Google
gemma-4-31B-it31B
Benchmarkprofil und veröffentlichte Ergebnisse.
Dense31B
Einordnung im Feld
Bestwerte im Vergleich
Beste Messwerte dieses Modells gegen Minimum, Durchschnitt und Maximum aller veröffentlichten Systeme.
Generation251,1 tok/s
Min 0,0Ø 248,3Max 2.491,2
Ueber dem Durchschnitt · 3972 Systeme im Feld
Prefill7.025 tok/s
Min 4Ø 4.742Max 55.260
Ueber dem Durchschnitt · 3972 Systeme im Feld
Time to First Token91 ms
Min 20Ø 33.938Max 535.235
Ueber dem Durchschnitt · 3970 Systeme im Feld
Harness-Quote10,0 %
Min 10,0Ø 54,4Max 90,6
Unter dem Durchschnitt · 30 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 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 251,07 tok/s TG Prefill 7.025 · TTFT 4.495 ms | 10× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 2 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 236,35 tok/s TG Prefill 6.513 · TTFT 4.844 ms | 10× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 3 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 236,03 tok/s TG Prefill 5.472 · TTFT 5.845 ms | 10× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 4 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 222,83 tok/s TG Prefill 5.037 · TTFT 6.267 ms | 10× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 5 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 174,07 tok/s TG Prefill 1.206 · TTFT 16.925 ms | 10× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llamacpp | Details → | |
| 6 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 156,49 tok/s TG Prefill 182 · TTFT 97.092 ms | 10× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llama.cpp q3_k_m, q4-kv | Details → | |
| 7 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 152,19 tok/s TG Prefill 5.535 · TTFT 2.477 ms | 5× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 8 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 145,41 tok/s TG Prefill 5.094 · TTFT 2.683 ms | 5× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 9 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 143,75 tok/s TG Prefill 4.220 · TTFT 3.249 ms | 5× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 10 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 140,87 tok/s TG Prefill 3.732 · TTFT 25.360 ms | 10× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliFP8 | Details → | |
| 11 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 138,37 tok/s TG Prefill 2.284 · TTFT 42.505 ms | 10× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliAWQ | Details → | |
| 12 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 137,92 tok/s TG Prefill 3.964 · TTFT 3.462 ms | 5× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 13 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 129,24 tok/s TG Prefill 622 · TTFT 48.720 ms | 10× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 14 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 128,36 tok/s TG Prefill 621 · TTFT 48.995 ms | 10× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 15 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 127,17 tok/s TG Prefill 646 · TTFT 44.975 ms | 10× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 16 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 127,05 tok/s TG Prefill 641 · TTFT 45.163 ms | 10× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 17 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 101,94 tok/s TG Prefill 176 · TTFT 112.412 ms | 10× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 18 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 99,95 tok/s TG Prefill 166 · TTFT 119.519 ms | 10× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 19 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 81,35 tok/s TG Prefill 998 · TTFT 9.924 ms | 5× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llamacpp | Details → | |
| 20 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 74,79 tok/s TG Prefill 1.062 · TTFT 9.322 ms | 5× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llama.cpp q3_k_m, q4-kv | Details → | |
| 21 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 74,56 tok/s TG Prefill 3.148 · TTFT 4.375 ms | 5× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliFP8 | Details → | |
| 22 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 72,98 tok/s TG Prefill 351 · TTFT 36.215 ms | 5× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 23 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 70,54 tok/s TG Prefill 2.088 · TTFT 6.294 ms | 5× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliAWQ | Details → | |
