tok/s TG
Prefill 11.267 · TTFT 7.904 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
100Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.447,27 tok/s TG
Prefill 8.138 · TTFT 7.915 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
101gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.443,88 tok/s TG
Prefill 35.348 · TTFT 560 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
102Qwen-AgentWorld-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.439,13 tok/s TG
Prefill 6.706 · TTFT 8.521 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
103Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.436,00 tok/s TG
Prefill 10.085 · TTFT 8.120 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
104Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.432,98 tok/s TG
Prefill 21.012 · TTFT 6.892 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
105gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.423,31 tok/s TG
Prefill 10.739 · TTFT 6.965 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
106gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.421,79 tok/s TG
Prefill 12.418 · TTFT 6.980 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
107Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.420,15 tok/s TG
Prefill 10.691 · TTFT 8.165 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
108Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.416,65 tok/s TG
Prefill 6.608 · TTFT 8.323 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
109Qwen3.6-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.409,41 tok/s TG
Prefill 6.434 · TTFT 8.582 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
110Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.400,99 tok/s TG
Prefill 6.038 · TTFT 8.703 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
111Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.398,38 tok/s TG
Prefill 8.247 · TTFT 8.094 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
112Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.389,23 tok/s TG
Prefill 7.940 · TTFT 8.056 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
113gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.386,79 tok/s TG
Prefill 19.981 · TTFT 1.205 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMvLLMcodex_cli
114Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.383,23 tok/s TG
Prefill 17.796 · TTFT 7.072 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
115Qwen3.6-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.367,32 tok/s TG
Prefill 9.899 · TTFT 8.047 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
116Qwen-AgentWorld-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.363,39 tok/s TG
Prefill 9.248 · TTFT 8.137 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
117Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.361,67 tok/s TG
Prefill 9.538 · TTFT 7.854 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
118Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.349,73 tok/s TG
Prefill 11.193 · TTFT 7.579 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
119gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.349,34 tok/s TG
Prefill 18.159 · TTFT 1.302 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
120Qwen-AgentWorld-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.348,63 tok/s TG
Prefill 6.479 · TTFT 8.949 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
121Qwen3.6-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.341,33 tok/s TG
Prefill 8.440 · TTFT 8.344 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
122Qwen-AgentWorld-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.338,40 tok/s TG
Prefill 8.627 · TTFT 8.328 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
123gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.335,85 tok/s TG
Prefill 6.805 · TTFT 8.787 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
124Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.309,27 tok/s TG
Prefill 10.749 · TTFT 7.401 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
125gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.301,91 tok/s TG
Prefill 13.076 · TTFT 1.540 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
126gpt-oss-20b20BAWQOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.295,30 tok/s TG
Prefill 25.462 · TTFT 808 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMvLLMcodex_cli
127gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.274,68 tok/s TG
Prefill 6.447 · TTFT 8.887 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
128Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.267,62 tok/s TG
Prefill 13.497 · TTFT 8.310 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
129Qwen3-Coder-NextQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.253,31 tok/s TG
Prefill 5.076 · TTFT 10.589 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
130Qwen3.5-35B-A3B35BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.243,85 tok/s TG
Prefill 5.117 · TTFT 9.159 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
131gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.238,26 tok/s TG
Prefill 21.843 · TTFT 905 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclaw
132Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.236,51 tok/s TG
Prefill 7.739 · TTFT 8.840 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
133gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.229,72 tok/s TG
Prefill 9.543 · TTFT 8.771 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
134gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.220,77 tok/s TG
Prefill 7.425 · TTFT 9.155 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
135gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.214,90 tok/s TG
Prefill 7.954 · TTFT 9.043 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
136Qwen3.6-35B-A3B35BUD-Q4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.212,13 tok/s TG
Prefill 6.225 · TTFT 8.915 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
137gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.210,29 tok/s TG
Prefill 9.745 · TTFT 8.399 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
138Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.196,98 tok/s TG
