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
Google
91
OpenAI
89
Alibaba
86
ByteDance Seed
86
Google
86
6
Zhipu AI
85
6
ByteDance Seed
85
8
Alibaba
84
8
Alibaba
84
8
Black Forest Labs
84
8
OpenAI
GPT-4o
84
8
Meituan
84
13
Google
83
13
Black Forest Labs
83
15
ByteDance Seed
82
16
Reve
Reve Image (Halfmoon)
77
17
Recraft
75
18
Ideogram
71
19
HiDream
70
20
Black Forest Labs
69
21
Black Forest Labs
63
22
Midjourney
Midjourney v7 Alpha
51
23
Stability
49

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