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Mainboard

ASUSTeK COMPUTER INC. ROG STRIX X570-F GAMING

ASUS2 CPUs155 Benchmarks
CPUs
2
Models
42
Benchmarks
155
Best generation
561,4 tok/s
🏆
Qwen3-0.6B läuft am schnellsten auf diesem Board · 561,4 tok/s
42 Modelle mit Performance-Daten getestet

Top models by token generation

Bester gemessener Generierungs-Durchsatz je Modell auf ASUSTeK COMPUTER INC. ROG STRIX X570-F GAMING (tok/s) – klicken für Leaderboard-Filter.

Qwen3-0.6B0.6B
561,4 tok/s
Qwen3-1.7B1.7B
492,7 tok/s
gemma-4-E2B-it5B
427,8 tok/s
Llama-3.2-3B-Instruct3B
397,2 tok/s
Qwen2.5-3B-Instruct3B
364,1 tok/s
Nemotron-3-Nano-4B4B
344,9 tok/s
Qwen3-4B4B
325,2 tok/s
gpt-oss-20b20B
323,6 tok/s
Nemotron-Cascade-2-30B-A3B30B
295,2 tok/s
Nemotron-3-Nano-30B-A3B30B
294,4 tok/s
Laguna-XS-2.1
288,8 tok/s
Nemotron-3.5-Lightning-30B-A3B30B
283,5 tok/s
Anzeige
Model comparison

Tested models compared

Jede Blase ist ein Modell auf ASUSTeK COMPUTER INC. ROG STRIX X570-F GAMING – Position: Prompt-Verarbeitung (X) × Ausgabe-Geschwindigkeit (Y), Blasengröße: Anzahl Messläufe. Naeher an der oberen rechten Ecke = schneller.