Prefill 6.074 · TTFT 10.280 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
139gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.195,72 tok/s TG
Prefill 13.905 · TTFT 1.561 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
140Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.188,73 tok/s TG
Prefill 9.032 · TTFT 2.065 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
141Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.164,80 tok/s TG
Prefill 6.428 · TTFT 2.540 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
142Qwen3-Coder-NextQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.147,50 tok/s TG
Prefill 5.750 · TTFT 10.762 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
143Qwen3-Coder-NextQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.141,98 tok/s TG
Prefill 6.489 · TTFT 10.511 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
144gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.136,34 tok/s TG
Prefill 14.249 · TTFT 1.691 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
145gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.135,00 tok/s TG
Prefill 15.100 · TTFT 1.661 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
146Qwen3-Coder-NextQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.133,50 tok/s TG
Prefill 5.539 · TTFT 11.093 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
147gpt-oss-120b120BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.122,29 tok/s TG
Prefill 5.433 · TTFT 10.439 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
148gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.113,52 tok/s TG
Prefill 13.157 · TTFT 1.764 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
149gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.113,51 tok/s TG
Prefill 6.554 · TTFT 10.391 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
150gemma-4-12B-it12BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.104,30 tok/s TG
Prefill 5.032 · TTFT 11.207 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
151Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.090,59 tok/s TG
Prefill 9.551 · TTFT 2.101 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
152Qwen3-Coder-NextQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.089,34 tok/s TG
Prefill 4.323 · TTFT 12.397 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
153gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.082,39 tok/s TG
Prefill 6.941 · TTFT 9.659 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
154Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.077,40 tok/s TG
Prefill 9.899 · TTFT 2.078 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
155Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.071,04 tok/s TG
Prefill 6.552 · TTFT 2.620 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
156Qwen3-Coder-30B-A3B-Instruct30BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.070,56 tok/s TG
Prefill 33.741 · TTFT 976 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
157Ministral-3-14B-Reasoning-251214BQ4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.060,04 tok/s TG
Prefill 10.434 · TTFT 9.706 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
158gemma-4-12B-it12BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.058,85 tok/s TG
Prefill 3.506 · TTFT 13.704 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
159Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.051,12 tok/s TG
Prefill 7.358 · TTFT 2.444 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
160gemma-4-12B-it12BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.041,78 tok/s TG
Prefill 6.137 · TTFT 11.038 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
161Qwen3.5-35B-A3B35BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.028,59 tok/s TG
Prefill 24.461 · TTFT 1.670 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
162Qwen3-VL-30B-A3B-Instruct30BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.028,53 tok/s TG
Prefill 36.884 · TTFT 916 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
163Ministral-3-14B-Reasoning-251214BQ4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.028,12 tok/s TG
Prefill 9.053 · TTFT 10.580 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
164gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.022,79 tok/s TG
Prefill 18.744 · TTFT 2.204 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMvLLMgodclaw
165Ministral-3-14B-Reasoning-251214BAWQMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.015,69 tok/s TG
Prefill 20.061 · TTFT 1.289 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
166gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.015,46 tok/s TG
Prefill 18.985 · TTFT 1.657 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
167Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.009,04 tok/s TG
Prefill 4.090 · TTFT 12.734 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
168Ministral-3-14B-Reasoning-251214BQ4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.008,92 tok/s TG
Prefill 9.626 · TTFT 9.750 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
169Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.007,80 tok/s TG
Prefill 7.787 · TTFT 2.444 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
170Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.007,26 tok/s TG
Prefill 7.851 · TTFT 2.444 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
171gemma-4-12B-it12BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.007,10 tok/s TG
Prefill 5.796 · TTFT 11.242 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
172Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.007,02 tok/s TG
Prefill 7.777 · TTFT 2.448 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
173Nemotron-3-Nano-4B4BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
992,11 tok/s TG
Prefill 5.920 · TTFT 12.083 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
174Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
992,08 tok/s TG
Prefill 6.249 · TTFT 2.785 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
175Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
990,65 tok/s TG
Prefill 6.523 · TTFT 2.724 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
176gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
989,68 tok/s TG
Prefill 11.727 · TTFT 2.098 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
177Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
986,08 tok/s TG
Prefill 6.401 · TTFT 2.783 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
178Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
986,05 tok/s TG
Prefill 5.179 · TTFT 13.058 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
179gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
983,68 tok/s TG
Prefill 7.362 · TTFT 10.840 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
180Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
981,72 tok/s TG
Prefill 5.166 · TTFT 13.134 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
181Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
979,74 tok/s TG
Prefill 5.175 · TTFT 13.143 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
182Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
975,10 tok/s TG
Prefill 7.343 · TTFT 2.879 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
183gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
973,54 tok/s TG
Prefill 23.599 · TTFT 460 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMvLLMgodclaw
184Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
972,04 tok/s TG
Prefill 7.593 · TTFT 2.866 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
185gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
971,35 tok/s TG
Prefill 9.983 · TTFT 2.015 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
186gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
970,40 tok/s TG
Prefill 12.085 · TTFT 1.943 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
187gemma-4-E2B-it5BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
969,62 tok/s TG
Prefill 12.437 · TTFT 1.852 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
188Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
967,89 tok/s TG
Prefill 8.250 · TTFT 2.709 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
189Qwen3-Coder-30B-A3B-Instruct30BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
966,21 tok/s TG
Prefill 33.768 · TTFT 1.793 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMvLLMcodex_cli
190Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
966,13 tok/s TG
Prefill 8.310 · TTFT 2.703 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
191Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
965,66 tok/s TG
Prefill 7.691 · TTFT 2.852 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
192Qwen3-30B-A3B-Instruct-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
961,53 tok/s TG
Prefill 32.305 · TTFT 1.633 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
193Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
959,86 tok/s TG
Prefill 7.429 · TTFT 2.902 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
194Mistral-Small-4-119B-2603119BUD-Q4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
959,57 tok/s TG
Prefill 8.078 · TTFT 11.971 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
195Qwen3.6-35B-A3B35BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
952,78 tok/s TG
Prefill 20.106 · TTFT 1.542 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
196gemma-4-12B-it12BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
947,51 tok/s TG
Prefill 4.705 · TTFT 12.271 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
197Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
946,70 tok/s TG
Prefill 11.668 · TTFT 2.231 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
198gpt-oss-20b20BQ4_K_MOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
946,46 tok/s TG
Prefill 16.276 · TTFT 1.736 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
199North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
939,51 tok/s TG
Prefill 4.611 · TTFT 12.995 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
200Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
938,21 tok/s TG
Prefill 13.797 · TTFT 2.113 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
201Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
935,41 tok/s TG
Prefill 8.108 · TTFT 2.626 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
202Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
931,70 tok/s TG
Prefill 11.679 · TTFT 2.264 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
203Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
931,29 tok/s TG
Prefill 9.607 · TTFT 2.326 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
204Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
930,89 tok/s TG
Prefill 9.176 · TTFT 2.377 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
205Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
930,61 tok/s TG
Prefill 5.307 · TTFT 13.161 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
206Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
930,30 tok/s TG
Prefill 8.704 · TTFT 2.532 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
207Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
929,05 tok/s TG
Prefill 10.212 · TTFT 2.281 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
208Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
928,51 tok/s TG
Prefill 10.134 · TTFT 2.295 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
209Qwen3-Coder-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
928,48 tok/s TG
Prefill 7.663 · TTFT 12.219 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
210Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
927,42 tok/s TG
Prefill 5.040 · TTFT 13.415 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
211Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
926,98 tok/s TG
Prefill 9.358 · TTFT 2.375 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
212Gemma-4-26B-A4B-it26BUD-Q4_K_XLGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
926,20 tok/s TG
Prefill 3.875 · TTFT 14.083 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
213Qwen3-30B-A3B-Thinking-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
926,17 tok/s TG
Prefill 9.914 · TTFT 2.386 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
214Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