| 24 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 69,09 tok/s TG Prefill 846 · TTFT 16.044 ms | 5× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 25 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 68,74 tok/s TG Prefill 843 · TTFT 15.945 ms | 5× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 26 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 54,15 tok/s TG Prefill 435 · TTFT 38.812 ms | 5× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 27 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 52,97 tok/s TG Prefill 874 · TTFT 15.734 ms | 5× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 28 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 52,93 tok/s TG Prefill 870 · TTFT 15.730 ms | 5× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 29 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 36,87 tok/s TG Prefill 2.641 · TTFT 751 ms | 1× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 30 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 35,35 tok/s TG Prefill 2.414 · TTFT 821 ms | 1× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawFP8 | Details → | |
| 31 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 34,84 tok/s TG Prefill 1.988 · TTFT 997 ms | 1× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 32 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 33,60 tok/s TG Prefill 1.857 · TTFT 1.065 ms | 1× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawAWQ | Details → | |
| 33 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 30,10 tok/s TG Prefill 1.020 · TTFT 1.964 ms | 1× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llama.cpp q3_k_m, q4-kv | Details → | |
| 34 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 28,74 tok/s TG Prefill 938 · TTFT 2.110 ms | 1× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAM | llamacpp | Details → | |
| 35 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 28,45 tok/s TG Prefill 1.090 · TTFT 1.818 ms | 1× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 36 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 28,44 tok/s TG Prefill 1.083 · TTFT 1.829 ms | 1× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 37 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 24,81 tok/s TG Prefill 701 · TTFT 2.818 ms | 1× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ4_K_M | Details → | |
| 38 | gemma-4-31B-it31BGoogle PerformancebenchmarkPerformancetest Small 1.0 | 24,36 tok/s TG Prefill 309 · TTFT 91 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawINT8 | Details → | |
| 39 | gemma-4-31B-it31BGoogle Performancebenchmark | 24,36 tok/s TG Prefill 309 · TTFT 91 ms | 1× | 3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | godclawINT8 | Details → | |
| 40 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 19,50 tok/s TG Prefill 339 · TTFT 80.766 ms | 5× | NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAM | llmcodex_cli | Details → | |
| 41 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 19,44 tok/s TG Prefill 276 · TTFT 6.828 ms | 1× | 2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 42 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 18,78 tok/s TG Prefill 1.111 · TTFT 1.784 ms | 1× | 2x NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 43 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 18,77 tok/s TG Prefill 1.107 · TTFT 1.793 ms | 1× | 2x NVIDIA RTX A6000 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawQ8_0 | Details → | |
| 44 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 17,73 tok/s TG Prefill 1.490 · TTFT 1.332 ms | 1× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliFP8 | Details → | |
| 45 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 16,81 tok/s TG Prefill 1.027 · TTFT 1.929 ms | 1× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMopenclaw_cliAWQ | Details → | |
| 46 | gemma-4-31B-it31BGoogle PerformancebenchmarkPerformancetest Small 1.0 | 12,45 tok/s TG Prefill 208 · TTFT 135 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawINT8 | Details → | |
| 47 | gemma-4-31B-it31BGoogle Performancebenchmark | 12,45 tok/s TG Prefill 208 · TTFT 135 ms | 1× | 3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | godclawINT8 | Details → | |
| 48 | gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 2 - Token-Generation / Output-Durchsatz | 11,19 tok/s TG Prefill 162 · TTFT 716 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawINT8 | Details → | |
| 49 | gemma-4-31B-it31BGoogle Performancebenchmark | 11,19 tok/s TG Prefill 162 · TTFT 716 ms | 1× | 3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | godclawINT8 | Details → | |
| 50 | gemma-4-31B-it31BGoogle PerformancebenchmarkPerformancetest Small 1.0 | 10,54 tok/s TG Prefill 199 · TTFT 141 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | vLLMgodclawINT8 | Details → | |
| 51 | gemma-4-31B-it31BGoogle Performancebenchmark | 10,54 tok/s TG Prefill 199 · TTFT 141 ms | 1× | 3x AMD Radeon AI PRO R970032x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | godclawINT8 | Details → |
Agent- & Chat-Bewertung
Harnessbenchmark
| # | Modell / Hersteller | Messwerte | GPU / CPU / RAM | Runtime | ||
|---|---|---|---|---|---|---|
| 1 | gemma-4-31B-it31BGoogle HarnessbenchmarkTool Usage Standard 1.0 | 298 Pkt 10,0% · 16/16 Aufg. · 9.625,0 s | AMD Radeon 8060S GraphicsAMD RYZEN AI MAX+ 395 w/ Radeon 8060S · 123 GB RAM | openclaw_cli | Details → |