MODnach Modell

7105323551770,008.61717.23425.851Prefill (tok/s)Generation (tok/s)Qwen3-0.6B - 561,4 tok/s Generation, 20.958 tok/s Prefill, TTFT 573 ms (3 Laufe)Qwen3-0.6BQwen3-1.7B - 492,7 tok/s Generation, 14.046 tok/s Prefill, TTFT 873 ms (3 Laufe)Qwen3-1.7Bgemma-4-E2B-it - 427,8 tok/s Generation, 6.282 tok/s Prefill, TTFT 1.676 ms (9 Laufe)gemma-4-E2B-itLlama-3.2-3B-Instruct - 397,2 tok/s Generation, 11.893 tok/s Prefill, TTFT 1.135 ms (3 Laufe)Llama-3.2-3B-InstructQwen2.5-3B-Instruct - 364,1 tok/s Generation, 11.369 tok/s Prefill, TTFT 1.151 ms (3 Laufe)Qwen2.5-3B-InstructNemotron-3-Nano-4B - 344,9 tok/s Generation, 3.449 tok/s Prefill, TTFT 3.300 ms (3 Laufe)Nemotron-3-Nano-4BQwen3-4B - 325,2 tok/s Generation, 7.193 tok/s Prefill, TTFT 1.751 ms (3 Laufe)Qwen3-4Bgpt-oss-20b - 323,6 tok/s Generation, 3.603 tok/s Prefill, TTFT 3.303 ms (6 Laufe)gpt-oss-20bNemotron-Cascade-2-30B-A3B - 295,2 tok/s Generation, 3.259 tok/s Prefill, TTFT 3.568 ms (3 Laufe)Nemotron-Cascade-2-30...Nemotron-3-Nano-30B-A3B - 294,4 tok/s Generation, 3.223 tok/s Prefill, TTFT 3.585 ms (3 Laufe)Nemotron-3-Nano-30B-A...Laguna-XS-2.1 - 288,8 tok/s Generation, 3.856 tok/s Prefill, TTFT 3.881 ms (3 Laufe)Laguna-XS-2.1Nemotron-3.5-Lightning-30B-A3B - 283,5 tok/s Generation, 3.276 tok/s Prefill, TTFT 3.524 ms (3 Laufe)Nemotron-3.5-Lightnin...gemma-4-E4B-it - 277,5 tok/s Generation, 3.885 tok/s Prefill, TTFT 2.589 ms (3 Laufe)gemma-4-E4B-itNorth-Mini-Code-1.0 - 275,3 tok/s Generation, 3.635 tok/s Prefill, TTFT 2.953 ms (3 Laufe)North-Mini-Code-1.0Meta-Llama-3.1-8B-Instruct - 258,8 tok/s Generation, 5.973 tok/s Prefill, TTFT 2.828 ms (6 Laufe)Meta-Llama-3.1-8B-Ins...Qwen2.5-7B-Instruct - 250,6 tok/s Generation, 6.580 tok/s Prefill, TTFT 2.039 ms (3 Laufe)Qwen2.5-7B-InstructQwen3-Coder-30B-A3B-Instruct - 250,2 tok/s Generation, 5.641 tok/s Prefill, TTFT 2.415 ms (3 Laufe)Qwen3-Coder-30B-A3B-I...Ornith-1.0-9B - 248,7 tok/s Generation, 2.452 tok/s Prefill, TTFT 4.148 ms (6 Laufe)Ornith-1.0-9BQwen3-30B-A3B-Instruct-2507 - 240,2 tok/s Generation, 5.433 tok/s Prefill, TTFT 2.456 ms (3 Laufe)Qwen3-30B-A3B-Instruc...Qwen3-30B-A3B-Thinking-2507 - 238,8 tok/s Generation, 4.195 tok/s Prefill, TTFT 3.022 ms (3 Laufe)Qwen3-30B-A3B-Thinkin...Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated - 233,4 tok/s Generation, 5.057 tok/s Prefill, TTFT 2.646 ms (3 Laufe)Huihui-Qwen3-VL-30B-A...Qwen3-VL-30B-A3B-Instruct - 233,2 tok/s Generation, 4.971 tok/s Prefill, TTFT 2.695 ms (3 Laufe)Qwen3-VL-30B-A3B-Inst...Qwen3.6-35B-A3B - 225,9 tok/s Generation, 2.073 tok/s Prefill, TTFT 5.930 ms (6 Laufe)Qwen3.6-35B-A3BOrnith-1.5-35B-A3B - 215,5 tok/s Generation, 3.068 tok/s Prefill, TTFT 3.329 ms (3 Laufe)Ornith-1.5-35B-A3BQwen3.5-35B-A3B - 210,1 tok/s Generation, 3.224 tok/s Prefill, TTFT 3.175 ms (3 Laufe)Qwen3.5-35B-A3BQwen-AgentWorld-35B-A3B - 198,8 tok/s Generation, 3.156 tok/s Prefill, TTFT 3.231 ms (3 Laufe)Qwen-AgentWorld-35B-A...Ornith-1.5-9B - 197,0 tok/s Generation, 3.694 tok/s Prefill, TTFT 2.761 ms (3 Laufe)Ornith-1.5-9BQwen3.8-Flash-Next - 196,2 tok/s Generation, 757 tok/s Prefill, TTFT 36.737 ms (5 Laufe)Qwen3.8-Flash-NextMinistral-3-14B-Reasoning-2512 - 193,4 tok/s Generation, 2.526 tok/s Prefill, TTFT 6.488 ms (6 Laufe)Ministral-3-14B-Reaso...gemma-4-12B-it - 188,8 tok/s Generation, 1.276 tok/s Prefill, TTFT 11.476 ms (9 Laufe)gemma-4-12B-itMuse-Glimmer-30B - 171,8 tok/s Generation, 1.079 tok/s Prefill, TTFT 9.433 ms (3 Laufe)Muse-Glimmer-30BCodestral-22B-v0.1 - 145,3 tok/s Generation, 1.726 tok/s Prefill, TTFT 9.578 ms (3 Laufe)Codestral-22B-v0.1Devstral-Small-2507 - 142,8 tok/s Generation, 3.292 tok/s Prefill, TTFT 6.286 ms (3 Laufe)Devstral-Small-2507Devstral-Small-2-24B-Instruct-2512 - 141,8 tok/s Generation, 2.602 tok/s Prefill, TTFT 6.262 ms (3 Laufe)Devstral-Small-2-24B-...Magistral-Small-2509 - 135,4 tok/s Generation, 1.865 tok/s Prefill, TTFT 6.644 ms (3 Laufe)Magistral-Small-2509Mistral-Small-3.1-24B-Instruct-2503 - 133,1 tok/s Generation, 2.443 tok/s Prefill, TTFT 5.785 ms (3 Laufe)Mistral-Small-3.1-24B...Qwen3.8-27B - 117,4 tok/s Generation, 1.108 tok/s Prefill, TTFT 9.445 ms (3 Laufe)Qwen3.8-27BOpenReasoning-Nemotron-32B - 116,5 tok/s Generation, 1.436 tok/s Prefill, TTFT 9.525 ms (3 Laufe)OpenReasoning-Nemotro...Qwen2.5-32B-Instruct-AWQ - 116,3 tok/s Generation, 1.438 tok/s Prefill, TTFT 9.543 ms (3 Laufe)Qwen2.5-32B-Instruct-...Seed-OSS-36B-Instruct - 115,7 tok/s Generation, 966 tok/s Prefill, TTFT 12.053 ms (3 Laufe)Seed-OSS-36B-InstructQwen2.5-Coder-32B-Instruct - 115,0 tok/s Generation, 1.467 tok/s Prefill, TTFT 9.524 ms (3 Laufe)Qwen2.5-Coder-32B-Ins...Qwen3.6-27B - 99,7 tok/s Generation, 1.092 tok/s Prefill, TTFT 9.490 ms (3 Laufe)Qwen3.6-27B
Qwen3-0.6B 561,4 tok/sQwen3-1.7B 492,7 tok/sgemma-4-E2B-it 427,8 tok/sLlama-3.2-3B-Instruct 397,2 tok/sQwen2.5-3B-Instruct 364,1 tok/sNemotron-3-Nano-4B 344,9 tok/sQwen3-4B 325,2 tok/sgpt-oss-20b 323,6 tok/sNemotron-Cascade-2-30B-A3B 295,2 tok/sNemotron-3-Nano-30B-A3B 294,4 tok/sLaguna-XS-2.1 288,8 tok/sNemotron-3.5-Lightning-30B-A3B 283,5 tok/sgemma-4-E4B-it 277,5 tok/sNorth-Mini-Code-1.0 275,3 tok/sMeta-Llama-3.1-8B-Instruct 258,8 tok/sQwen2.5-7B-Instruct 250,6 tok/sQwen3-Coder-30B-A3B-Instruct 250,2 tok/sOrnith-1.0-9B 248,7 tok/sQwen3-30B-A3B-Instruct-2507 240,2 tok/sQwen3-30B-A3B-Thinking-2507 238,8 tok/sHuihui-Qwen3-VL-30B-A3B-Instruct-abliterated 233,4 tok/sQwen3-VL-30B-A3B-Instruct 233,2 tok/sQwen3.6-35B-A3B 225,9 tok/sOrnith-1.5-35B-A3B 215,5 tok/sQwen3.5-35B-A3B 210,1 tok/sQwen-AgentWorld-35B-A3B 198,8 tok/sOrnith-1.5-9B 197,0 tok/sQwen3.8-Flash-Next 196,2 tok/sMinistral-3-14B-Reasoning-2512 193,4 tok/sgemma-4-12B-it 188,8 tok/sMuse-Glimmer-30B 171,8 tok/sCodestral-22B-v0.1 145,3 tok/sDevstral-Small-2507 142,8 tok/sDevstral-Small-2-24B-Instruct-2512 141,8 tok/sMagistral-Small-2509 135,4 tok/sMistral-Small-3.1-24B-Instruct-2503 133,1 tok/sQwen3.8-27B 117,4 tok/sOpenReasoning-Nemotron-32B 116,5 tok/sQwen2.5-32B-Instruct-AWQ 116,3 tok/sSeed-OSS-36B-Instruct 115,7 tok/sQwen2.5-Coder-32B-Instruct 115,0 tok/sQwen3.6-27B 99,7 tok/s

Processors on this board

CPUAMD Ryzen 3 3100 4-Core ProcessorAMD · 120 Läufe561,4 tok/s CPUAMD Ryzen 3 PRO 3200GE w/ Radeon Vega GraphicsAMD · 35 Läufe361,8 tok/s

Graphics cards on this board

GPUAMD Radeon AI PRO R9700AMD · 120 Läufe561,4 tok/s GPUNVIDIA Tesla V100 PCIe 32GBNVIDIA · 35 Läufe361,8 tok/s

Tested models

MQwen3-0.6B0.6BQwen (Alibaba) · 3 Läufe MQwen3-1.7B1.7BQwen (Alibaba) · 3 Läufe Mgemma-4-E2B-it5BGoogle · 9 Läufe MLlama-3.2-3B-Instruct3BMeta · 3 Läufe MQwen2.5-3B-Instruct3BQwen (Alibaba) · 3 Läufe MNemotron-3-Nano-4B4BNVIDIA · 3 Läufe MQwen3-4B4BQwen (Alibaba) · 3 Läufe Mgpt-oss-20b20BOpenAI · 6 Läufe MNemotron-Cascade-2-30B-A3B30BNVIDIA · 3 Läufe MNemotron-3-Nano-30B-A3B30BNVIDIA · 3 Läufe MLaguna-XS-2.1Poolside · 3 Läufe MNemotron-3.5-Lightning-30B-A3B30BNVIDIA · 3 Läufe Mgemma-4-E4B-it8BGoogle · 3 Läufe MNorth-Mini-Code-1.0Cohere · 3 Läufe MMeta-Llama-3.1-8B-Instruct8BMeta · 6 Läufe MQwen2.5-7B-Instruct7BQwen (Alibaba) · 3 Läufe MQwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) · 3 Läufe MOrnith-1.0-9B9BDeepReinforce · 6 Läufe MQwen3-30B-A3B-Instruct-250730BQwen (Alibaba) · 3 Läufe MQwen3-30B-A3B-Thinking-250730BQwen (Alibaba) · 3 Läufe MHuihui-Qwen3-VL-30B-A3B-Instruct-abliterated30BQwen (Alibaba) · 3 Läufe MQwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) · 3 Läufe MQwen3.6-35B-A3B35BQwen (Alibaba) · 6 Läufe MOrnith-1.5-35B-A3B35BDeepReinforce · 3 Läufe MQwen3.5-35B-A3B35BQwen (Alibaba) · 3 Läufe MQwen-AgentWorld-35B-A3B35BQwen (Alibaba) · 3 Läufe MOrnith-1.5-9B9BDeepReinforce · 3 Läufe MQwen3.8-Flash-Next180BQwen (Alibaba) · 5 Läufe MMinistral-3-14B-Reasoning-251214BMistral AI · 6 Läufe Mgemma-4-12B-it12BGoogle · 9 Läufe MMuse-Glimmer-30B30BMeta · 3 Läufe MCodestral-22B-v0.122BMistral AI · 3 Läufe MDevstral-Small-250724BMistral AI · 3 Läufe MDevstral-Small-2-24B-Instruct-251224BMistral AI · 3 Läufe MMagistral-Small-250924BMistral AI · 3 Läufe MMistral-Small-3.1-24B-Instruct-250324BMistral AI · 3 Läufe MQwen3.8-27B27BQwen (Alibaba) · 3 Läufe MOpenReasoning-Nemotron-32B32BNVIDIA · 3 Läufe MQwen2.5-32B-Instruct-AWQ32BQwen (Alibaba) · 3 Läufe MSeed-OSS-36B-Instruct36BByteDance Seed · 3 Läufe MQwen2.5-Coder-32B-Instruct32BQwen (Alibaba) · 3 Läufe MQwen3.6-27B27BQwen (Alibaba) · 3 Läufe
Throughput & latency

Performancebenchmark

80 veroeffentlichte Performance-Läufe auf ASUSTeK COMPUTER INC. ROG STRIX X570-F GAMING.