925,43 tok/s TG
Prefill 9.975 · TTFT 2.309 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
215Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
920,16 tok/s TG
Prefill 3.818 · TTFT 13.771 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
216Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
920,12 tok/s TG
Prefill 11.397 · TTFT 2.315 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
217gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
914,25 tok/s TG
Prefill 12.655 · TTFT 1.885 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
218Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
913,39 tok/s TG
Prefill 8.119 · TTFT 11.247 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
219Ministral-3-14B-Reasoning-251214BQ4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
911,60 tok/s TG
Prefill 12.811 · TTFT 10.871 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
220Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
910,76 tok/s TG
Prefill 14.150 · TTFT 2.150 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
221Qwen3-Omni-30B-A3B-Thinking30BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
910,74 tok/s TG
Prefill 33.907 · TTFT 1.527 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
222Qwen3-Omni-30B-A3B-Thinking30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
909,92 tok/s TG
Prefill 9.716 · TTFT 2.416 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
223Qwen3-30B-A3B-Instruct-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
909,25 tok/s TG
Prefill 37.116 · TTFT 1.783 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMvLLMcodex_cli
224Ministral-3-14B-Reasoning-251214BQ4_K_MMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
908,52 tok/s TG
Prefill 10.893 · TTFT 11.178 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
225Qwen3-30B-A3B-Thinking-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
906,04 tok/s TG
Prefill 39.029 · TTFT 1.193 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
226Qwen3-30B-A3B-Instruct-250730BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
905,10 tok/s TG
Prefill 7.532 · TTFT 12.527 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
227Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
905,02 tok/s TG
Prefill 13.235 · TTFT 2.202 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
228Qwen3-VL-30B-A3B-Instruct30BQ4_K_MQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
903,53 tok/s TG
Prefill 7.168 · TTFT 12.726 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
229gemma-4-E2B-it5BQ4_K_MGoogle 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.cppgodclaw
230Qwen3-30B-A3B-Instruct-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
901,86 tok/s TG
Prefill 12.965 · TTFT 12.663 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
231Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
899,18 tok/s TG
Prefill 6.644 · TTFT 2.846 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
232Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
899,02 tok/s TG
Prefill 6.589 · TTFT 2.842 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
233Nemotron-Cascade-2-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
897,47 tok/s TG
Prefill 4.560 · TTFT 13.829 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
234Nemotron-3-Nano-30B-A3B30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
897,46 tok/s TG
Prefill 4.457 · TTFT 13.871 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
235Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
896,55 tok/s TG
Prefill 4.436 · TTFT 13.922 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
236Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BQ4_K_MNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
896,39 tok/s TG
Prefill 6.499 · TTFT 2.870 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
237gemma-4-E4B-it8BQ4_K_MGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
892,60 tok/s TG
Prefill 10.513 · TTFT 2.066 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
238Qwen3-30B-A3B-Thinking-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
883,71 tok/s TG
Prefill 12.981 · TTFT 12.917 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
239Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
883,39 tok/s TG
Prefill 5.377 · TTFT 12.467 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
240Ornith-1.0-35B35BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
882,70 tok/s TG
Prefill 6.523 · TTFT 2.651 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
241Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
877,73 tok/s TG
Prefill 9.525 · TTFT 2.629 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
242Meta-Llama-3.1-8B-Instruct8BQ4_K_MMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
876,87 tok/s TG
Prefill 11.325 · TTFT 2.242 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
243Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
876,74 tok/s TG
Prefill 9.643 · TTFT 2.610 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
244North-Mini-Code-1.0UD-Q4_K_MCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
876,14 tok/s TG
Prefill 7.415 · TTFT 2.530 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
245Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
875,59 tok/s TG
Prefill 11.578 · TTFT 2.412 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
246Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
874,29 tok/s TG
Prefill 9.000 · TTFT 2.704 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
247Qwen3-30B-A3B-Thinking-250730BAWQQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
873,72 tok/s TG
Prefill 33.023 · TTFT 1.835 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMvLLMcodex_cli
248Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
871,83 tok/s TG
Prefill 11.767 · TTFT 2.401 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
249Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
871,77 tok/s TG
Prefill 11.025 · TTFT 2.465 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
250Laguna-XS-2.1Q4_K_MPoolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
871,59 tok/s TG
Prefill 9.810 · TTFT 2.601 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw