Contributed byMario AlkaMiniMax MiniMax-M2.5
Harness benchmark · measured on 06.04.2026 13:44
Benchmark-ID
run-20260722-161611-54019fTool Usage Standard 1.0MoE230BRuntime: openclaw_cli
Points2.340,00von 2.980,00
Points rate78,52%
Tasks passed16von 16
Total duration266,00s
Ranking in the field
6of 30 systems
Harness benchmark · Primary metric: Score rate (%)
This run is better than 83 % of all comparable systems.
Score rate
79 %
+44 % vs Ø 54,4
Tasks passed
16
-14 % vs Ø 18,6
Total duration
266,0 s
-89 % vs Ø 2.395,9
Distribution in the field10 – 91 %
Wie schlägt sich dieser Benchmark mit anderen Modellen?
Gemma-4-26B-A4B-itNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-05d866
91 %
Devstral-Small-2-24B-Instruct-2512AMD Radeon 8060S Graphics · run-20260722-161611-5f2f86
87 %
Gemma-4-26B-A4B-itAMD Radeon 8060S Graphics · run-20260722-161611-12a767
82 %
MiniMax-M2.5 same model3× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-f6cfe1
81 %
Gemma-4-26B-A4B-itAMD Radeon 8060S Graphics · run-20260722-161611-9b7325
80 %
MiniMax-M2.5 this run3× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-54019f
79 %
Gemma-4-26B-A4B-itAMD Radeon 8060S Graphics · run-20260722-161611-0064a9
76 %
Devstral-Small-2-24B-Instruct-2512AMD Radeon 8060S Graphics · run-20260722-161611-798dcc
76 %
Gemma-4-26B-A4B-itAMD Radeon 8060S Graphics · run-20260722-161611-78ff78
74 %
MiniMax-M2.5 same modelNVIDIA GB10 · run-20260722-165444-51f2b3
71 %
Devstral-Small-2-24B-Instruct-2512AMD Radeon 8060S Graphics · run-20260722-161611-23baf9
69 %
MiniMax-M2.5 same model3× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-a58abe
68 %
MiniMax-M2.5 same model3× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161611-2a2c91
65 %
MiniMax-M2.5 same model2× NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · run-20260722-161610-99f36d
61 %
Hardware
GPU: 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 96 GB VRAM
CPU: AMD Ryzen Threadripper PRO 9965WX 24-Cores
RAM: 125 GB
Mainboard: ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE
Setup
Runtime: openclaw_cli
Quantization: -
Model: MiniMax-M2.5
Aufgaben (16)
| Task | Status | Points | Duration |
|---|---|---|---|
| Antwortzeit Test | passed | 41 / 50 | 3,00 s |
| Format Test | passed | 70 / 80 | 4,00 s |
| Dateisystem Setup | passed | 96 / 120 | 10,00 s |
| Daten Generierung | passed | 121 / 150 | 13,00 s |
| Parsing + Transformation | passed | 170 / 200 | 15,00 s |
| Fehlerbehandlung JSON | passed | 125 / 150 | 11,00 s |
| Python Tool Usage | passed | 196 / 220 | 11,00 s |
| PHP Tool Usage | passed | 194 / 220 | 12,00 s |
| Export + Reimport | passed | 211 / 240 | 16,00 s |
| Archivierung | passed | 164 / 180 | 6,00 s |
| Hash Berechnung | passed | 140 / 200 | 25,00 s |
| Textsuche | passed | 32 / 180 | 55,00 s |
| Idempotenz Test | passed | 110 / 220 | 50,00 s |
| Rechte Problem | passed | 187 / 220 | 15,00 s |
| Final JSON | passed | 213 / 250 | 15,00 s |
| Finale Ausgabe | passed | 270 / 300 | 5,00 s |
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Model comparison
MiniMax-M2.5 on various hardware
All published performance runs of this model – each bubble a variant: position = prefill (X) × generation (Y), bubble size = number of runs. Closer to the top right = faster. ★ Marked gold = this benchmark.
GPUby graphics card
★ NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition 551,0 tok/s this runNVIDIA GB10 (DGX Spark) 105,6 tok/sAMD Radeon AI PRO R9700 66,1 tok/sNVIDIA GeForce RTX 5070 Ti 22,5 tok/sAMD Radeon PRO W7900 Dual Slot 19,3 tok/sNVIDIA GeForce RTX 3090 Ti 15,9 tok/sNVIDIA RTX PRO 6000 Blackwell Workstation Edition 7,0 tok/sNVIDIA GeForce RTX 5090 4,4 tok/sNVIDIA GeForce RTX 2060 0,8 tok/s
CPUby processor
★ AMD Ryzen Threadripper PRO 9965WX 24-Cores 551,0 tok/s this runNVIDIA Grace 105,6 tok/sAMD Ryzen Threadripper PRO 7955WX 16-Cores 66,1 tok/sAMD Ryzen Threadripper PRO 5975WX 32-Cores 22,5 tok/sAMD Ryzen 9 8945HX with Radeon Graphics 15,9 tok/sAMD Ryzen 9 9950X 16-Core Processor 7,0 tok/sAMD Ryzen 7 5800X3D 8-Core Processor 4,4 tok/sIntel(R) Xeon(R) CPU E5-4620 v2 @ 2.60GHz 0,8 tok/s
MBby mainboard
★ ASUSTeK COMPUTER INC. Pro WS WRX90E-SAGE SE 551,0 tok/s this runASUSTeK COMPUTER INC. GX10 105,6 tok/sunbekannt 62,7 tok/sASUSTeK COMPUTER INC. Pro WS WRX80E-SAGE SE WIFI 22,5 tok/sMeigao Innovation Technology (Shen Zhen) Co., Ltd DRFXL (MotherBoard Series) 15,9 tok/sASUSTeK COMPUTER INC. ProArt X870E-CREATOR WIFI 7,0 tok/sASUSTeK COMPUTER INC. ROG STRIX B550-A GAMING 4,4 tok/sDell Inc. PowerEdge R820 0,8 tok/s
DRVby driver
unbekannt 551,0 tok/sNVIDIA 590.48.01 / CUDA 13.1 105,6 tok/sNVIDIA 580.159.04 / CUDA 13.0 62,7 tok/sAMD 7.0.0-27-generic 6,5 tok/s
Contributed by
Mario Alka Administrator
@marioalka
Ich bin Unternehmer, Softwareentwickler und KI-Enthusiast. Seit vielen Jahren entwickle ich Unternehmenssoftware und beschäftige mich inzwischen fast täglich mit lokalen LLMs, KI-Agenten und leistungsfähiger KI-Hardware.
Mit LLM-Benchmark.de möchte ich eine Plattform schaffen, auf der Modelle, GPUs und Agenten objektiv und reproduzierbar miteinander verglichen werden.