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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:
#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
600,88 tok/s TG
Prefill 2.709 · TTFT 21.268 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
2Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
423,38 tok/s TG
Prefill 2.668 · TTFT 27.534 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
3Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
423,31 tok/s TG
Prefill 2.911 · TTFT 27.041 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
4Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
423,26 tok/s TG
Prefill 2.897 · TTFT 27.048 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
5Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
422,61 tok/s TG
Prefill 2.701 · TTFT 27.527 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
6Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
348,02 tok/s TG
Prefill 2.385 · TTFT 7.651 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
7Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
238,46 tok/s TG
Prefill 2.760 · TTFT 8.787 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
8Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
238,33 tok/s TG
Prefill 2.465 · TTFT 9.171 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
9Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
237,98 tok/s TG
Prefill 2.469 · TTFT 9.177 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
10Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
236,07 tok/s TG
Prefill 2.719 · TTFT 8.878 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
11Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
129,00 tok/s TG
Prefill 1.909 · TTFT 1.129 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ4_K_M
12Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
87,17 tok/s TG
Prefill 1.587 · TTFT 1.411 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
13Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
87,06 tok/s TG
Prefill 1.359 · TTFT 1.804 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
14Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
86,77 tok/s TG
Prefill 1.759 · TTFT 1.226 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
15Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
86,68 tok/s TG
Prefill 1.767 · TTFT 1.224 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
16Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
80,54 tok/s TG
Prefill 1.417 · TTFT 3.615 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
17Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
69,35 tok/s TG
Prefill 1.423 · TTFT 1.799 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
18Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
34,26 tok/s TG
Prefill 1.009 · TTFT 2.135 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
19Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,55 tok/s TG
Prefill 853 · TTFT 600 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
20Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
32,59 tok/s TG
Prefill 122 · TTFT 237.566 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
21Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
29,79 tok/s TG
Prefill 109 · TTFT 133.175 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
22Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
29,17 tok/s TG
Prefill 851 · TTFT 2.528 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
23Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
27,86 tok/s TG
Prefill 805 · TTFT 2.387 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
24Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,15 tok/s TG
Prefill 74 · TTFT 191.503 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
25Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,04 tok/s TG
Prefill 74 · TTFT 191.933 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
26Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
22,99 tok/s TG
Prefill 74 · TTFT 191.470 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
27Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
22,28 tok/s TG
Prefill 85 · TTFT 331.062 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
28Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
22,26 tok/s TG
Prefill 85 · TTFT 330.872 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
29Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
21,82 tok/s TG
Prefill 85 · TTFT 331.365 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
30Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
20,17 tok/s TG
Prefill 211 · TTFT 47.089 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
31Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,86 tok/s TG
Prefill 117 · TTFT 322.251 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
32Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
16,81 tok/s TG
Prefill 67 · TTFT 215.255 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
33Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
16,07 tok/s TG
Prefill 104 · TTFT 170.078 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
34Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
15,60 tok/s TG
Prefill 71 · TTFT 293.317 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
35Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
14,79 tok/s TG
Prefill 187 · TTFT 10.300 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
36Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,19 tok/s TG
Prefill 96 · TTFT 191.977 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
37Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,14 tok/s TG
Prefill 93 · TTFT 194.178 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
38Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,12 tok/s TG
Prefill 98 · TTFT 21.966 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
39Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
11,39 tok/s TG
Prefill 1.495 · TTFT 1.449 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMvLLMgodclawNVFP4
40Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
9,96 tok/s TG
Prefill 61 · TTFT 35.263 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
41Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
9,93 tok/s TG
Prefill 61 · TTFT 35.078 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
42Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
9,93 tok/s TG
Prefill 58 · TTFT 37.175 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawQ4_K_M
43Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
8,36 tok/s TG
Prefill 90 · TTFT 96.800 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
44Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
7,90 tok/s TG
Prefill 88 · TTFT 98.810 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
45Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
6,87 tok/s TG
Prefill 61 · TTFT 35.354 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
46Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
6,67 tok/s TG
Prefill 99 · TTFT 21.860 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
47Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
5,54 tok/s TG
Prefill 62 · TTFT 139.871 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
48Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
5,41 tok/s TG
Prefill 62 · TTFT 140.359 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
49Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
5,07 tok/s TG
Prefill 78 · TTFT 27.484 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
50Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,91 tok/s TG
Prefill 82 · TTFT 26.277 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
51Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,66 tok/s TG
Prefill 62 · TTFT 34.936 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
52Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,48 tok/s TG
Prefill 42 · TTFT 207.107 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
53Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,42 tok/s TG
Prefill 41 · TTFT 212.358 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
54Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,25 tok/s TG
Prefill 37 · TTFT 57.803 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
55Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,16 tok/s TG
Prefill 42 · TTFT 207.388 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
56Nemotron-3-Super-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1,93 tok/s TG
Prefill 42 · TTFT 206.643 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0