Text to Image

Discover and compare the best AI models for text to image generation. Note: This is my personal informal leaderboard. Models are ranked by the completion rate of a series of diverse prompts designed to thoroughly assess performance.

RankCompanyModelScore
OpenAI
GPT Image 2.0
89
Google
Nano Banana 2 (Gemini 3.1 Flash Image)
87
Google
84
4
OpenAI
82
5
Alibaba
79
5
ByteDance Seed
79
5
Google
79
8
Baidu
ERNIE Image
78
8
Zhipu AI
78
8
ByteDance Seed
78
11
Alibaba
77
11
Alibaba
77
11
Black Forest Labs
77
11
OpenAI
GPT-4o
77
11
Meituan
77
16
Google
76
16
Black Forest Labs
76
16
Black Forest Labs
76
19
ByteDance Seed
75
20
Reve
Reve Image (Halfmoon)
70
21
Recraft
68
22
Ideogram
64
23
HiDream
63
24
Black Forest Labs
62
25
Black Forest Labs
56
26
Midjourney
Midjourney v7 Alpha
44
27
Stability
42

Methodology

Models are ranked using a series of prompts involving diverse range of challenging tasks. This includes:

  • Prompt adherence and understanding
  • Human anatomy
  • Generating text
  • Diagrams and infographics
  • World understanding
  • Uncommon poses and expressions
  • Spatial understanding
  • NSFW capabilities

To prevent manipulation, the prompts are kept confidential and are regularly updated to increase difficulty as models improve. Here is a subset of prompts for your reference:

Johnny Depp, Jackie Chan, Taylor Swift, Tom Hanks, the Rock, Micheal Jackson, Oprah, BLACKPINK, Cristiano Ronaldo, Elon Musk, taking a group photo
Emilia from re:zero, Gojo Satoru, Nezuko, Keroro Gunso, Kenny (from South Park), Bart Simpson, Snow White taking a selfie
A page of a school yearbook with a grid of student photos
11:15 on the clock and a wine glass filled to the top
A pair of spectral tarsiers on a tree. realistic photo
A ballerina in a tutu practices spins in a sunlit studio with mirrored walls and barre equipment, scattered with pointe shoes and sheet music. A rabbit watches from atop a grand piano. Outside the large window, an elephant balances on a circus ball.
A screenshot of a YouTube video search for "funniest cats"
A woman sitting and showing her palms and soles of feet
A multi-panel comic of a man explaining a simple home workout routine. In each panel, he should describe a different exercise or fitness tip
A red Ferrari Portofino M, a white Audi R8, and a blue 1994 Honda Civic in the desert