MiniMax M3
MiniMax M3 scores 40.9 out of 100 overall, which puts it in a tie for rank 19–29 of 36 models on the AI Vision Index. It is strongest at Spotting changes and errors (54) and weakest at Counting (15). It beats the average of all 36 models in none of the six categories.
Overall score40.995% interval 38.7–43.6
Rank19–29of 36 models (tied)
Cost per 1,000 answers$3.53
Seconds per answer10.1 s
Thinking effortdefault
Maker MiniMax
WeightsOpen weights
AccessAPI
Tested
Reading41
Counting15
Space, 3D and motion37
Spotting changes and errors54
Diagrams52
Not being fooled47
The bar is the score; the light band is the 95% interval. The overall score is the average of the six.
Reading
Reading a clock32
Reading a meter35
Eye chart22
Reading a label60
Reading a chart41
Test strips45
Adding up coins40
Traffic light from a car51
Counting
Counting objects12
Counting stacked goods8
Counting on a conveyor25
Space, 3D and motion
Which is nearer60
Which way it faces53
Same or mirror image0
Will it topple14
Match the render47
Which bay can I park in?69
Follow the hidden object17
Spotting changes and errors
Spot the change60
Shelf against plan55
Rendering glitch34
Check the invoice68
Diagrams
Follow the cable50
Follow the pipe32
Missing dimension72
Not being fooled
Absent objects94
Saying "I can't tell"71
Optical illusions18
Real or AI-made5
Scores are corrected for guessing: 0 is no better than a guess, 100 is always right. All models on every test
Neighbours on the leaderboard
- Qwen3-VL-235B 41.2 Compare
- Step-5 (preview) 40.7 Compare
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