Created bymario-alka.dePowered bygodcore.denoob2claw.detricoma.de
Performance benchmark

How fast is the model?

Raw throughput on real hardware – how many tokens a model generates per second, how quickly it processes the prompt and how short the time to first token is. Higher is better.

⚡ Generation (tok/s)🔄 Prefill⏱️ TTFT👥 Concurrency
Reset
Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
901,86 tok/s TG
Prefill 12.965 · TTFT 12.663 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
2Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
883,71 tok/s TG
Prefill 12.981 · TTFT 12.917 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
3gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
797,18 tok/s TG
Prefill 11.820 · TTFT 1.789 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
4gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
796,82 tok/s TG
Prefill 11.892 · TTFT 1.781 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
5Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
670,65 tok/s TG
Prefill 17.357 · TTFT 3.808 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
6Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
524,37 tok/s TG
Prefill 7.751 · TTFT 4.130 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
7Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
496,79 tok/s TG
Prefill 12.291 · TTFT 3.700 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
8Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
487,24 tok/s TG
Prefill 12.271 · TTFT 3.758 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
9gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
483,69 tok/s TG
Prefill 9.270 · TTFT 1.070 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
10gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
479,47 tok/s TG
Prefill 9.242 · TTFT 1.075 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
11Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
475,79 tok/s TG
Prefill 6.572 · TTFT 3.089 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
12Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
475,57 tok/s TG
Prefill 6.613 · TTFT 3.068 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
13Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
475,30 tok/s TG
Prefill 5.812 · TTFT 1.707 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
14Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
475,27 tok/s TG
Prefill 5.800 · TTFT 1.710 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
15Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
475,00 tok/s TG
Prefill 6.609 · TTFT 3.072 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
16Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
474,73 tok/s TG
Prefill 6.600 · TTFT 3.079 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
17Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
473,98 tok/s TG
Prefill 6.595 · TTFT 3.077 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
18Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
473,82 tok/s TG
Prefill 6.434 · TTFT 3.151 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
19Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
473,19 tok/s TG
Prefill 6.576 · TTFT 3.084 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
20Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,98 tok/s TG
Prefill 6.576 · TTFT 3.088 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
21Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,92 tok/s TG
Prefill 6.577 · TTFT 3.088 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
22Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,71 tok/s TG
Prefill 6.385 · TTFT 3.174 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
23Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,68 tok/s TG
Prefill 6.583 · TTFT 3.083 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
24Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,64 tok/s TG
Prefill 6.577 · TTFT 3.084 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
25Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,60 tok/s TG
Prefill 6.592 · TTFT 3.075 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
26Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,56 tok/s TG
Prefill 6.399 · TTFT 3.168 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
27Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,49 tok/s TG
Prefill 6.605 · TTFT 3.073 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
28Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,43 tok/s TG
Prefill 6.543 · TTFT 3.103 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
29Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
472,07 tok/s TG
Prefill 6.589 · TTFT 3.082 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
30Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,98 tok/s TG
Prefill 6.570 · TTFT 3.090 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
31Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,78 tok/s TG
Prefill 6.446 · TTFT 3.147 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
32Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,61 tok/s TG
Prefill 6.627 · TTFT 3.065 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
33Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,34 tok/s TG
Prefill 6.588 · TTFT 3.081 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
34Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,33 tok/s TG
Prefill 6.562 · TTFT 3.094 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
35Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,28 tok/s TG
Prefill 6.424 · TTFT 3.156 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
36Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,13 tok/s TG
Prefill 6.578 · TTFT 3.087 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
37Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,05 tok/s TG
Prefill 6.622 · TTFT 3.068 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
38Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
471,04 tok/s TG
Prefill 6.575 · TTFT 3.091 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
39Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
470,76 tok/s TG
Prefill 6.586 · TTFT 3.084 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
40Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
470,37 tok/s TG
Prefill 6.608 · TTFT 3.073 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
41Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
470,21 tok/s TG
Prefill 6.615 · TTFT 3.070 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
42gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
470,17 tok/s TG
Prefill 6.563 · TTFT 3.093 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
43Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,97 tok/s TG
Prefill 6.570 · TTFT 3.091 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
44Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,85 tok/s TG
Prefill 6.585 · TTFT 3.083 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
45Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,71 tok/s TG
Prefill 6.608 · TTFT 3.074 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
46Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,66 tok/s TG
Prefill 6.577 · TTFT 3.088 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
47Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,48 tok/s TG
Prefill 6.637 · TTFT 3.060 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
48Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,28 tok/s TG
Prefill 6.551 · TTFT 3.099 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
49Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,17 tok/s TG
Prefill 6.594 · TTFT 3.080 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
50Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,04 tok/s TG
Prefill 6.560 · TTFT 3.097 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
51Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
469,00 tok/s TG
Prefill 6.592 · TTFT 3.081 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
52Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,75 tok/s TG
Prefill 6.561 · TTFT 3.092 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
53gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,74 tok/s TG
Prefill 6.617 · TTFT 3.069 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
54Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,63 tok/s TG
Prefill 6.589 · TTFT 3.082 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
55Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,55 tok/s TG
Prefill 6.408 · TTFT 3.163 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
56Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,50 tok/s TG
Prefill 6.586 · TTFT 3.084 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
57Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,28 tok/s TG
Prefill 6.578 · TTFT 3.088 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
58Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
468,11 tok/s TG
Prefill 6.601 · TTFT 3.076 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
59Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
467,60 tok/s TG
Prefill 6.583 · TTFT 3.085 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
60Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
467,27 tok/s TG
Prefill 6.597 · TTFT 3.078 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
61Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
467,25 tok/s TG
Prefill 5.842 · TTFT 1.697 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
62Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,81 tok/s TG
Prefill 6.592 · TTFT 3.077 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
63Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,68 tok/s TG
Prefill 6.574 · TTFT 3.087 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
64Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,43 tok/s TG
Prefill 6.563 · TTFT 3.094 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
65Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,39 tok/s TG
Prefill 6.589 · TTFT 3.082 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
66Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,20 tok/s TG
Prefill 6.545 · TTFT 3.103 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
67Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,08 tok/s TG
Prefill 5.852 · TTFT 1.695 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
68Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
466,05 tok/s TG
Prefill 5.832 · TTFT 1.702 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
69Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
465,84 tok/s TG
Prefill 5.890 · TTFT 1.687 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
70Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
465,47 tok/s TG
Prefill 6.034 · TTFT 1.639 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
71Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
465,11 tok/s TG
Prefill 5.888 · TTFT 1.687 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
72Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,82 tok/s TG
Prefill 5.915 · TTFT 1.680 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
73Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,66 tok/s TG
Prefill 5.853 · TTFT 1.697 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
74Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,61 tok/s TG
Prefill 5.872 · TTFT 1.691 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
75Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,60 tok/s TG
Prefill 5.893 · TTFT 1.685 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
76Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,49 tok/s TG
Prefill 5.883 · TTFT 1.687 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
77Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,40 tok/s TG
Prefill 5.886 · TTFT 1.688 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
78Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,36 tok/s TG
Prefill 5.894 · TTFT 1.686 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
79Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,09 tok/s TG
Prefill 5.846 · TTFT 1.696 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
80Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
464,00 tok/s TG
Prefill 5.830 · TTFT 1.703 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
81Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,98 tok/s TG
Prefill 5.865 · TTFT 1.693 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
82Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,88 tok/s TG
Prefill 5.828 · TTFT 1.704 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
83Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,88 tok/s TG
Prefill 5.880 · TTFT 1.691 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
84Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,80 tok/s TG
Prefill 5.895 · TTFT 1.684 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
85Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,78 tok/s TG
Prefill 5.851 · TTFT 1.697 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
86Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,76 tok/s TG
Prefill 5.845 · TTFT 1.697 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
87gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,67 tok/s TG
Prefill 5.822 · TTFT 1.705 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
88Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,50 tok/s TG
Prefill 5.867 · TTFT 1.694 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
89Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,44 tok/s TG
Prefill 5.844 · TTFT 1.698 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
90Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,37 tok/s TG
Prefill 5.882 · TTFT 1.688 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
91Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,29 tok/s TG
Prefill 5.862 · TTFT 1.694 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
92Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,29 tok/s TG
Prefill 5.816 · TTFT 1.707 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
93Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,13 tok/s TG
Prefill 5.880 · TTFT 1.691 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
94Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,07 tok/s TG
Prefill 5.857 · TTFT 1.696 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
95Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,05 tok/s TG
Prefill 5.889 · TTFT 1.686 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
96Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
463,00 tok/s TG
Prefill 5.849 · TTFT 1.697 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
97Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,92 tok/s TG
Prefill 5.882 · TTFT 1.688 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
98Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,64 tok/s TG
Prefill 5.864 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
99Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,62 tok/s TG
Prefill 5.838 · TTFT 1.700 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
100Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,44 tok/s TG
Prefill 5.918 · TTFT 1.680 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
101Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,17 tok/s TG
Prefill 5.891 · TTFT 1.687 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
102Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
462,06 tok/s TG
Prefill 5.826 · TTFT 1.702 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
103Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
461,82 tok/s TG
Prefill 5.854 · TTFT 1.696 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
104Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
461,50 tok/s TG
Prefill 5.864 · TTFT 1.693 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
105Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
461,14 tok/s TG
Prefill 5.867 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
106Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
461,04 tok/s TG
Prefill 5.868 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
107Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
460,58 tok/s TG
Prefill 5.866 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
108Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
460,36 tok/s TG
Prefill 5.864 · TTFT 1.693 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
109Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
460,05 tok/s TG
Prefill 5.868 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
110Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
459,38 tok/s TG
Prefill 5.875 · TTFT 1.690 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
111Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
459,37 tok/s TG
Prefill 5.866 · TTFT 1.693 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
112Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
459,17 tok/s TG
Prefill 5.840 · TTFT 1.699 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
113Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
458,88 tok/s TG
Prefill 5.872 · TTFT 1.692 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
114Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
457,83 tok/s TG
Prefill 5.889 · TTFT 1.687 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
115Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
457,00 tok/s TG
Prefill 5.877 · TTFT 1.691 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
116gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
403,67 tok/s TG
Prefill 5.727 · TTFT 1.727 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
117Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
399,08 tok/s TG
Prefill 14.492 · TTFT 984 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
118Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
338,30 tok/s TG
Prefill 5.943 · TTFT 2.299 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
119Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
330,94 tok/s TG
Prefill 4.379 · TTFT 7.353 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
120Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,61 tok/s TG
Prefill 5.586 · TTFT 354 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
121Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,55 tok/s TG
Prefill 5.574 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
122Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,53 tok/s TG
Prefill 5.527 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
123Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,51 tok/s TG
Prefill 5.584 · TTFT 354 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
124Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,48 tok/s TG
Prefill 5.521 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
125Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,47 tok/s TG
Prefill 5.561 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
126Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,45 tok/s TG
Prefill 5.512 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
127Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,44 tok/s TG
Prefill 5.547 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
128Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,38 tok/s TG
Prefill 5.533 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
129Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,36 tok/s TG
Prefill 5.532 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
130Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,35 tok/s TG
Prefill 5.558 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
131Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,26 tok/s TG
Prefill 5.522 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
132Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,18 tok/s TG
Prefill 5.555 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
133Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,12 tok/s TG
Prefill 5.569 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
134Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,10 tok/s TG
Prefill 5.518 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
135gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,06 tok/s TG
Prefill 5.285 · TTFT 374 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
136Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
246,01 tok/s TG
Prefill 5.585 · TTFT 354 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
137Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,95 tok/s TG
Prefill 5.518 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
138Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,92 tok/s TG
Prefill 5.506 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
139Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,90 tok/s TG
Prefill 5.498 · TTFT 360 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
140Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,88 tok/s TG
Prefill 5.524 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
141Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,88 tok/s TG
Prefill 5.565 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
142Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,86 tok/s TG
Prefill 5.555 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
143Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,85 tok/s TG
Prefill 5.565 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
144Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,83 tok/s TG
Prefill 5.544 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
145Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,82 tok/s TG
Prefill 5.525 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
146Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,80 tok/s TG
Prefill 5.584 · TTFT 354 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
147Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,78 tok/s TG
Prefill 5.514 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
148Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,77 tok/s TG
Prefill 5.542 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
149Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,71 tok/s TG
Prefill 5.516 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
150Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,69 tok/s TG
Prefill 5.503 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
151Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,63 tok/s TG
Prefill 5.520 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
152Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,63 tok/s TG
Prefill 5.536 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
153gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,58 tok/s TG
Prefill 5.520 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
154Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,52 tok/s TG
Prefill 5.502 · TTFT 360 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
155Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,41 tok/s TG
Prefill 5.566 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
156Devstral-Small-2507Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,39 tok/s TG
Prefill 5.514 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
157Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,39 tok/s TG
Prefill 5.508 · TTFT 360 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
158Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,34 tok/s TG
Prefill 5.569 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
159Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,29 tok/s TG
Prefill 5.550 · TTFT 356 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
160Qwen3-VL-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,24 tok/s TG
Prefill 5.475 · TTFT 361 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
161Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
245,24 tok/s TG
Prefill 5.518 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
162Qwen3.6-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,97 tok/s TG
Prefill 5.542 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
163Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,96 tok/s TG
Prefill 5.524 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
164Qwen3.5-35B-A3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,91 tok/s TG
Prefill 5.575 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
165Qwen2.5-Coder-32B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,81 tok/s TG
Prefill 5.503 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
166Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,74 tok/s TG
Prefill 5.548 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
167Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,74 tok/s TG
Prefill 5.519 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
168Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,69 tok/s TG
Prefill 5.512 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
169Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,64 tok/s TG
Prefill 5.542 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
170Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,61 tok/s TG
Prefill 5.521 · TTFT 358 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
171Devstral-Small-2-24B-Instruct-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,44 tok/s TG
Prefill 5.544 · TTFT 357 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
172Codestral-22B-v0.1Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,31 tok/s TG
Prefill 5.561 · TTFT 355 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
173Mistral-Small-3.1-24B-Instruct-2503Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
244,26 tok/s TG
Prefill 5.502 · TTFT 359 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
174Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
226,20 tok/s TG
Prefill 2.929 · TTFT 4.189 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
175gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
176,18 tok/s TG
Prefill 8.074 · TTFT 245 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
176gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
176,06 tok/s TG
Prefill 7.970 · TTFT 248 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
177Qwen3-Coder-30B-A3B-InstructQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
171,72 tok/s TG
Prefill 7.637 · TTFT 319 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
178Qwen3-30B-A3B-Thinking-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
168,65 tok/s TG
Prefill 7.081 · TTFT 345 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
179Qwen3-30B-A3B-Instruct-2507Qwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
168,59 tok/s TG
Prefill 6.991 · TTFT 350 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
180Ministral-3-14B-Reasoning-2512Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
89,62 tok/s TG
Prefill 2.949 · TTFT 726 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
181Magistral-Small-2509Mistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
58,03 tok/s TG
Prefill 1.644 · TTFT 1.302 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocketAWQ
182gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
29,73 tok/s TG
Prefill 888 · TTFT 25.625 ms
10×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
183gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
21,98 tok/s TG
Prefill 642 · TTFT 15.446 ms
5×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket
184gpt-oss-20bOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
7,66 tok/s TG
Prefill 533 · TTFT 3.719 ms
1×NVIDIA GeForce RTX 3090 Ti32x AMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMvLLMwebsocket