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MiniMax

minimax-m2.5-awq230B

Benchmark profile and published results.

MoE230B
Position in the field

Best values compared

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

NVIDIA DGX SPARK (GB10)All GPUs
Generation105,6 tok/s
Min 11,4Ø 143,9Max 903,3
Unter dem Durchschnitt · 112 Systeme im Feld
Prefill6.997 tok/s
Min 301Ø 3.173Max 7.470
Ueber dem Durchschnitt · 112 Systeme im Feld
Time to First Token1.093 ms
Min 105Ø 10.699Max 131.641
Ueber dem Durchschnitt · 112 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

12510484,163,943,602.0014.0036.004Prefill (tok/s)Generation (tok/s)NVIDIA DGX SPARK (GB10) - 105,6 tok/s Generation, 4.881 tok/s Prefill, TTFT 3.013 ms (3 Laufe)NVIDIA DGX SPARK (GB1...AMD Radeon AI PRO R9700 - 66,1 tok/s Generation, 270 tok/s Prefill, TTFT 21.132 ms (5 Laufe)AMD Radeon AI PRO R97...NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition - 62,7 tok/s Generation, 368 tok/s Prefill, TTFT 144 ms (2 Laufe)NVIDIA RTX PRO 6000 B...
NVIDIA DGX SPARK (GB10) 105,6 tok/sAMD Radeon AI PRO R9700 66,1 tok/sNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 62,7 tok/s

CPUby processor

12510484,163,943,602.0014.0036.004Prefill (tok/s)Generation (tok/s)NVIDIA Grace - 105,6 tok/s Generation, 4.881 tok/s Prefill, TTFT 3.013 ms (3 Laufe)NVIDIA GraceAMD Ryzen Threadripper PRO 7955WX 16-Cores - 66,1 tok/s Generation, 270 tok/s Prefill, TTFT 21.132 ms (5 Laufe)AMD Ryzen Threadrippe...AMD Ryzen Threadripper PRO 9965WX 24-Cores - 62,7 tok/s Generation, 368 tok/s Prefill, TTFT 144 ms (2 Laufe)AMD Ryzen Threadrippe...
NVIDIA Grace 105,6 tok/sAMD Ryzen Threadripper PRO 7955WX 16-Cores 66,1 tok/sAMD Ryzen Threadripper PRO 9965WX 24-Cores 62,7 tok/s

ENGby engine

12510484,163,943,601.0642.1273.191Prefill (tok/s)Generation (tok/s)vLLM - 105,6 tok/s Generation, 2.609 tok/s Prefill, TTFT 8.503 ms (6 Laufe)vLLMllama.cpp - 66,1 tok/s Generation, 294 tok/s Prefill, TTFT 21.346 ms (2 Laufe)llama.cppunbekannt - 62,7 tok/s Generation, 244 tok/s Prefill, TTFT 10.745 ms (2 Laufe)unbekannt
vLLM 105,6 tok/sllama.cpp 66,1 tok/sunbekannt 62,7 tok/s
Throughput & latency

Performance benchmark

Metric:
GPUs
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
105,57 tok/s TG
Prefill 6.997 · TTFT 5.319 ms
10×NVIDIA DGX SPARK (GB10)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
2minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
73,44 tok/s TG
Prefill 5.550 · TTFT 2.628 ms
5×NVIDIA DGX SPARK (GB10)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
3minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
66,09 tok/s TG
Prefill 469 · TTFT 0 ms
10×4x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppopenclaw_cli batched-benchDetails →
4minimax-m2.5-awq230BMiniMax Performance benchmarkPerformancetest Small 1.0
62,70 tok/s TG
Prefill 368 · TTFT 144 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclawBF16Details →
5minimax-m2.5-awq230BMiniMax Performance benchmark
62,70 tok/s TG
Prefill 368 · TTFT 144 ms
1×3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition34x AMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMgodclawBF16Details →
6minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
31,93 tok/s TG
Prefill 2.096 · TTFT 1.093 ms
1×NVIDIA DGX SPARK (GB10)NVIDIA Grace · 120 GB RAMvLLMgodclawAWQDetails →
7minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
7,01 tok/s TG
Prefill 250 · TTFT 9.170 ms
1×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawAWQDetails →
8minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
6,46 tok/s TG
Prefill 119 · TTFT 21.346 ms
1×3x AMD Radeon AI PRO R9700 iAMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMllama.cppgodclawIQ4_NLDetails →
9minimax-m2.5-awq230BMiniMax Performance benchmark
6,46 tok/s TG
Prefill 119 · TTFT 21.346 ms
1×3x AMD Radeon AI PRO R9700 i32x AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMgodclawDetails →
10minimax-m2.5-awq230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
3,39 tok/s TG
Prefill 391 · TTFT 32.665 ms
5×3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAMvLLMgodclawAWQDetails →
Agent & chat rating

Harness benchmark

Metric:
#Model / MakerMetricsGPU / CPU / RAMRuntime
1minimax-m2.5-awq230BMiniMax Harness benchmarkTool Usage Standard 1.0
2.427 Pkt
81,4% · 16/16 Aufg. · 228,0 s
3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclawBF16Details →
2minimax-m2.5-awq230BMiniMax Harness benchmarkTool Usage Standard 1.0
2.033 Pkt
68,2% · 16/16 Aufg. · 373,0 s
3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclawBF16Details →
3minimax-m2.5-awq230BMiniMax Harness benchmarkTool-Parcours Dossier 40 V1.0
3.622 Pkt
60,8% · 34/40 Aufg. · 7.862,0 s
3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclawBF16Details →
4minimax-m2.5-awq230BMiniMax Harness benchmarkTool Usage Standard 1.0
1.714 Pkt
57,5% · 16/16 Aufg. · 487,0 s
3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAMvLLMgodclawBF16Details →