AI Vision Index

ModelByteDance · API

Seed 2.1 Turbo

Seed 2.1 Turbo scores 38.3 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 Not being fooled (68) and weakest at Space, 3D and motion (16). It beats the average of all 36 models in one of the six categories. It was tested on a smaller sample than most models, so its margin of error is wider and its single-test scores are rough.

Overall score38.395% interval 32.3–46.5
Rank19–29of 36 models (tied)
Cost per 1,000 answers$10.85
Seconds per answer229.5 s
Thinking effortdefault
Maker ByteDance
WeightsClosed weights
AccessAPI
Tested
Score in each category, out of 100
Reading27
Counting27
Space, 3D and motion16
Spotting changes and errors46
Diagrams47
Not being fooled68

The bar is the score; the light band is the 95% interval. The overall score is the average of the six.

Score on each test, out of 100
Reading
Reading a clock0
Reading a meter40
Eye chart40
Reading a label60
Reading a chart25
Test strips20
Adding up coins20
Traffic light from a car10
Counting
Counting objects80
Counting stacked goods0
Counting on a conveyor0
Space, 3D and motion
Which is nearer20
Which way it faces6
Same or mirror image0
Will it topple10
Match the render0
Which bay can I park in?33
Follow the hidden object45
Spotting changes and errors
Spot the change80
Shelf against plan40
Rendering glitch28
Check the invoice36
Diagrams
Follow the cable40
Follow the pipe20
Missing dimension80
Not being fooled
Absent objects100
Saying "I can't tell"100
Optical illusions10
Real or AI-made60

Scores are corrected for guessing: 0 is no better than a guess, 100 is always right. All models on every test

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Seed 2.1 Turbo: ranked #19–29 of 36 on the AI Vision Index

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