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Mainboard

Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series)

Other1 CPU85 Benchmarks
CPUs
1
Modelle
20
Benchmarks
85
Beste Generation
1.564,6 tok/s
🏆
Qwen3.8-Flash-Next läuft am schnellsten auf diesem Board · 1.564,6 tok/s
16 Modelle mit Performance-Daten getestet

Top-Modelle nach Token-Generierung

Bester gemessener Generierungs-Durchsatz je Modell auf Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series) (tok/s) – klicken für Leaderboard-Filter.

Qwen3.8-Flash-Next180B
1.564,6 tok/s
Ornith-1.0-9B9B
1.100,7 tok/s
Kolibri-178.1B
1.044,4 tok/s
gemma-4-12B-it12B
861,4 tok/s
gemma-4-E2B-it5B
826,2 tok/s
Ling-3.0-flash127.5B
697,4 tok/s
gemma-4-E4B-it8B
474,8 tok/s
Qwen3.6-35B-A3B35B
124,5 tok/s
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Modell-Vergleich

Getestete Modelle im Vergleich

Jede Blase ist ein Modell auf Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series) – Position: Prompt-Verarbeitung (X) × Ausgabe-Geschwindigkeit (Y), Blasengröße: Anzahl Messläufe. Naeher an der oberen rechten Ecke = schneller.

MODnach Modell

2.0341.5251.0175080,0014.21428.42842.641Prefill (tok/s)Generation (tok/s)Qwen3.8-Flash-Next - 1.564,6 tok/s Generation, 2.312 tok/s Prefill, TTFT 17.248 ms (6 Laufe)Qwen3.8-Flash-NextNVIDIA-Nemotron-3.5-Super-VL-120B-A12B - 1.562,3 tok/s Generation, 2.065 tok/s Prefill, TTFT 17.642 ms (3 Laufe)NVIDIA-Nemotron-3.5-S...Ornith-1.0-9B - 1.100,7 tok/s Generation, 8.887 tok/s Prefill, TTFT 13.665 ms (8 Laufe)Ornith-1.0-9BKolibri-1 - 1.044,4 tok/s Generation, 34.389 tok/s Prefill, TTFT 192 ms (12 Laufe)Kolibri-1gemma-4-12B-it - 861,4 tok/s Generation, 11.947 tok/s Prefill, TTFT 962 ms (3 Laufe)gemma-4-12B-itgemma-4-E2B-it - 826,2 tok/s Generation, 2.623 tok/s Prefill, TTFT 7.541 ms (3 Laufe)gemma-4-E2B-itLing-3.0-flash - 697,4 tok/s Generation, 11.782 tok/s Prefill, TTFT 992 ms (3 Laufe)Ling-3.0-flashgemma-4-E4B-it - 474,8 tok/s Generation, 1.442 tok/s Prefill, TTFT 12.922 ms (3 Laufe)gemma-4-E4B-itNemotron-Cascade-2-30B-A3B - 219,6 tok/s Generation, 1.631 tok/s Prefill, TTFT 7.274 ms (6 Laufe)Nemotron-Cascade-2-30...Qwen3-30B-A3B-Instruct-2507 - 143,6 tok/s Generation, 1.123 tok/s Prefill, TTFT 2.220 ms (3 Laufe)Qwen3-30B-A3B-Instruc...Qwen3.6-35B-A3B - 124,5 tok/s Generation, 578 tok/s Prefill, TTFT 5.272 ms (7 Laufe)Qwen3.6-35B-A3BMeta-Llama-3.1-8B-Instruct - 66,4 tok/s Generation, 860 tok/s Prefill, TTFT 2.539 ms (2 Laufe)Meta-Llama-3.1-8B-Ins...Magistral-Small-2509 - 37,9 tok/s Generation, 43 tok/s Prefill, TTFT 65.064 ms (3 Laufe)Magistral-Small-2509gpt-oss-120b - 32,4 tok/s Generation, 47 tok/s Prefill, TTFT 184.310 ms (3 Laufe)gpt-oss-120bCodestral-22B-v0.1 - 23,6 tok/s Generation, 300 tok/s Prefill, TTFT 7.630 ms (2 Laufe)Codestral-22B-v0.1GLM-4.5-Air - 18,8 tok/s Generation, 730 tok/s Prefill, TTFT 15.676 ms (3 Laufe)GLM-4.5-Aircommand-a-reasoning-08-2025 - 0,0 tok/s Generation, 5 tok/s Prefill, TTFT 485.856 ms (1 Lauf)command-a-reasoning-0...
Qwen3.8-Flash-Next 1.564,6 tok/sNVIDIA-Nemotron-3.5-Super-VL-120B-A12B 1.562,3 tok/sOrnith-1.0-9B 1.100,7 tok/sKolibri-1 1.044,4 tok/sgemma-4-12B-it 861,4 tok/sgemma-4-E2B-it 826,2 tok/sLing-3.0-flash 697,4 tok/sgemma-4-E4B-it 474,8 tok/sNemotron-Cascade-2-30B-A3B 219,6 tok/sQwen3-30B-A3B-Instruct-2507 143,6 tok/sQwen3.6-35B-A3B 124,5 tok/sMeta-Llama-3.1-8B-Instruct 66,4 tok/sMagistral-Small-2509 37,9 tok/sgpt-oss-120b 32,4 tok/sCodestral-22B-v0.1 23,6 tok/sGLM-4.5-Air 18,8 tok/scommand-a-reasoning-08-2025 0,0 tok/s

Getestete Modelle

Durchsatz & Latenz

Performancebenchmark

66 veroeffentlichte Performance-Läufe auf Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series).

Im Leaderboard →
Messwert:
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#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.564,61 tok/s TG
Prefill 2.600 · TTFT 34.894 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMstratagodclawUD-Q4_K_XL
2NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.562,27 tok/s TG
Prefill 2.593 · TTFT 34.854 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
3Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.555,31 tok/s TG
Prefill 2.655 · TTFT 34.751 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppgodclawUD-Q4_K_XL
4Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
1.100,69 tok/s TG
Prefill 27.110 · TTFT 739 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawFP8
5Kolibri-178.1BAleph Alpha PerformancebenchmarkKolibri Prefill-Decode 1024-256 - Summenraten C1 C5 C10 V1
1.044,38 tok/s TG
Prefill 38.866 · TTFT 388 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMserverphasetimingNVFP4
6Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
902,92 tok/s TG
Prefill - · TTFT 227 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0FP8
7gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
861,40 tok/s TG
Prefill 15.615 · TTFT 1.677 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawAWQ
8Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
846,62 tok/s TG
Prefill - · TTFT 238 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0
9Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
833,03 tok/s TG
Prefill - · TTFT 213 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0NVFP4
10gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
826,24 tok/s TG
Prefill 3.229 · TTFT 15.223 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
11Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
804,23 tok/s TG
Prefill 2.435 · TTFT 15.796 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppgodclawUD-Q4_K_XL
12NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
795,03 tok/s TG
Prefill 2.378 · TTFT 15.951 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
13Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
783,55 tok/s TG
Prefill 2.459 · TTFT 15.907 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMstratagodclawUD-Q4_K_XL
14Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
697,38 tok/s TG
Prefill 14.373 · TTFT 1.721 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
15Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
626,30 tok/s TG
Prefill - · TTFT 165 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0FP8
16Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
608,35 tok/s TG
Prefill 23.343 · TTFT 414 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawFP8
17Kolibri-178.1BAleph Alpha PerformancebenchmarkKolibri Prefill-Decode 1024-256 - Summenraten C1 C5 C10 V1
589,64 tok/s TG
Prefill 43.711 · TTFT 223 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMserverphasetimingNVFP4
18Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
569,97 tok/s TG
Prefill - · TTFT 160 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0
19gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
543,78 tok/s TG
Prefill 12.359 · TTFT 959 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawAWQ
20Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
490,51 tok/s TG
Prefill - · TTFT 177 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0NVFP4
21gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
474,76 tok/s TG
Prefill 1.760 · TTFT 26.540 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
22gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
436,25 tok/s TG
Prefill 3.526 · TTFT 5.370 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
23Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
417,52 tok/s TG
Prefill 12.747 · TTFT 959 ms
5×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
24Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
351,55 tok/s TG
Prefill 1.164 · TTFT 38.427 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
25Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
333,12 tok/s TG
Prefill 1.168 · TTFT 37.996 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
26gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
267,65 tok/s TG
Prefill 1.544 · TTFT 9.962 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
27Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
219,59 tok/s TG
Prefill 2.273 · TTFT 11.329 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
28Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,63 tok/s TG
Prefill 993 · TTFT 14.781 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
29Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
198,55 tok/s TG
Prefill 1.000 · TTFT 14.742 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
30Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
190,25 tok/s TG
Prefill 1.859 · TTFT 13.867 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
31Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
171,47 tok/s TG
Prefill - · TTFT 98 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0FP8
32Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
168,71 tok/s TG
Prefill - · TTFT 160 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0
33Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
164,58 tok/s TG
Prefill 1.951 · TTFT 1.010 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppgodclawUD-Q4_K_XL
34NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
158,32 tok/s TG
Prefill 1.225 · TTFT 2.121 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
35Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
158,06 tok/s TG
Prefill 1.772 · TTFT 1.128 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMstratagodclawUD-Q4_K_XL
36Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
157,50 tok/s TG
Prefill 1.715 · TTFT 6.606 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
37Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
156,26 tok/s TG
Prefill 1.343 · TTFT 8.459 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
38Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
143,56 tok/s TG
Prefill 1.267 · TTFT 4.040 ms
10×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
39Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
140,06 tok/s TG
Prefill 1.284 · TTFT 1.994 ms
5×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
40Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
138,75 tok/s TG
Prefill 1.439 · TTFT 1.508 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
41gemma-4-E2B-it5BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
134,26 tok/s TG
Prefill 1.113 · TTFT 2.031 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
42Kolibri-178.1BAleph Alpha PerformancebenchmarkKolibri Prefill-Decode 1024-256 - Summenraten C1 C5 C10 V1
133,13 tok/s TG
Prefill 20.590 · TTFT 106 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMserverphasetimingNVFP4
43Kolibri-178.1BAleph Alpha PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
130,86 tok/s TG
Prefill - · TTFT 155 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclaw 0.29.0NVFP4
44Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
130,73 tok/s TG
Prefill 15.397 · TTFT 126 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawFP8
45Ling-3.0-flash127.5BinclusionAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
127,28 tok/s TG
Prefill 8.225 · TTFT 296 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawNVFP4
46gemma-4-12B-it12BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
126,12 tok/s TG
Prefill 7.867 · TTFT 251 ms
1×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawAWQ
47Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
124,52 tok/s TG
Prefill 1.096 · TTFT 2.336 ms
5×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
48Nemotron-Cascade-2-30B-A3B30BNVIDIA PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
120,01 tok/s TG
Prefill 1.155 · TTFT 1.875 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppgodclawIQ4_XS
49Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
105,04 tok/s TG
Prefill 1.089 · TTFT 4.703 ms
10×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
50gemma-4-E4B-it8BGoogle PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
84,70 tok/s TG
Prefill 1.022 · TTFT 2.264 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
51Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
82,07 tok/s TG
Prefill 383 · TTFT 4.502 ms
5×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cliQ4_K_M
52Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
78,10 tok/s TG
Prefill 816 · TTFT 627 ms
1×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
53Ornith-1.0-9B9BDeepReinforce PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
70,84 tok/s TG
Prefill 920 · TTFT 2.098 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
54Meta-Llama-3.1-8B-Instruct8BMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
66,43 tok/s TG
Prefill 898 · TTFT 2.781 ms
1×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
55Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
62,18 tok/s TG
Prefill 592 · TTFT 865 ms
1×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ4_K_M
56Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
54,23 tok/s TG
Prefill 357 · TTFT 14.331 ms
10×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ8_0
57Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
51,58 tok/s TG
Prefill 348 · TTFT 7.358 ms
5×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ8_0
58Meta-Llama-3.1-8B-Instruct8BMeta PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
42,11 tok/s TG
Prefill 821 · TTFT 2.298 ms
1×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMopenclaw_cli
59Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
37,94 tok/s TG
Prefill 70 · TTFT 161.804 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
60gpt-oss-120b120BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
32,41 tok/s TG
Prefill 50 · TTFT 226.449 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
61gpt-oss-120b120BOpenAI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
26,57 tok/s TG
Prefill 50 · TTFT 276.964 ms
10×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
62Qwen3.6-35B-A3B35BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
25,68 tok/s TG
Prefill 182 · TTFT 2.809 ms
1×Intel Arc Pro B70 iAMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cli batched-bench SYCLQ8_0
63Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,64 tok/s TG
Prefill 281 · TTFT 6.718 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cliQ4_K_M
64Codestral-22B-v0.122BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
23,18 tok/s TG
Prefill 319 · TTFT 8.542 ms
1×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 61 GB RAMllama.cppopenclaw_cliQ4_K_M
65GLM-4.5-Air106BZ.ai (Zhipu) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
18,75 tok/s TG
Prefill 987 · TTFT 26.527 ms
10×NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMgodclawFP8
66Magistral-Small-250924BMistral AI PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
17,72 tok/s TG
Prefill 45 · TTFT 32.857 ms
5×Intel Arc Pro B70AMD Ryzen 9 7945HX with Radeon Graphics · 29 GB RAMllama.cppopenclaw_cliQ4_K_M
Agent- & Chat-Bewertung

Harnessbenchmark

14 veroeffentlichte Harness-Läufe auf Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series).

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#Modell / HerstellerMesswerteGPU / CPU / RAMRuntime
1Kolibri-178.1BAleph Alpha HarnessbenchmarkOffice Agentic Work 100 - Tool Usage V1
100 Pkt
100,0% · 100/100 Aufg. · 547,7 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMofficeagentic100NVFP4
2Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) HarnessbenchmarkDecision-Benchmark V 1.0
200 Pkt
100,0% · 200/200 Aufg. · 57,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMBuzzwordTrainAWQ
3Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) HarnessbenchmarkDecision-Benchmark V 1.0
200 Pkt
100,0% · 200/200 Aufg. · 36,2 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMvllmAWQ
4Open-Jev-27B-v1.127BZefan Cai / Open-Jev HarnessbenchmarkDecision-Benchmark V 1.0
200 Pkt
100,0% · 200/200 Aufg. · 75,5 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMpytorchpytorchBF16
5Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 210 V1.0
207 Pkt
98,6% · 207/210 Aufg. · 1.080,2 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic210 0.29.0FP8
6Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) HarnessbenchmarkDecision-Benchmark High V 1.0
193 Pkt
96,5% · 193/200 Aufg. · 3.667,6 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMvllmAWQ
7Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0
289 Pkt
93,2% · 289/310 Aufg. · 2.504,7 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic310 0.29.0FP8
8Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0
283 Pkt
91,3% · 283/310 Aufg. · 2.384,4 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic310 0.29.0NVFP4
9Nemotron-Cascade-2-30B-A3B30BNVIDIA HarnessbenchmarkDecision-Benchmark V 1.0
159 Pkt
79,5% · 159/200 Aufg. · 35,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMvllmAWQ
10Laya0.4BConvai Innovations HarnessbenchmarkDecision-Benchmark V 1.0
122 Pkt
61,0% · 122/200 Aufg. · 14,1 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMpytorchpytorch
11Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 210 V1.0
108 Pkt
51,4% · 108/210 Aufg. · 72,1 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic210 0.29.0FP8
12Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) HarnessbenchmarkDecision-Benchmark High V 1.0
87 Pkt
43,5% · 87/200 Aufg. · 19,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMvllmAWQ
13Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0
119 Pkt
38,4% · 119/310 Aufg. · 87,9 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic310 0.29.0NVFP4
14Kolibri-178.1BAleph Alpha HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0
115 Pkt
37,1% · 115/310 Aufg. · 99,6 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMvLLMdeterministic310 0.29.0FP8

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