In the leaderboard →
Metric:
Size
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
561,43 tok/s TG
Prefill 27.407 · TTFT 973 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
2Qwen3-1.7B1.7BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
492,68 tok/s TG
Prefill 18.535 · TTFT 1.471 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
3Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
449,35 tok/s TG
Prefill 21.718 · TTFT 571 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
4gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
427,76 tok/s TG
Prefill 8.456 · TTFT 2.403 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
5Llama-3.2-3B-Instruct3BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
397,16 tok/s TG
Prefill 14.911 · TTFT 2.001 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
6Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
364,13 tok/s TG
Prefill 15.658 · TTFT 1.918 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
7gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
361,84 tok/s TG
Prefill 7.233 · TTFT 2.750 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
8gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
353,85 tok/s TG
Prefill 4.758 · TTFT 4.353 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
9Nemotron-3-Nano-4B4BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
344,85 tok/s TG
Prefill 4.759 · TTFT 5.325 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
10Qwen3-4B4BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
325,24 tok/s TG
Prefill 9.520 · TTFT 2.933 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
11gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
323,59 tok/s TG
Prefill 5.090 · TTFT 3.955 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliMXFP4Details →
12Qwen3-1.7B1.7BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
320,89 tok/s TG
Prefill 13.760 · TTFT 902 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
13Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
295,16 tok/s TG
Prefill 4.265 · TTFT 6.027 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
14Nemotron-3-Nano-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
294,37 tok/s TG
Prefill 4.193 · TTFT 6.057 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
15Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
289,42 tok/s TG
Prefill 10.849 · TTFT 1.212 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
16Laguna-XS-2.1Poolside Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
288,80 tok/s TG
Prefill 4.736 · TTFT 6.808 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
17Nemotron-3.5-Lightning-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
283,50 tok/s TG
Prefill 4.190 · TTFT 6.068 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
18gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
277,51 tok/s TG
Prefill 4.348 · TTFT 4.623 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
19gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
275,62 tok/s TG
Prefill 6.734 · TTFT 1.481 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
20North-Mini-Code-1.0Cohere Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
275,30 tok/s TG
Prefill 4.383 · TTFT 5.205 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
21gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
273,22 tok/s TG
Prefill 7.074 · TTFT 1.399 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
22Llama-3.2-3B-Instruct3BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
261,48 tok/s TG
Prefill 13.512 · TTFT 1.061 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
23Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
258,77 tok/s TG
Prefill 9.631 · TTFT 3.487 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
24gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
255,41 tok/s TG
Prefill 6.332 · TTFT 1.575 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
25Qwen2.5-7B-Instruct7BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
250,57 tok/s TG
Prefill 9.085 · TTFT 3.442 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
26Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
250,18 tok/s TG
Prefill 7.760 · TTFT 4.096 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
27Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
248,72 tok/s TG
Prefill 3.178 · TTFT 5.437 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
28Nemotron-3-Nano-4B4BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
247,85 tok/s TG
Prefill 2.967 · TTFT 3.756 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
29gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
242,43 tok/s TG
Prefill 4.599 · TTFT 2.157 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliMXFP4Details →
30Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
240,22 tok/s TG
Prefill 7.577 · TTFT 4.168 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
31Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
238,79 tok/s TG
Prefill 5.303 · TTFT 5.204 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
32Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
233,40 tok/s TG
Prefill 7.121 · TTFT 4.462 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
33Qwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
233,22 tok/s TG
Prefill 6.992 · TTFT 4.523 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
34Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
227,38 tok/s TG
Prefill 13.749 · TTFT 177 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
35Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
225,93 tok/s TG
Prefill 1.021 · TTFT 8.456 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
36Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
216,62 tok/s TG
Prefill 1.136 · TTFT 15.201 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
37Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
216,61 tok/s TG
Prefill 2.963 · TTFT 3.827 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
38Nemotron-3-Nano-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
215,49 tok/s TG
Prefill 2.912 · TTFT 3.858 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
39Ornith-1.5-35B-A3B35BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
215,46 tok/s TG
Prefill 3.907 · TTFT 5.778 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
40Nemotron-3.5-Lightning-30B-A3B30BNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
213,81 tok/s TG
Prefill 3.032 · TTFT 3.678 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
41Qwen3-4B4BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
212,67 tok/s TG
Prefill 6.514 · TTFT 1.882 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
42Qwen3.5-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
210,14 tok/s TG
Prefill 4.085 · TTFT 5.519 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
43gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
206,60 tok/s TG
Prefill 3.450 · TTFT 2.889 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
44Qwen3-Coder-30B-A3B-Instruct30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
199,14 tok/s TG
Prefill 5.601 · TTFT 2.464 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
45Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
198,77 tok/s TG
Prefill 4.023 · TTFT 5.609 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
46Qwen-AgentWorld-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
198,76 tok/s TG
Prefill 3.994 · TTFT 5.630 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
47Ornith-1.5-9B9BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
196,95 tok/s TG
Prefill 4.698 · TTFT 4.796 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
48Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
196,16 tok/s TG
Prefill 860 · TTFT 118.321 ms
10×NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAMstratagodclawIQ3_XXSDetails →
49Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
193,56 tok/s TG
Prefill 3.011 · TTFT 2.862 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
50Qwen3-30B-A3B-Thinking-250730BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
193,52 tok/s TG
Prefill 3.923 · TTFT 3.136 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
51Ministral-3-14B-Reasoning-251214BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
193,37 tok/s TG
Prefill 4.316 · TTFT 6.560 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
52Laguna-XS-2.1Poolside Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
193,11 tok/s TG
Prefill 3.767 · TTFT 3.939 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
53Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
192,64 tok/s TG
Prefill 5.318 · TTFT 2.482 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
54Qwen3-VL-30B-A3B-Instruct30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
189,78 tok/s TG
Prefill 4.641 · TTFT 2.817 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
55gemma-4-12B-it12BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
188,76 tok/s TG
Prefill 629 · TTFT 31.617 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
56Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated30BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
188,69 tok/s TG
Prefill 4.792 · TTFT 2.726 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
57gemma-4-12B-it12BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
186,18 tok/s TG
Prefill 1.748 · TTFT 10.113 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
58North-Mini-Code-1.0Cohere Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
182,28 tok/s TG
Prefill 3.436 · TTFT 3.015 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
59gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
176,12 tok/s TG
Prefill 3.846 · TTFT 2.574 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
60Muse-Glimmer-30B30BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
171,83 tok/s TG
Prefill 1.188 · TTFT 16.950 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
61Qwen2.5-7B-Instruct7BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
168,09 tok/s TG
Prefill 6.490 · TTFT 2.083 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
62Ornith-1.5-35B-A3B35BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
166,21 tok/s TG
Prefill 2.966 · TTFT 3.382 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
63Qwen-AgentWorld-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
159,65 tok/s TG
Prefill 3.083 · TTFT 3.258 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
64Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
159,14 tok/s TG
Prefill 3.065 · TTFT 3.273 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
65Qwen3.5-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
157,95 tok/s TG
Prefill 3.108 · TTFT 3.229 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
66Qwen3-1.7B1.7BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
156,39 tok/s TG
Prefill 9.842 · TTFT 248 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
67Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
151,97 tok/s TG
Prefill 7.125 · TTFT 2.029 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
68Codestral-22B-v0.122BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
145,30 tok/s TG
Prefill 1.554 · TTFT 19.578 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
69Devstral-Small-250724BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
142,79 tok/s TG
Prefill 4.374 · TTFT 10.633 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
70Devstral-Small-2-24B-Instruct-251224BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
141,77 tok/s TG
Prefill 3.307 · TTFT 10.899 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
71gemma-4-12B-it12BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
139,86 tok/s TG
Prefill 1.753 · TTFT 5.039 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
72Ornith-1.5-9B9BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
139,16 tok/s TG
Prefill 3.596 · TTFT 2.796 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
73gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
138,88 tok/s TG
Prefill 2.354 · TTFT 9.328 ms
10×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
74Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
137,92 tok/s TG
Prefill 818 · TTFT 45.184 ms
5×NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAMstratagodclawIQ3_XXSDetails →
75Magistral-Small-250924BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
135,40 tok/s TG
Prefill 2.502 · TTFT 11.327 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
76Mistral-Small-3.1-24B-Instruct-250324BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
133,08 tok/s TG
Prefill 3.434 · TTFT 9.975 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
77gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
132,28 tok/s TG
Prefill 2.178 · TTFT 988 ms
1×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
78gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
128,96 tok/s TG
Prefill 4.924 · TTFT 402 ms
1×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ4_K_MDetails →
79Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
122,55 tok/s TG
Prefill 5.151 · TTFT 2.489 ms
5×NVIDIA Tesla V100 PCIe 32GBAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 61 GB RAMllama.cppgodclawQ8_0Details →
80gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
120,65 tok/s TG
Prefill 3.944 · TTFT 501 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliMXFP4Details →
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