Created bymario-alka.dePowered bygodcore.denoob2claw.detricoma.de
🏆
Ranglisten

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
Reset
Messwert:
Größe
#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.492,78 tok/s TG
Prefill 11.476 · TTFT 7.075 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
2gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.113,51 tok/s TG
Prefill 6.554 · TTFT 10.391 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
3NVIDIA-Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
992,11 tok/s TG
Prefill 5.920 · TTFT 12.083 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
4Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
986,05 tok/s TG
Prefill 5.179 · TTFT 13.058 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
5gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
983,68 tok/s TG
Prefill 7.362 · TTFT 10.840 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
6Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
981,72 tok/s TG
Prefill 5.166 · TTFT 13.134 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
7Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
979,74 tok/s TG
Prefill 5.175 · TTFT 13.143 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
8North-Mini-Code-1.0Cohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
939,51 tok/s TG
Prefill 4.611 · TTFT 12.995 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
9Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
930,61 tok/s TG
Prefill 5.307 · TTFT 13.161 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
10Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
928,48 tok/s TG
Prefill 7.663 · TTFT 12.219 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
11Qwen3-Omni-30B-A3B-Thinking30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
927,42 tok/s TG
Prefill 5.040 · TTFT 13.415 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
12Gemma-4-26B-A4B-it26BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
926,20 tok/s TG
Prefill 3.875 · TTFT 14.083 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
13Ornith-1.0-35B35BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
920,16 tok/s TG
Prefill 3.818 · TTFT 13.771 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
14Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
905,10 tok/s TG
Prefill 7.532 · TTFT 12.527 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
15Qwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
903,53 tok/s TG
Prefill 7.168 · TTFT 12.726 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
16Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
901,86 tok/s TG
Prefill 12.965 · TTFT 12.663 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
17Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
897,47 tok/s TG
Prefill 4.560 · TTFT 13.829 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
18NVIDIA-Nemotron-3-Nano-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
897,46 tok/s TG
Prefill 4.457 · TTFT 13.871 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
19Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
896,55 tok/s TG
Prefill 4.436 · TTFT 13.922 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
20Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
883,71 tok/s TG
Prefill 12.981 · TTFT 12.917 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
21Mamba-Codestral-7B-v0.17BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
869,93 tok/s TG
Prefill 10.161 · TTFT 12.683 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
22Qwen3.5-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
866,12 tok/s TG
Prefill 3.825 · TTFT 14.245 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
23Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
851,97 tok/s TG
Prefill 3.890 · TTFT 14.433 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
24Qwen-AgentWorld-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
849,15 tok/s TG
Prefill 3.913 · TTFT 14.486 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
25Meta-Llama-3.1-8B-Instruct8BMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
837,85 tok/s TG
Prefill 9.559 · TTFT 12.952 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
26Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
829,45 tok/s TG
Prefill 3.778 · TTFT 14.891 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMhermes_cli
27gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
827,28 tok/s TG
Prefill 9.803 · TTFT 2.242 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
28gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
797,18 tok/s TG
Prefill 11.820 · TTFT 1.789 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
29gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
796,82 tok/s TG
Prefill 11.892 · TTFT 1.781 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
30Ornith-1.0-9B9BDeepReinforce 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.cppwebsocketQ4_K_M
31Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
670,65 tok/s TG
Prefill 17.357 · TTFT 3.808 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
32gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
656,13 tok/s TG
Prefill 5.934 · TTFT 3.387 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
33gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
654,86 tok/s TG
Prefill 2.799 · TTFT 19.412 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
34NVIDIA-Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
596,31 tok/s TG
Prefill 5.389 · TTFT 4.001 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
35Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
586,52 tok/s TG
Prefill 4.479 · TTFT 4.845 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
36Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
584,39 tok/s TG
Prefill 4.467 · TTFT 4.864 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
37Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
582,20 tok/s TG
Prefill 4.480 · TTFT 4.869 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
38Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
558,18 tok/s TG
Prefill 4.694 · TTFT 4.497 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
39Qwen3-Omni-30B-A3B-Thinking30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
556,41 tok/s TG
Prefill 4.468 · TTFT 4.620 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
40Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
554,75 tok/s TG
Prefill 7.036 · TTFT 3.930 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
41NVIDIA-Nemotron-3-Nano-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
550,00 tok/s TG
