Model leaderboard
Every model runs the same Glif tests. Scores come from 2,042 blind votes by 10 Glif team members, plus 1,279 AI judge scores, each counting as half a vote. Each kind of task has its own board.
Score out of 100: how often people would pick this model's output over an average model's on the same tests. 50 is average.
How we score
Every model runs the same Glif tests. Team members see two outputs side by side without the model names and pick the one that better fits the test, or call it a tie. An AI judge also scores every output from 0 to 10.
A Bradley-Terry fit turns all those head-to-head results into one rating per model. Ties count as half a win, and each AI judge score counts as half a vote.
The score is the predicted chance people prefer this model's output to the average model's on the same board, so 50 is average. A board is one kind of task, like text-to-image. Scores only compare models on the same board.
The 90% range comes from resampling the votes and refitting many times. Overlapping ranges are close to a tie. A model ranks once it has 20 votes' worth of ratings on a board. Until then it shows no score, only how close it is.
Bars show each score’s 90% range. Overlapping bars are close to a tie.
Hide vote countsImage · Text-to-image
308 team votes on 19 tests. A model ranks once it has 20 votes’ worth of ratings here.
1
GPT Image 2.5Glif default
90% range 79–91
Wins 17 / Losses 2 / Ties 4 · 23 team votes · 16 AI judge scores85 out of 100, 90% range 79 to 91
2
Gemini 3.1 FlashGlif default
90% range 60–76
Wins 36 / Losses 16 / Ties 6 · 58 team votes · 15 AI judge scores68 out of 100, 90% range 60 to 76
3
Nano Banana Pro
90% range 55–75
Wins 18 / Losses 8 / Ties 6 · 32 team votes · 14 AI judge scores65 out of 100, 90% range 55 to 75
4
Seedream 5.0 Pro
90% range 52–73
Wins 20 / Losses 12 / Ties 3 · 35 team votes · 16 AI judge scores63 out of 100, 90% range 52 to 73
5
FLUX 3 Image
90% range 47–69
Wins 8 / Losses 8 / Ties 1 · 17 team votes · 15 AI judge scores59 out of 100, 90% range 47 to 69
6
FLUX.2 Pro
90% range 45–68
Wins 19 / Losses 12 / Ties 1 · 32 team votes · 12 AI judge scores57 out of 100, 90% range 45 to 68
7
Muse ImageGlif default
90% range 46–66
Wins 19 / Losses 19 / Ties 4 · 42 team votes · 16 AI judge scores55 out of 100, 90% range 46 to 66
8
Ideogram V4.5Glif default
90% range 42–66
Wins 22 / Losses 17 / Ties 3 · 42 team votes · 11 AI judge scores55 out of 100, 90% range 42 to 66
9
FLUX.2 Flex
90% range 23–45
Wins 9 / Losses 16 / Ties 3 · 28 team votes · 11 AI judge scores34 out of 100, 90% range 23 to 45
10
Krea 3Glif default
90% range 20–45
Wins 4 / Losses 19 / Ties 5 · 28 team votes · 0 AI judge scores31 out of 100, 90% range 20 to 45
11
Seedream V4.5
90% range 20–46
Wins 6 / Losses 17 / Ties 5 · 28 team votes · 11 AI judge scores31 out of 100, 90% range 20 to 46
12
Seedream 5.0 Lite
90% range 15–34
Wins 4 / Losses 17 / Ties 3 · 24 team votes · 11 AI judge scores25 out of 100, 90% range 15 to 34
13
Grok Imagine Image
90% range 16–30
Wins 5 / Losses 29 / Ties 4 · 38 team votes · 12 AI judge scores23 out of 100, 90% range 16 to 30
14
Z-Image Generator
90% range 9–25
Wins 3 / Losses 20 / Ties 3 · 26 team votes · 11 AI judge scores17 out of 100, 90% range 9 to 25