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Processor

AMD Ryzen 9 7945HX with Radeon Graphics

AMD
113Benchmarks
22Models
99Performance
14Harness
Best generation
1.564,6 tok/s
Qwen3.8-Flash-Next
∅ Generation
255,9 tok/s
Schnitt aus 99 Läufen
Best prefill
43.711 tok/s
Prompt processing
Best TTFT
98 ms
Time to First Token
Best harness rate
100%
14 Harness-Läufe
🏆
Qwen3.8-Flash-Next läuft am schnellsten auf dieser CPU · 1.564,6 tok/s
Bester Prefill: 43.711 tok/s · 22 Modelle getestet

Top models

Bester gemessener Durchsatz je Modell auf AMD Ryzen 9 7945HX with Radeon Graphics – umschaltbar nach Generation, Prefill oder Kombiwert.

Qwen3.8-Flash-Next180B
1.564,6 tok/s
NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120B
1.562,3 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
Nemotron-Cascade-2-30B-A3B30B
219,6 tok/s
Qwen3-30B-A3B-Instruct-250730B
143,6 tok/s
Performance profile

Durchsatz auf AMD Ryzen 9 7945HX 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

2.0261.5191.0135060,0014.18628.37142.557Prefill (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, 7.965 tok/s Prefill, TTFT 14.021 ms (9 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, 9.037 tok/s Prefill, TTFT 8.852 ms (4 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, 1.110 tok/s Prefill, TTFT 13.204 ms (6 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, 644 tok/s Prefill, TTFT 5.683 ms (6 Laufe)Qwen3.6-35B-A3Bgpt-oss-20b - 111,1 tok/s Generation, 646 tok/s Prefill, TTFT 16.076 ms (3 Laufe)gpt-oss-20bMeta-Llama-3.1-8B-Instruct - 67,6 tok/s Generation, 869 tok/s Prefill, TTFT 6.767 ms (3 Laufe)Meta-Llama-3.1-8B-Ins...Ministral-3-14B-Reasoning-2512 - 41,5 tok/s Generation, 476 tok/s Prefill, TTFT 25.832 ms (1 Lauf)Ministral-3-14B-Reaso...
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/sgpt-oss-20b 111,1 tok/sMeta-Llama-3.1-8B-Instruct 67,6 tok/sMinistral-3-14B-Reasoning-2512 41,5 tok/s

ENGnach Engine

1.8251.5651.3041.044784010.67221.34432.016Prefill (tok/s)Generation (tok/s)strata - 1.564,6 tok/s Generation, 2.277 tok/s Prefill, TTFT 17.310 ms (3 Laufe)stratavLLM - 1.562,3 tok/s Generation, 11.936 tok/s Prefill, TTFT 2.936 ms (21 Laufe)vLLMllama.cpp - 1.555,3 tok/s Generation, 1.223 tok/s Prefill, TTFT 12.182 ms (40 Laufe)llama.cppunbekannt - 1.044,4 tok/s Generation, 25.997 tok/s Prefill, TTFT 754 ms (4 Laufe)unbekannt
strata 1.564,6 tok/svLLM 1.562,3 tok/sllama.cpp 1.555,3 tok/sunbekannt 1.044,4 tok/s

GPUnach Grafikkarte

2.0121.5091.0065030,005.08410.16715.251Prefill (tok/s)Generation (tok/s)NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition - 1.564,6 tok/s Generation, 12.394 tok/s Prefill, TTFT 5.529 ms (30 Laufe)NVIDIA RTX PRO 6000 B...Intel Arc Pro B70 - 826,2 tok/s Generation, 1.200 tok/s Prefill, TTFT 9.785 ms (22 Laufe)Intel Arc Pro B70NVIDIA GeForce RTX 5070 Ti - 219,6 tok/s Generation, 1.631 tok/s Prefill, TTFT 7.274 ms (6 Laufe)NVIDIA GeForce RTX 50...NVIDIA Tesla P100 PCIe 16GB - 111,1 tok/s Generation, 653 tok/s Prefill, TTFT 17.913 ms (10 Laufe)NVIDIA Tesla P100 PCI...
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 1.564,6 tok/sIntel Arc Pro B70 826,2 tok/sNVIDIA GeForce RTX 5070 Ti 219,6 tok/sNVIDIA Tesla P100 PCIe 16GB 111,1 tok/s
Platform

Mainboards with this CPU

Auf diesen Boards wurde AMD Ryzen 9 7945HX with Radeon Graphics gemessen – anklicken für Board-Details mit CPUs und Modellen.

🧮Shenzhen Meigao Electronic Equipment Co.,Ltd DRFXI (MotherBoard Series)Other · 20 Modelle · 85 Läufe · bis 1.564,6 tok/s→🧮Shenzhen Meigao Electronic Equipment Co.,Ltd F1FXM (DeskMini Series)Other · 11 Modelle · 28 Läufe · bis 111,1 tok/s→
Throughput & latency

Performancebenchmark

68 veroeffentlichte Performance-Läufe auf AMD Ryzen 9 7945HX with Radeon Graphics.

