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Processor

AMD Ryzen 9 8945HX with Radeon Graphics

AMD
184Benchmarks
14Models
184Performance
0Harness
Best generation
901,9 tok/s
Qwen3-30B-A3B-Instruct-2507
∅ Generation
389,1 tok/s
Schnitt aus 184 Läufen
Best prefill
17.357 tok/s
Prompt processing
Best TTFT
245 ms
Time to First Token
Best harness rate
%
noch kein Harness
🏆
Qwen3-30B-A3B-Instruct-2507 läuft am schnellsten auf dieser CPU · 901,9 tok/s
Bester Prefill: 17.357 tok/s · 14 Modelle getestet

Top models

Bester gemessener Durchsatz je Modell auf AMD Ryzen 9 8945HX with Radeon Graphics – umschaltbar nach Generation, Prefill oder Kombiwert.

Performance profile

Durchsatz auf AMD Ryzen 9 8945HX with Radeon Graphics

Jede Blase steht für ein Modell, eine Engine bzw. eine GPU – Position: Prompt-Verarbeitung (X) × Ausgabe (Y), Blasengröße: Anzahl Messläufe.

MODnach Modell

1.0788826874912965.2406.9318.62210.313Prefill (tok/s)Generation (tok/s)Qwen3-30B-A3B-Instruct-2507 - 901,9 tok/s Generation, 8.609 tok/s Prefill, TTFT 4.778 ms (6 Laufe)Qwen3-30B-A3B-Instruc...Qwen3-30B-A3B-Thinking-2507 - 883,7 tok/s Generation, 8.600 tok/s Prefill, TTFT 4.835 ms (6 Laufe)Qwen3-30B-A3B-Thinkin...gpt-oss-20b - 797,2 tok/s Generation, 9.234 tok/s Prefill, TTFT 1.979 ms (6 Laufe)gpt-oss-20bQwen3-Coder-30B-A3B-Instruct - 670,7 tok/s Generation, 8.227 tok/s Prefill, TTFT 2.987 ms (6 Laufe)Qwen3-Coder-30B-A3B-I...Ministral-3-14B-Reasoning-2512 - 524,4 tok/s Generation, 6.440 tok/s Prefill, TTFT 2.703 ms (8 Laufe)Ministral-3-14B-Reaso...Qwen3-VL-30B-A3B-Instruct - 475,8 tok/s Generation, 6.453 tok/s Prefill, TTFT 2.800 ms (5 Laufe)Qwen3-VL-30B-A3B-Inst...Codestral-22B-v0.1 - 475,6 tok/s Generation, 6.321 tok/s Prefill, TTFT 2.627 ms (6 Laufe)Codestral-22B-v0.1Magistral-Small-2509 - 474,0 tok/s Generation, 6.326 tok/s Prefill, TTFT 2.630 ms (6 Laufe)Magistral-Small-2509Devstral-Small-2-24B-Instruct-2512 - 473,2 tok/s Generation, 6.447 tok/s Prefill, TTFT 2.800 ms (5 Laufe)Devstral-Small-2-24B-...Qwen2.5-Coder-32B-Instruct - 472,9 tok/s Generation, 6.449 tok/s Prefill, TTFT 2.802 ms (5 Laufe)Qwen2.5-Coder-32B-Ins...Qwen3.6-35B-A3B - 472,7 tok/s Generation, 6.396 tok/s Prefill, TTFT 2.739 ms (4 Laufe)Qwen3.6-35B-A3BQwen3.5-35B-A3B - 472,6 tok/s Generation, 6.398 tok/s Prefill, TTFT 2.824 ms (5 Laufe)Qwen3.5-35B-A3BMistral-Small-3.1-24B-Instruct-2503 - 472,5 tok/s Generation, 6.344 tok/s Prefill, TTFT 2.624 ms (6 Laufe)Mistral-Small-3.1-24B...Devstral-Small-2507 - 471,8 tok/s Generation, 6.319 tok/s Prefill, TTFT 2.633 ms (6 Laufe)Devstral-Small-2507
Qwen3-30B-A3B-Instruct-2507 901,9 tok/sQwen3-30B-A3B-Thinking-2507 883,7 tok/sgpt-oss-20b 797,2 tok/sQwen3-Coder-30B-A3B-Instruct 670,7 tok/sMinistral-3-14B-Reasoning-2512 524,4 tok/sQwen3-VL-30B-A3B-Instruct 475,8 tok/sCodestral-22B-v0.1 475,6 tok/sMagistral-Small-2509 474,0 tok/sDevstral-Small-2-24B-Instruct-2512 473,2 tok/sQwen2.5-Coder-32B-Instruct 472,9 tok/sQwen3.6-35B-A3B 472,7 tok/sQwen3.5-35B-A3B 472,6 tok/sMistral-Small-3.1-24B-Instruct-2503 472,5 tok/sDevstral-Small-2507 471,8 tok/s

ENGnach Engine

1.0778836894953004.7227.63510.54813.460Prefill (tok/s)Generation (tok/s)vLLM - 901,9 tok/s Generation, 11.784 tok/s Prefill, TTFT 4.669 ms (10 Laufe)vLLMllama.cpp - 475,8 tok/s Generation, 6.398 tok/s Prefill, TTFT 2.751 ms (70 Laufe)llama.cpp
vLLM 901,9 tok/sllama.cpp 475,8 tok/s

GPUnach Grafikkarte

9929479028578126.6476.9307.2137.496Prefill (tok/s)Generation (tok/s)NVIDIA GeForce RTX 3090 Ti - 901,9 tok/s Generation, 7.071 tok/s Prefill, TTFT 2.991 ms (80 Laufe)NVIDIA GeForce RTX 30...
NVIDIA GeForce RTX 3090 Ti 901,9 tok/s
Throughput & latency

Performancebenchmark

80 veroeffentlichte Performance-Läufe auf AMD Ryzen 9 8945HX with Radeon Graphics.

In the leaderboard →
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
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