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Qwen (Alibaba)

Qwen3.5-122B-A10B122B

Benchmark profile and published results.

MoE122B
Position in the field

Best values compared

Best metrics of this model against the minimum, average and maximum of all published systems.

Generation564,6 tok/s
Min 0,0Ø 246,3Max 2.491,2
Ueber dem Durchschnitt · 4020 Systeme im Feld
Prefill13.855 tok/s
Min 4Ø 4.707Max 55.260
Ueber dem Durchschnitt · 4020 Systeme im Feld
Time to First Token554 ms
Min 20Ø 34.223Max 535.235
Ueber dem Durchschnitt · 4018 Systeme im Feld
Performance profile

Throughput by hardware & engine

Each bubble is a GPU, CPU or engine – position shows prompt processing (X) and output speed (Y), bubble size the number of runs.

GPUby graphics card

7335493661830,001.2952.5893.884Prefill (tok/s)Generation (tok/s)NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition - 564,6 tok/s Generation, 2.824 tok/s Prefill, TTFT 9.370 ms (12 Laufe)NVIDIA RTX PRO 6000 B...AMD Radeon AI PRO R9700 - 168,6 tok/s Generation, 3.133 tok/s Prefill, TTFT 24.492 ms (9 Laufe)AMD Radeon AI PRO R97...AMD Radeon PRO W7900 Dual Slot - 96,5 tok/s Generation, 420 tok/s Prefill, TTFT 52.568 ms (9 Laufe)AMD Radeon PRO W7900 ...NVIDIA GeForce RTX 5070 Ti - 31,1 tok/s Generation, 94 tok/s Prefill, TTFT 168.001 ms (8 Laufe)NVIDIA GeForce RTX 50...NVIDIA GeForce RTX 3090 Ti - 24,9 tok/s Generation, 129 tok/s Prefill, TTFT 137.609 ms (3 Laufe)NVIDIA GeForce RTX 30...NVIDIA RTX PRO 6000 Blackwell Workstation Edition - 12,1 tok/s Generation, 71 tok/s Prefill, TTFT 105.658 ms (5 Laufe)NVIDIA RTX PRO 6000 B...NVIDIA GeForce RTX 5090 - 8,3 tok/s Generation, 72 tok/s Prefill, TTFT 99.190 ms (8 Laufe)NVIDIA GeForce RTX 50...NVIDIA GeForce RTX 2060 - 7,1 tok/s Generation, 8 tok/s Prefill, TTFT 236.831 ms (1 Lauf)NVIDIA GeForce RTX 20...
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 564,6 tok/sAMD Radeon AI PRO R9700 168,6 tok/sAMD Radeon PRO W7900 Dual Slot 96,5 tok/sNVIDIA GeForce RTX 5070 Ti 31,1 tok/sNVIDIA GeForce RTX 3090 Ti 24,9 tok/sNVIDIA RTX PRO 6000 Blackwell Workstation Edition 12,1 tok/sNVIDIA GeForce RTX 5090 8,3 tok/sNVIDIA GeForce RTX 2060 7,1 tok/s

CPUby processor

7335493661830,001.2952.5893.884Prefill (tok/s)Generation (tok/s)AMD Ryzen Threadripper PRO 9965WX 24-Cores - 564,6 tok/s Generation, 2.824 tok/s Prefill, TTFT 9.370 ms (12 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 7955WX 16-Cores - 168,6 tok/s Generation, 3.133 tok/s Prefill, TTFT 24.492 ms (9 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 5975WX 32-Cores - 96,5 tok/s Generation, 266 tok/s Prefill, TTFT 106.889 ms (17 Laufe)AMD Ryzen Threadrippe...AMD Ryzen 9 8945HX with Radeon Graphics - 24,9 tok/s Generation, 129 tok/s Prefill, TTFT 137.609 ms (3 Laufe)AMD Ryzen 9 8945HX wi...AMD Ryzen 9 9950X 16-Core Processor - 12,1 tok/s Generation, 71 tok/s Prefill, TTFT 105.658 ms (5 Laufe)AMD Ryzen 9 9950X 16-...AMD Ryzen 7 5800X3D 8-Core Processor - 8,3 tok/s Generation, 72 tok/s Prefill, TTFT 99.190 ms (8 Laufe)AMD Ryzen 7 5800X3D 8...Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 7,1 tok/s Generation, 8 tok/s Prefill, TTFT 236.831 ms (1 Lauf)Intel(R) Xeon(R) CPU ...
AMD Ryzen Threadripper PRO 9965WX 24-Cores 564,6 tok/sAMD Ryzen Threadripper PRO 7955WX 16-Cores 168,6 tok/sAMD Ryzen Threadripper PRO 5975WX 32-Cores 96,5 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 24,9 tok/sAMD Ryzen 9 9950X 16-Core Processor 12,1 tok/sAMD Ryzen 7 5800X3D 8-Core Processor 8,3 tok/sIntel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 7,1 tok/s

ENGby engine

70053336720032,903.7797.55811.337Prefill (tok/s)Generation (tok/s)llama.cpp - 564,6 tok/s Generation, 773 tok/s Prefill, TTFT 79.177 ms (52 Laufe)llama.cppvLLM - 168,6 tok/s Generation, 9.255 tok/s Prefill, TTFT 1.415 ms (3 Laufe)vLLM
llama.cpp 564,6 tok/svLLM 168,6 tok/s
Throughput & latency