Prefill 3.904 · TTFT 4.878 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
42Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
548,84 tok/s TG
Prefill 4.012 · TTFT 4.835 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
43Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
547,85 tok/s TG
Prefill 3.914 · TTFT 4.883 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
44Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
543,05 tok/s TG
Prefill 4.878 · TTFT 20.084 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
45North-Mini-Code-1.0Cohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
542,97 tok/s TG
Prefill 4.226 · TTFT 4.294 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
46Qwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
542,88 tok/s TG
Prefill 6.558 · TTFT 4.129 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
47gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
542,58 tok/s TG
Prefill 6.522 · TTFT 3.407 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
48Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
542,30 tok/s TG
Prefill 6.912 · TTFT 4.026 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
49Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
524,37 tok/s TG
Prefill 7.751 · TTFT 4.130 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
50Gemma-4-26B-A4B-it26BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
522,97 tok/s TG
Prefill 3.432 · TTFT 4.794 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
51Ornith-1.0-35B35BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
517,07 tok/s TG
Prefill 3.355 · TTFT 4.929 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
52Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
496,79 tok/s TG
Prefill 12.291 · TTFT 3.700 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
53Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
487,24 tok/s TG
Prefill 12.271 · TTFT 3.758 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
54Mamba-Codestral-7B-v0.17BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
484,00 tok/s TG
Prefill 9.541 · TTFT 3.887 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
55gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
483,69 tok/s TG
Prefill 9.270 · TTFT 1.070 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
56gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
479,47 tok/s TG
Prefill 9.242 · TTFT 1.075 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
57Qwen3.5-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
479,14 tok/s TG
Prefill 3.365 · TTFT 5.049 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
58Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,34 tok/s TG
Prefill 3.434 · TTFT 5.070 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
59Qwen-AgentWorld-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,29 tok/s TG
Prefill 3.464 · TTFT 5.057 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
60gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
470,17 tok/s TG
Prefill 6.563 · TTFT 3.093 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
61gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,74 tok/s TG
Prefill 6.617 · TTFT 3.069 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
62gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,67 tok/s TG
Prefill 5.822 · TTFT 1.705 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
63Meta-Llama-3.1-8B-Instruct8BMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
456,70 tok/s TG
Prefill 8.966 · TTFT 3.773 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
64Ornith-1.0-9B9BDeepReinforce 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.cppwebsocketQ4_K_M
65gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
403,67 tok/s TG
Prefill 5.727 · TTFT 1.727 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
66Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
399,08 tok/s TG
Prefill 14.492 · TTFT 984 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
67gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
355,09 tok/s TG
Prefill 2.494 · TTFT 6.574 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
68Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
353,84 tok/s TG
Prefill 924 · TTFT 13.139 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
69Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
338,30 tok/s TG
Prefill 5.943 · TTFT 2.299 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
70Mistral-Small-3.1-24B-Instruct-250324BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
337,40 tok/s TG
Prefill 4.182 · TTFT 31.558 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K
71Devstral-Small-2-24B-Instruct-251224BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
331,64 tok/s TG
Prefill 4.743 · TTFT 31.297 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
72Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
330,94 tok/s TG
Prefill 4.379 · TTFT 7.353 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
73Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
325,20 tok/s TG
Prefill 3.507 · TTFT 31.980 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
74Devstral-Small-250724BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
317,44 tok/s TG
Prefill 6.072 · TTFT 23.382 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
75Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
294,82 tok/s TG
Prefill 4.538 · TTFT 6.199 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
76Qwen3.6-27B27BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
264,22 tok/s TG
Prefill 1.610 · TTFT 42.712 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
77gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,06 tok/s TG
Prefill 5.285 · TTFT 374 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
78gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,58 tok/s TG
Prefill 5.520 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
79gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
238,87 tok/s TG
Prefill 5.096 · TTFT 388 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
80NVIDIA-Nemotron-3-Nano-4B4BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
236,91 tok/s TG
Prefill 4.079 · TTFT 528 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
81OpenReasoning-Nemotron-32B32BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
236,79 tok/s TG
Prefill 2.409 · TTFT 46.406 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
82Qwen2.5-Coder-32B-Instruct32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
236,42 tok/s TG
Prefill 2.420 · TTFT 46.503 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
83gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
235,80 tok/s TG
Prefill 8.654 · TTFT 230 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
84Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
226,20 tok/s TG
Prefill 2.929 · TTFT 4.189 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
85Qwen2.5-32B-Instruct-AWQ32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
223,82 tok/s TG
Prefill 2.436 · TTFT 44.343 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ
86NVIDIA-Nemotron-3-Nano-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
221,98 tok/s TG
Prefill 3.364 · TTFT 641 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
87Nemotron-3-Nano-Omni-30B-A3B-Reasoning30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
221,81 tok/s TG
Prefill 3.230 · TTFT 666 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
88Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
221,80 tok/s TG
Prefill 3.314 · TTFT 655 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
89Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,76 tok/s TG
Prefill 4.024 · TTFT 605 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
90Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,44 tok/s TG
Prefill 4.311 · TTFT 565 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
91Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,34 tok/s TG
Prefill 3.833 · TTFT 717 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
92Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,29 tok/s TG
Prefill 3.814 · TTFT 720 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
93Laguna-XS-2.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,25 tok/s TG
Prefill 3.820 · TTFT 720 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
94Qwen3-Omni-30B-A3B-Thinking30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,07 tok/s TG
Prefill 3.972 · TTFT 613 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
95Qwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
197,73 tok/s TG
Prefill 4.076 · TTFT 598 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
96Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
195,39 tok/s TG
Prefill 4.296 · TTFT 567 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
97Ornith-1.0-35B35BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
184,15 tok/s TG
Prefill 2.849 · TTFT 676 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
98Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
183,68 tok/s TG
Prefill 853 · TTFT 1.050 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
99Mistral-Small-3.1-24B-Instruct-250324BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
181,00 tok/s TG
Prefill 3.924 · TTFT 9.596 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K
100Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
178,38 tok/s TG
Prefill 3.257 · TTFT 10.368 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
101gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
176,18 tok/s TG
Prefill 8.074 · TTFT 245 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
102gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
176,06 tok/s TG
Prefill 7.970 · TTFT 248 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
103Devstral-Small-2-24B-Instruct-251224BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
175,32 tok/s TG
Prefill 3.605 · TTFT 9.714 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
104North-Mini-Code-1.0Cohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
175,06 tok/s TG
Prefill 3.551 · TTFT 557 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
105Devstral-Small-250724BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
173,35 tok/s TG
Prefill 4.438 · TTFT 8.093 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
106Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
171,72 tok/s TG
Prefill 7.637 · TTFT 319 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
107Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
168,65 tok/s TG
Prefill 7.081 · TTFT 345 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
108Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
168,59 tok/s TG
Prefill 6.991 · TTFT 350 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
109Gemma-4-26B-A4B-it26BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
166,99 tok/s TG
Prefill 3.555 · TTFT 556 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
110Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
163,95 tok/s TG
Prefill 2.970 · TTFT 649 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
111Qwen-AgentWorld-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
163,95 tok/s TG
Prefill 2.997 · TTFT 644 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
112Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
162,37 tok/s TG
Prefill 2.928 · TTFT 659 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 5 5600X 6-Core Processor · 30 GB RAMhermes_cli
113Qwen3.5-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
161,86 tok/s TG
Prefill 2.922 · TTFT 660 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
114Mamba-Codestral-7B-v0.17BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
156,61 tok/s TG
Prefill 5.662 · TTFT 481 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
115gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
155,81 tok/s TG
Prefill 6.094 · TTFT 325 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
116Meta-Llama-3.1-8B-Instruct8BMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
148,21 tok/s TG
Prefill 5.615 · TTFT 439 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
117Qwen3.6-27B27BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
142,65 tok/s TG
Prefill 1.474 · TTFT 13.865 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
118Ornith-1.0-9B9BDeepReinforce 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.cppwebsocketQ4_K_M
119OpenReasoning-Nemotron-32B32BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,74 tok/s TG
Prefill 2.245 · TTFT 14.449 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
120Qwen2.5-32B-Instruct-AWQ32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,64 tok/s TG
Prefill 2.262 · TTFT 14.457 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ
121Qwen2.5-Coder-32B-Instruct32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,44 tok/s TG
Prefill 2.255 · TTFT 14.493 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
122Seed-OSS-36B-Instruct36BByteDance Seed PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
111,64 tok/s TG
Prefill 1.065 · TTFT 92.938 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
123gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
