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MiniMax · released 2026-06-01

MiniMax M3

Measured on 162 benchmarks.

18.7

#41 of 61 models

Strengths

  • MiniMax M3
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%21.9%#24 of 61
  2. Terminal-Bench v4-AA10%2.0%#42 of 61
  3. AA-Briefcase v1.115%1089#43 of 61
  4. AutomationBench-AA5%21.3%#47 of 61
  5. Terminal-Bench-Science-AA15%0.5%#41 of 61
  6. HLE-Diamond10%16.0%#37 of 61
  7. CritPt v2 Hard Subset10%26.5%#34 of 61
  8. AA-Omniscience v1.1 Accuracy10%44.9%#17 of 61
  9. AA-Omniscience v1.1 Non-hallucination5%8.6%#59 of 61
  10. GDP.pdf5%9.8%#46 of 61

Bars show where MiniMax M3 sits among the 61 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 61 ranked models

Cost per task

#20 cheapest of 41

$0.22

Time per task

#19 quickest of 40

11 min

Output speed

#28 fastest of 52

112 tok/s

Time to first token

#6 quickest of 52

0.8s

Output tokens per task

#23 fewest of 44

91k

Token price

$0.072 per 1M tokens at API prices$0.012 on MiniMax Token Plan Plus

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

This ranking’s benchmarks

10 of 10 measured

agentic

AutomationBench-AA

241 results
  1. #149default of 24121.3%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

247 results
  1. #123default of 2471089

Leader: Sonnet 5.5 · 1814

reasoning

CritPt v2 Hard Subset

100 results
  1. #63default of 10026.5%

Leader: GPT-6 Astra · 71.5%

coding

FrontierCode 2.0-AA

97 results
  1. #45default of 9721.9%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

240 results
  1. #150default of 2409.8%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

142 results
  1. #75default of 14216.0%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

111 results
  1. #42default of 11144.9%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

111 results
  1. #107default of 1118.6%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

115 results
  1. #92default of 1150.5%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

238 results
  1. #133default of 2382.0%

Leader: Kimi K3.1 · 67.2%

All 162 benchmarks

show 152 more