Performance benchmark

Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
564,60 tok/s TG
Prefill 3.577 · TTFT 19.963 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
2Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
561,09 tok/s TG
Prefill 2.997 · TTFT 20.809 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
3Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
557,10 tok/s TG
Prefill 3.042 · TTFT 20.906 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
4Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
549,60 tok/s TG
Prefill 3.637 · TTFT 19.950 ms
10×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
5Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
308,96 tok/s TG
Prefill 3.279 · TTFT 6.536 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
6Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
308,32 tok/s TG
Prefill 3.271 · TTFT 6.567 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
7Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
307,99 tok/s TG
Prefill 2.795 · TTFT 7.017 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
8Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
307,65 tok/s TG
Prefill 2.768 · TTFT 7.045 ms
5×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
9Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
168,57 tok/s TG
Prefill 13.855 · TTFT 2.538 ms
10×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawGPTQ
10Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
104,54 tok/s TG
Prefill 2.245 · TTFT 862 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
11Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
104,28 tok/s TG
Prefill 2.209 · TTFT 883 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
12Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
103,91 tok/s TG
Prefill 2.025 · TTFT 954 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
13Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
103,61 tok/s TG
Prefill 2.040 · TTFT 951 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMllama.cppgodclawQ8_0
14Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
100,64 tok/s TG
Prefill 10.369 · TTFT 1.153 ms
5×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawGPTQ
15Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
96,49 tok/s TG
Prefill 1.122 · TTFT 20.322 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
16Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
94,05 tok/s TG
Prefill 1.007 · TTFT 9.929 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
17Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
47,68 tok/s TG
Prefill 759 · TTFT 2.540 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
18Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
40,12 tok/s TG
Prefill 233 · TTFT 94.956 ms
10×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
19Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
33,94 tok/s TG
Prefill 176 · TTFT 56.385 ms
5×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
20Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
31,14 tok/s TG
Prefill 118 · TTFT 246.235 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
21Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
30,60 tok/s TG
Prefill 119 · TTFT 251.486 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
22Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
29,08 tok/s TG
Prefill 81 · TTFT 63.546 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
23Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
29,07 tok/s TG
Prefill 3.539 · TTFT 554 ms
1×4x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawGPTQ
24Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
26,55 tok/s TG
Prefill 139 · TTFT 158.212 ms
10×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
25Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
24,87 tok/s TG
Prefill 138 · TTFT 262.075 ms
10×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
26Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
24,12 tok/s TG
Prefill 74 · TTFT 69.559 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0
27Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
23,94 tok/s TG
Prefill 79 · TTFT 32.205 ms
5×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
28Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
23,62 tok/s TG
Prefill 80 · TTFT 331.679 ms
10×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
29Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
23,44 tok/s TG
Prefill 103 · TTFT 96.074 ms
5×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
30Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
23,19 tok/s TG
Prefill 102 · TTFT 136.966 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
31Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
22,55 tok/s TG
Prefill 103 · TTFT 138.591 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
32Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
20,05 tok/s TG
Prefill 68 · TTFT 189.332 ms
5×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
33Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
19,35 tok/s TG
Prefill 148 · TTFT 13.078 ms
1×AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
34Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
18,77 tok/s TG
Prefill 126 · TTFT 135.104 ms
5×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
35Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
17,52 tok/s TG
Prefill 73 · TTFT 35.131 ms
5×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0
36Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
14,89 tok/s TG
Prefill 89 · TTFT 21.613 ms
1×2x AMD Radeon PRO W7900 Dual SlotAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
37Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
12,11 tok/s TG
Prefill 75 · TTFT 158.430 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
38Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
10,46 tok/s TG
Prefill 67 · TTFT 7.648 ms
1×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ4_K_M
39Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
9,28 tok/s TG
Prefill 69 · TTFT 119.823 ms
5×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
40Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
9,23 tok/s TG
Prefill 75 · TTFT 110.236 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
41Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,99 tok/s TG
Prefill 74 · TTFT 109.505 ms
10×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
42Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,29 tok/s TG
Prefill 86 · TTFT 99.324 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
43Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,29 tok/s TG
Prefill 86 · TTFT 99.977 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
44Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,20 tok/s TG
Prefill 98 · TTFT 19.630 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ4_K_M
45Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,18 tok/s TG
Prefill 85 · TTFT 100.249 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
46Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,17 tok/s TG
Prefill 86 · TTFT 99.836 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
47Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
7,93 tok/s TG
Prefill 63 · TTFT 8.091 ms
1×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-bench ROCmQ8_0
48Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
7,24 tok/s TG
Prefill 64 · TTFT 30.093 ms
1×NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAMllama.cppgodclawQ8_0
49Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
7,07 tok/s TG
Prefill 8 · TTFT 236.831 ms
1×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
50Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
6,96 tok/s TG
Prefill 123 · TTFT 15.650 ms
1×NVIDIA GeForce RTX 3090 TiAMD Ryzen 9 8945HX with Radeon Graphics · 92 GB RAMllama.cppwebsocketQ4_K_M
51Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
6,29 tok/s TG
Prefill 52 · TTFT 164.098 ms
5×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
52Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
6,22 tok/s TG
Prefill 52 · TTFT 164.464 ms
10×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
53Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
4,93 tok/s TG
Prefill 64 · TTFT 30.298 ms
1×NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMllama.cppgodclawQ8_0
54Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
4,09 tok/s TG
Prefill 77 · TTFT 24.992 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ4_K_M
55Qwen3.5-122B-A10B122BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
3,38 tok/s TG
Prefill 48 · TTFT 40.581 ms
1×NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAMllama.cppcodex_cliQ8_0
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.