93,10 tok/s TG
Prefill 2.557 · TTFT 773 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_XL
124Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
89,91 tok/s TG
Prefill 3.497 · TTFT 648 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
125Ministral-3-14B-Reasoning-251214BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
89,62 tok/s TG
Prefill 2.949 · TTFT 726 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
126gpt-oss-120b120BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
85,33 tok/s TG
Prefill 270 · TTFT 166.013 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
127Qwen3-Coder-NextQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,23 tok/s TG
Prefill 354 · TTFT 169.650 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
128Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
59,06 tok/s TG
Prefill 405 · TTFT 20 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
129Seed-OSS-36B-Instruct36BByteDance Seed PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
58,76 tok/s TG
Prefill 987 · TTFT 28.850 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
130Mistral-Small-4-119B-2603119BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
58,52 tok/s TG
Prefill 351 · TTFT 222.335 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
131Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
58,03 tok/s TG
Prefill 1.644 · TTFT 1.302 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
132Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
57,45 tok/s TG
Prefill 1.958 · TTFT 1.391 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
133Mistral-Small-3.1-24B-Instruct-250324BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
57,41 tok/s TG
Prefill 2.109 · TTFT 1.096 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K
134Devstral-Small-250724BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
56,94 tok/s TG
Prefill 3.347 · TTFT 1.030 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
135Devstral-Small-2-24B-Instruct-251224BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
56,18 tok/s TG
Prefill 2.655 · TTFT 1.019 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
136gpt-oss-120b120BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
51,30 tok/s TG
Prefill 232 · TTFT 64.035 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
137Qwen3-Coder-NextQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
45,84 tok/s TG
Prefill 299 · TTFT 64.947 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
138Qwen3.6-27B27BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
43,62 tok/s TG
Prefill 1.290 · TTFT 1.497 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
139Qwen2.5-32B-Instruct-AWQ32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
40,26 tok/s TG
Prefill 1.449 · TTFT 1.698 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ
140OpenReasoning-Nemotron-32B32BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
40,24 tok/s TG
Prefill 1.453 · TTFT 1.685 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
141Qwen2.5-Coder-32B-Instruct32BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
40,22 tok/s TG
Prefill 1.445 · TTFT 1.703 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
142Mistral-Small-4-119B-2603119BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
35,54 tok/s TG
Prefill 233 · TTFT 92.559 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
143Laguna-S-2.1-INT4Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
31,55 tok/s TG
Prefill 174 · TTFT 246.888 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
144gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
29,73 tok/s TG
Prefill 888 · TTFT 25.625 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
145Laguna-S-2.1-INT4Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
25,54 tok/s TG
Prefill 157 · TTFT 125.314 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
146gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
21,98 tok/s TG
Prefill 642 · TTFT 15.446 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
147gpt-oss-120b120BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
21,12 tok/s TG
Prefill 213 · TTFT 9.303 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
148GLM-4.5-Air106BZ.ai (Zhipu) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
20,78 tok/s TG
Prefill 144 · TTFT 302.096 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
149Llama-3_3-Nemotron-Super-49B-v1_549BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
19,60 tok/s TG
Prefill 427 · TTFT 182.825 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
150gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
19,50 tok/s TG
Prefill 337 · TTFT 81.549 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT8
151gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
19,49 tok/s TG
Prefill 339 · TTFT 81.332 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
152NVIDIA-Nemotron-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
153gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,80 tok/s TG
Prefill 349 · TTFT 179.104 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT8
154Llama-3_3-Nemotron-Super-49B-v1_549BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,48 tok/s TG
Prefill 410 · TTFT 83.981 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
155gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,16 tok/s TG
Prefill 350 · TTFT 179.359 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
156Qwen3-Coder-NextQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,14 tok/s TG
Prefill 279 · TTFT 8.732 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
157Step-3.5-FlashStepFun PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
17,07 tok/s TG
Prefill 65 · TTFT 231.559 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
158Nemotron-H-47B-Reasoning-128K47BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
16,87 tok/s TG
Prefill 213 · TTFT 278.913 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
159Seed-OSS-36B-Instruct36BByteDance Seed PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
16,70 tok/s TG
Prefill 924 · TTFT 2.388 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
160NVIDIA-Nemotron-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
161MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
15,90 tok/s TG
Prefill 157 · TTFT 163.779 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketBF16
162MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
15,80 tok/s TG
Prefill 156 · TTFT 171.016 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
163GLM-4.5-Air106BZ.ai (Zhipu) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
14,86 tok/s TG
Prefill 133 · TTFT 150.792 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
164Mistral-Small-4-119B-2603119BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
14,47 tok/s TG
Prefill 190 · TTFT 14.242 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
165MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,63 tok/s TG
Prefill 153 · TTFT 195.676 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketBF16
166Nemotron-H-47B-Reasoning-128K47BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
12,02 tok/s TG
Prefill 219 · TTFT 125.268 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
167MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
11,25 tok/s TG
Prefill 148 · TTFT 197.892 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
168Step-3.5-FlashStepFun PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
9,92 tok/s TG
Prefill 56 · TTFT 161.451 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
169Laguna-S-2.1-INT4Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
9,06 tok/s TG
Prefill 156 · TTFT 17.644 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT4
170MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
8,22 tok/s TG
Prefill 70 · TTFT 38.073 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketBF16
171MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
8,20 tok/s TG
Prefill 72 · TTFT 35.231 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
172gpt-oss-20b20BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
7,66 tok/s TG
Prefill 533 · TTFT 3.719 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
173GLM-4.5-Air106BZ.ai (Zhipu) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
7,11 tok/s TG
Prefill 133 · TTFT 16.005 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
174NVIDIA-Nemotron-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
175Step-3.5-FlashStepFun PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
6,39 tok/s TG
Prefill 45 · TTFT 54.041 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocket
176gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
5,04 tok/s TG
Prefill 349 · TTFT 5.669 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketINT8
177gemma-4-31B-it31BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
5,03 tok/s TG
Prefill 348 · TTFT 5.682 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
178Qwen2.5-72B-Instruct72BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,90 tok/s TG
Prefill 239 · TTFT 40.388 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
179Qwen2.5-72B-Instruct72BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,84 tok/s TG
Prefill 239 · TTFT 40.453 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
180Llama-3_3-Nemotron-Super-49B-v1_549BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,61 tok/s TG
Prefill 384 · TTFT 6.371 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
181command-a-reasoning-08-2025111BCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,18 tok/s TG
Prefill 91 · TTFT 93.827 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
182command-a-reasoning-08-2025111BCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,11 tok/s TG
Prefill 85 · TTFT 100.325 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
183MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
4,00 tok/s TG
Prefill 9 · TTFT 263.987 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ
184MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,95 tok/s TG
Prefill 10 · TTFT 246.180 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
185Nemotron-H-47B-Reasoning-128K47BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,69 tok/s TG
Prefill 212 · TTFT 10.143 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
186Laguna-M.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,08 tok/s TG
Prefill 8 · TTFT 281.078 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
187Devstral-2-123B-Instruct-2512123BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,90 tok/s TG
Prefill 147 · TTFT 70.727 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
188Devstral-2-123B-Instruct-2512123BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,88 tok/s TG
Prefill 147 · TTFT 70.636 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
189Mistral-Medium-3.5-128B128BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,83 tok/s TG
Prefill 109 · TTFT 85.257 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
190Mistral-Medium-3.5-128B128BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,74 tok/s TG
Prefill 145 · TTFT 71.210 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
191Laguna-M.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,65 tok/s TG
Prefill 5 · TTFT 428.043 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketFP8
192Laguna-M.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
2,06 tok/s TG
Prefill 8 · TTFT 255.194 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
193Laguna-M.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1,92 tok/s TG
Prefill 8 · TTFT 253.028 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketFP8
194Laguna-M.1Poolside PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1,76 tok/s TG
Prefill 8 · TTFT 264.875 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
195Qwen2.5-72B-Instruct72BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1,56 tok/s TG
Prefill 151 · TTFT 14.186 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
196command-a-reasoning-08-2025111BCohere PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1,35 tok/s TG
Prefill 94 · TTFT 22.587 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
197Devstral-2-123B-Instruct-2512123BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,90 tok/s TG
Prefill 95 · TTFT 22.429 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
198Mistral-Medium-3.5-128B128BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,88 tok/s TG
Prefill 94 · TTFT 22.520 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
199MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,01 tok/s TG
Prefill 11 · TTFT 381.533 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
200MiniMax-M2.7230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,01 tok/s TG
Prefill 10 · TTFT 410.716 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketUD-Q4_K_M
201MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,01 tok/s TG
Prefill 11 · TTFT 394.052 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ
202MiniMax-M2.5230BMiniMax PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,01 tok/s TG
Prefill 11 · TTFT 400.888 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketAWQ