Stability AI

Stable Diffusion 3.5 Medium

AI Image Generation Model

Mode:

All Text to Image Image Edit

Image

Stability AI's 2.5-billion parameter Multimodal Diffusion Transformer with improvements (MMDiT-X) text-to-image model optimized for consumer hardware, featuring improved image quality, typography, and complex prompt understanding

How Stable Diffusion 3.5 Medium performs

Rankings based on human votes in the Lumenfall Arena, where real users pick their favorite without knowing which model made which image.

All categories

Stable Diffusion 3.5 Medium competes across 10 categories in the arena

Product, Branding & Commercial

Text-to-Image

Ranked #42 of 61 models · 34.8% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Apollo 11: Journey to Tranq... Chalkboard Menu Magic Burger Explosion: Fie... Modern Clean Menu The Halloween Invitation Vintage Cafe Logo

Art

Text-to-Image

Ranked #35 of 50 models · 14.3% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using The Halloween Invitation The Reversed Rodeo

Text Rendering

Text-to-Image

Ranked #47 of 61 models · 33.3% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Apollo 11: Journey to Tranq... Chalkboard Menu Isometric Miniature Diorama... Magic Burger Explosion: Fie... Modern Clean Menu The Halloween Invitation +1 more

Photorealism

Text-to-Image

Ranked #51 of 62 models · 22.7% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Adorable Baby Animals in Su... Candid Street Photography Chalkboard Menu Fantasy Warrior Geometric Composition Magic Burger Explosion: Fie... +2 more

Creativity

Text-to-Image

Ranked #53 of 62 models · 20.5% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Apollo 11: Journey to Tranq... Fantasy Warrior Isometric Miniature Diorama... The Halloween Invitation The Reversed Rodeo Vintage Cafe Logo

Portraits

Text-to-Image

Ranked #35 of 40 models · 40.0% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Fantasy Warrior

Cartoon, Anime & Fantasy

Text-to-Image

Ranked #35 of 40 models · 40.0% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Fantasy Warrior

Prompt Adherence

Text-to-Image

Ranked #54 of 62 models · 25.0% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Adorable Baby Animals in Su... Apollo 11: Journey to Tranq... Chalkboard Menu Geometric Composition Isometric Miniature Diorama... Magic Burger Explosion: Fie... +3 more

3D Imaging & Modeling

Text-to-Image

Ranked #54 of 59 models · 16.7% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Geometric Composition Isometric Miniature Diorama...

Aesthetics

Text-to-Image

Ranked #57 of 62 models · 20.0% win rate Leaderboard

Stable Diffusion 3.5 Medium

Same prompt, other models

Ranked using Adorable Baby Animals in Su... Candid Street Photography Fantasy Warrior Geometric Composition Isometric Miniature Diorama... Magic Burger Explosion: Fie... +5 more