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 · Surgical image editing
254 team votes on 7 tests. A model ranks once it has 20 votes’ worth of ratings here.
1
Seedream 5.0 Pro
90% range 65–78
Wins 18 / Losses 6 / Ties 16 · 40 team votes · 11 AI judge scores71 out of 100, 90% range 65 to 78
2
Ideogram V4.5Glif default
90% range 58–78
Wins 10 / Losses 7 / Ties 9 · 26 team votes · 5 AI judge scores69 out of 100, 90% range 58 to 78
3
FLUX 3 Image
90% range 60–77
Wins 8 / Losses 5 / Ties 13 · 26 team votes · 8 AI judge scores69 out of 100, 90% range 60 to 77
4
GPT Image 2.5Glif default
90% range 60–74
Wins 18 / Losses 9 / Ties 21 · 48 team votes · 11 AI judge scores68 out of 100, 90% range 60 to 74
5
Nano Banana Pro
90% range 52–71
Wins 9 / Losses 3 / Ties 13 · 25 team votes · 9 AI judge scores62 out of 100, 90% range 52 to 71
6
Muse ImageGlif default
90% range 51–66
Wins 14 / Losses 12 / Ties 16 · 42 team votes · 10 AI judge scores59 out of 100, 90% range 51 to 66
7
Krea 3Glif default
90% range 43–70
Wins 7 / Losses 10 / Ties 9 · 26 team votes · 0 AI judge scores58 out of 100, 90% range 43 to 70
8
Gemini 3.1 FlashGlif default
90% range 44–63
Wins 7 / Losses 7 / Ties 7 · 21 team votes · 9 AI judge scores54 out of 100, 90% range 44 to 63
9
Seedream 5.0 Lite
90% range 38–63
Wins 9 / Losses 6 / Ties 4 · 19 team votes · 7 AI judge scores52 out of 100, 90% range 38 to 63
10
Phota Image Editor
90% range 41–64
Wins 10 / Losses 10 / Ties 8 · 28 team votes · 8 AI judge scores52 out of 100, 90% range 41 to 64
11
Grok Imagine Image
90% range 26–42
Wins 2 / Losses 8 / Ties 10 · 20 team votes · 7 AI judge scores33 out of 100, 90% range 26 to 42
12
FLUX.2 Pro
90% range 22–43
Wins 2 / Losses 7 / Ties 10 · 19 team votes · 7 AI judge scores32 out of 100, 90% range 22 to 43
13
Seedream V4.5
90% range 15–30
Wins 1 / Losses 9 / Ties 7 · 17 team votes · 7 AI judge scores22 out of 100, 90% range 15 to 30
14
Z-Image Generator
90% range 11–23
Wins 0 / Losses 11 / Ties 7 · 18 team votes · 7 AI judge scores18 out of 100, 90% range 11 to 23