inclusionAI
Ling-3.0-flash127.5B
Benchmarkprofil und veröffentlichte Ergebnisse.
MoE127.5B
Einordnung im Feld
Bestwerte im Vergleich
Beste Messwerte dieses Modells gegen Minimum, Durchschnitt und Maximum aller veröffentlichten Systeme.
Generation253,7 tok/s
Min 0,0Ø 253,2Max 2.491,2
Ueber dem Durchschnitt · 2823 Systeme im Feld
Prefill2.467 tok/s
Min 4Ø 3.470Max 39.029
Unter dem Durchschnitt · 2823 Systeme im Feld
Time to First Token1.505 ms
Min 20Ø 45.698Max 535.235
Ueber dem Durchschnitt · 2821 Systeme im Feld
Performanceprofil
Durchsatz nach Hardware & Engine
Jede Blase steht für eine GPU, CPU bzw. Engine – die Position zeigt Prompt-Verarbeitung (X) und Ausgabe-Geschwindigkeit (Y), die Blasengröße die Anzahl der Messläufe.
GPUnach Grafikkarte
CPUnach Prozessor
Durchsatz & Latenz
Performancebenchmark
| # | Modell / Hersteller | Messwerte | Parallel | GPU / CPU / RAM | Runtime | ||
|---|---|---|---|---|---|---|---|
| 1 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 2 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 3 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 4 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 5 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 6 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 7 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 8 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 9 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 10 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 11 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 12 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 13 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 14 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 15 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 16 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 17 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 18 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 19 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 20 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 21 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 22 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 23 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 24 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 25 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 26 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 27 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 28 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 29 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 30 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 31 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 32 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 33 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 34 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 35 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 36 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 37 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 38 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 39 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 40 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 41 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 42 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 43 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 44 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 45 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 46 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 47 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 48 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 49 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 50 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 51 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 52 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 53 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 54 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 55 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 56 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 57 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 58 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 59 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 60 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 61 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 62 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 63 | Ling-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 RAM | llama.cppgodclaw | Details → | |
| 64 | Ling-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 RAM | llama.cppopenclaw_cli | Details → | |
| 65 | Ling-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 RAM | llama.cppopenclaw_cli | Details → |
Agent- & Chat-Bewertung
Harnessbenchmark
Noch keine Harnessbenchmarks fuer dieses Modell.