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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
1Ornith-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
2Ornith-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
3Ornith-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
4Ornith-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
5Ornith-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
6Ornith-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
7Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
824,94 tok/s TG
Prefill 9.828 · TTFT 2.187 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
8Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
805,86 tok/s TG
Prefill 7.558 · TTFT 2.503 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
9Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
786,22 tok/s TG
Prefill 4.926 · TTFT 14.292 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
10Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
723,83 tok/s TG
Prefill 9.782 · TTFT 2.438 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
11Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
720,85 tok/s TG
Prefill 9.346 · TTFT 2.458 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
12Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
665,27 tok/s TG
Prefill 6.912 · TTFT 2.829 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
13Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
487,60 tok/s TG
Prefill 5.077 · TTFT 20.649 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
14Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
476,21 tok/s TG
Prefill 5.858 · TTFT 20.719 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
15Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
474,97 tok/s TG
Prefill 3.481 · TTFT 22.488 ms
10×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
16Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,02 tok/s TG
Prefill 4.949 · TTFT 4.084 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
17Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
430,04 tok/s TG
Prefill 4.493 · TTFT 4.596 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
18Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
351,55 tok/s TG
Prefill 1.164 · TTFT 38.427 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cli
19Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
333,12 tok/s TG
Prefill 1.168 · TTFT 37.996 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cli
20Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
261,45 tok/s TG
Prefill 4.824 · TTFT 6.145 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
21Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
255,30 tok/s TG
Prefill 5.644 · TTFT 6.016 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
22Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
254,56 tok/s TG
Prefill 3.174 · TTFT 7.205 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
23Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
235,12 tok/s TG
Prefill 3.475 · TTFT 6.384 ms
10×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
24Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
220,86 tok/s TG
Prefill 4.538 · TTFT 425 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cli
25Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
217,11 tok/s TG
Prefill 6.786 · TTFT 284 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclaw
26Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
204,77 tok/s TG
Prefill 5.075 · TTFT 381 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
27Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
204,69 tok/s TG
Prefill 5.251 · TTFT 367 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
28Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,63 tok/s TG
Prefill 993 · TTFT 14.781 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cli
29Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,55 tok/s TG
Prefill 1.000 · TTFT 14.742 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cli
30Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
197,21 tok/s TG
Prefill 3.720 · TTFT 518 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclaw
31Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
133,84 tok/s TG
Prefill 3.838 · TTFT 503 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
32Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
132,34 tok/s TG
Prefill 2.522 · TTFT 3.929 ms
5×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
33Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
129,00 tok/s TG
Prefill 3.247 · TTFT 594 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
34Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
108,03 tok/s TG
Prefill 2.184 · TTFT 10.407 ms
10×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli
35Ornith-1.0-9B9BQ8_0DeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
97,31 tok/s TG
Prefill 2.232 · TTFT 10.125 ms
10×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli
36Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
80,74 tok/s TG
Prefill 1.579 · TTFT 6.372 ms
5×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli
37Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,93 tok/s TG
Prefill 1.889 · TTFT 1.021 ms
1×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
38Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
77,28 tok/s TG
Prefill 2.856 · TTFT 676 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
39Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
76,74 tok/s TG
Prefill 3.638 · TTFT 530 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
40Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
75,38 tok/s TG
Prefill 3.900 · TTFT 494 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
41Ornith-1.0-9B9BQ8_0DeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
73,89 tok/s TG
Prefill 1.619 · TTFT 6.216 ms
5×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli
42Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
70,84 tok/s TG
Prefill 920 · TTFT 2.098 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cli
43Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
64,46 tok/s TG
Prefill 592 · TTFT 16.869 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cli
44Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
42,36 tok/s TG
Prefill 986 · TTFT 1.973 ms
1×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli
45Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
37,65 tok/s TG
Prefill 776 · TTFT 29.085 ms
10×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cli
46Ornith-1.0-9B9BQ4_K_MDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,54 tok/s TG
Prefill 547 · TTFT 3.535 ms
1×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cli
47Ornith-1.0-9B9BQ8_0DeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
29,62 tok/s TG
Prefill 1.037 · TTFT 1.873 ms
1×2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAMllama.cppopenclaw_cli