In the leaderboard →
Metric:
Size
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
2NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
3Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
4Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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 RAMvLLMgodclawFP8Details →
5Kolibri-178.1BAleph Alpha Performance benchmarkKolibri 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 RAMserverphasetimingNVFP4Details →
6Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0FP8Details →
7gemma-4-12B-it12BGoogle Performance benchmarkTimebench 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 RAMvLLMgodclawAWQDetails →
8Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0Details →
9Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0NVFP4Details →
10gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 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_MDetails →
11Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
12NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
13Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
14Ling-3.0-flash127.5BinclusionAI Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
15Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0FP8Details →
16Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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 RAMvLLMgodclawFP8Details →
17Kolibri-178.1BAleph Alpha Performance benchmarkKolibri 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 RAMserverphasetimingNVFP4Details →
18Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0Details →
19gemma-4-12B-it12BGoogle Performance benchmarkTimebench 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 RAMvLLMgodclawAWQDetails →
20Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0NVFP4Details →
21gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 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_MDetails →
22gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 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_MDetails →
23Ling-3.0-flash127.5BinclusionAI Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
24Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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_MDetails →
25Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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_MDetails →
26gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 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_MDetails →
27Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
28Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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_MDetails →
29Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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_MDetails →
30Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
31Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0FP8Details →
32Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0Details →
33Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
34NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120BNVIDIA Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
35Qwen3.8-Flash-Next180BQwen (Alibaba) Performance benchmarkTimebench 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_XLDetails →
36Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
37Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
38Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
39Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
40Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
41gemma-4-E2B-it5BGoogle Performance benchmarkTimebench 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_MDetails →
42Kolibri-178.1BAleph Alpha Performance benchmarkKolibri 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 RAMserverphasetimingNVFP4Details →
43Kolibri-178.1BAleph Alpha Performance benchmarkTimebench 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 0.29.0NVFP4Details →
44Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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 RAMvLLMgodclawFP8Details →
45Ling-3.0-flash127.5BinclusionAI Performance benchmarkTimebench 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 RAMvLLMgodclawNVFP4Details →
46gemma-4-12B-it12BGoogle Performance benchmarkTimebench 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 RAMvLLMgodclawAWQDetails →
47Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
48Nemotron-Cascade-2-30B-A3B30BNVIDIA Performance benchmarkTimebench 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_XSDetails →
49gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
111,12 tok/s TG
Prefill 616 · TTFT 16.066 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliMXFP4Details →
50gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
105,30 tok/s TG
Prefill 694 · TTFT 29.007 ms
10×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliMXFP4Details →
51Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
52gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
97,08 tok/s TG
Prefill 757 · TTFT 13.077 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
53gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 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_MDetails →
54Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
55Qwen3-30B-A3B-Instruct-250730BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
56Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 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_MDetails →
57Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
67,58 tok/s TG
Prefill 888 · TTFT 15.224 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
58Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 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_MDetails →
59Ornith-1.0-9B9BDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
64,46 tok/s TG
Prefill 592 · TTFT 16.869 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
60gpt-oss-20b20BOpenAI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
63,18 tok/s TG
Prefill 627 · TTFT 3.155 ms
1×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliMXFP4Details →
61Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_MDetails →
62gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
58,96 tok/s TG
Prefill 818 · TTFT 24.766 ms
10×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
63Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_0Details →
64Qwen3.6-35B-A3B35BQwen (Alibaba) Performance benchmarkTimebench 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_0Details →
65gemma-4-12B-it12BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
45,75 tok/s TG
Prefill 305 · TTFT 32.520 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
66gemma-4-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
43,23 tok/s TG
Prefill 758 · TTFT 2.613 ms
1×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
67Meta-Llama-3.1-8B-Instruct8BMeta Performance benchmarkTimebench 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_cliDetails →
68Ministral-3-14B-Reasoning-251214BMistral AI Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
41,46 tok/s TG
Prefill 476 · TTFT 25.832 ms
5×NVIDIA Tesla P100 PCIe 16GBAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
Agent & chat rating

Harnessbenchmark

12 veroeffentlichte Harness-Läufe auf AMD Ryzen 9 7945HX with Radeon Graphics.

In the leaderboard →
Metric:
Size
#Model / MakerMetricsGPU / CPU / RAMRuntime
1Kolibri-178.1BAleph Alpha Harness benchmarkOffice 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 RAMofficeagentic100NVFP4Details →
2Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) Harness benchmarkDecision-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 RAMvLLMBuzzwordTrainAWQDetails →
3Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) Harness benchmarkDecision-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 RAMvLLMvllmAWQDetails →
4Open-Jev-27B-v1.127BZefan Cai / Open-Jev Harness benchmarkDecision-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 RAMpytorchpytorchBF16Details →
5Kolibri-178.1BAleph Alpha Harness benchmarkKolibri-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 0.29.0FP8Details →
6Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) Harness benchmarkDecision-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 RAMvLLMvllmAWQDetails →
7Kolibri-178.1BAleph Alpha Harness benchmarkKolibri-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 0.29.0FP8Details →
8Kolibri-178.1BAleph Alpha Harness benchmarkKolibri-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 0.29.0NVFP4Details →
9Nemotron-Cascade-2-30B-A3B30BNVIDIA Harness benchmarkDecision-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 RAMvLLMvllmAWQDetails →
10Laya0.4BConvai Innovations Harness benchmarkDecision-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 RAMpytorchpytorchDetails →
11Kolibri-178.1BAleph Alpha Harness benchmarkKolibri-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 0.29.0FP8Details →
12Qwen3.6-35B-A3B-AWQ35BQwen (Alibaba) Harness benchmarkDecision-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 RAMvLLMvllmAWQDetails →

← All hardware

Technische Daten

Technische Daten – AMD Ryzen 9 7945HX with Radeon Graphics

HerstellerAMD
Best generation1.564,6 tok/s
Best prefill43.711 tok/s
Models22
Messläufe (Performance)99