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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
1Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
253,67 tok/s TG
Prefill 1.397 · TTFT 48.511 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
2Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
250,66 tok/s TG
Prefill 1.396 · TTFT 48.986 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
3Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
247,76 tok/s TG
Prefill 1.399 · TTFT 49.349 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
4Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
165,70 tok/s TG
Prefill 2.126 · TTFT 11.893 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
5Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
165,38 tok/s TG
Prefill 2.122 · TTFT 11.901 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
6Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
164,72 tok/s TG
Prefill 2.120 · TTFT 11.924 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
7Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
160,21 tok/s TG
Prefill 2.383 · TTFT 10.663 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
8Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
159,57 tok/s TG
Prefill 2.376 · TTFT 10.673 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli
9Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
142,76 tok/s TG
Prefill 1.244 · TTFT 17.133 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
10Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
141,11 tok/s TG
Prefill 1.831 · TTFT 16.128 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
11Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
140,35 tok/s TG
Prefill 1.237 · TTFT 17.315 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
12Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
139,82 tok/s TG
Prefill 1.244 · TTFT 17.279 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
13Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
131,42 tok/s TG
Prefill 2.111 · TTFT 5.856 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli
14Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
130,60 tok/s TG
Prefill 1.824 · TTFT 6.739 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
15Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
129,87 tok/s TG
Prefill 1.825 · TTFT 6.733 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
16Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
125,29 tok/s TG
Prefill 2.467 · TTFT 4.937 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
17Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
119,78 tok/s TG
Prefill 1.913 · TTFT 6.365 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
18Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
117,63 tok/s TG
Prefill 1.021 · TTFT 14.961 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
19Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
111,77 tok/s TG
Prefill 847 · TTFT 17.641 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
20Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
108,98 tok/s TG
Prefill 1.446 · TTFT 66.475 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli
21Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
98,79 tok/s TG
Prefill 1.311 · TTFT 9.807 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
22Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
90,05 tok/s TG
Prefill 1.600 · TTFT 43.239 ms
10×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli
23Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
89,35 tok/s TG
Prefill 1.608 · TTFT 8.030 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
24Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
80,19 tok/s TG
Prefill 541 · TTFT 11.882 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
25Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
80,05 tok/s TG
Prefill 1.249 · TTFT 10.941 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
26Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
79,63 tok/s TG
Prefill 526 · TTFT 12.228 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
27Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
79,61 tok/s TG
Prefill 521 · TTFT 12.366 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
28Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
79,54 tok/s TG
Prefill 526 · TTFT 12.223 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
29Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,72 tok/s TG
Prefill 575 · TTFT 11.195 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
30Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,19 tok/s TG
Prefill 1.532 · TTFT 9.080 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
31Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
67,80 tok/s TG
Prefill 563 · TTFT 11.301 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
32Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
51,03 tok/s TG
Prefill 716 · TTFT 7.799 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
33Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,77 tok/s TG
Prefill 1.410 · TTFT 1.728 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
34Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,67 tok/s TG
Prefill 1.420 · TTFT 1.714 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppopenclaw_cli
35Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,64 tok/s TG
Prefill 1.393 · TTFT 1.749 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
36Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,60 tok/s TG
Prefill 591 · TTFT 6.490 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
37Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,58 tok/s TG
Prefill 573 · TTFT 6.695 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
38Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,57 tok/s TG
Prefill 1.099 · TTFT 2.217 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
39Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,56 tok/s TG
Prefill 1.210 · TTFT 2.013 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
40Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,55 tok/s TG
Prefill 1.012 · TTFT 2.767 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
41Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,49 tok/s TG
Prefill 662 · TTFT 6.915 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
42Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,44 tok/s TG
Prefill 569 · TTFT 6.731 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
43Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,44 tok/s TG
Prefill 1.346 · TTFT 1.809 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
44Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,43 tok/s TG
Prefill 1.347 · TTFT 1.808 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
45Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,42 tok/s TG
Prefill 573 · TTFT 6.696 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
46Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,38 tok/s TG
Prefill 1.340 · TTFT 1.817 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclaw
47Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
49,10 tok/s TG
Prefill 1.157 · TTFT 10.523 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli
48Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
48,48 tok/s TG
Prefill 1.201 · TTFT 2.031 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
49Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
48,44 tok/s TG
Prefill 1.189 · TTFT 2.051 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
50Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
47,46 tok/s TG
Prefill 914 · TTFT 6.116 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
51Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
47,20 tok/s TG
Prefill 1.176 · TTFT 2.071 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppgodclaw
52Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
46,50 tok/s TG
Prefill 1.156 · TTFT 10.550 ms
5×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli
53Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
46,00 tok/s TG
Prefill 1.596 · TTFT 1.528 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli
54Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,87 tok/s TG
Prefill 1.620 · TTFT 1.505 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli
55Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,42 tok/s TG
Prefill 1.411 · TTFT 1.727 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
56Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,40 tok/s TG
Prefill 643 · TTFT 5.943 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
57Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,38 tok/s TG
Prefill 1.552 · TTFT 1.571 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
58Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,38 tok/s TG
Prefill 799 · TTFT 5.842 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
59Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,31 tok/s TG
Prefill 1.439 · TTFT 1.692 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
60Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,23 tok/s TG
Prefill 1.307 · TTFT 2.018 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
61Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
37,78 tok/s TG
Prefill 603 · TTFT 6.318 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
62Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
37,64 tok/s TG
Prefill 1.302 · TTFT 1.869 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
63Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
36,87 tok/s TG
Prefill 1.400 · TTFT 1.739 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclaw
64Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
33,12 tok/s TG
Prefill 1.171 · TTFT 2.084 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli
65Ling-3.0-flash127.5BQ4_K_MinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
28,27 tok/s TG
Prefill 1.151 · TTFT 2.118 ms
1×NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAMllama.cppopenclaw_cli