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Stability AI
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Stable Diffusion 3.5 Large

AI Image Generation Model

All Text to Image Image Edit
Image $$$ · 6.5¢

Stability AI's 8.1-billion parameter Multimodal Diffusion Transformer (MMDiT) text-to-image model featuring improved image quality, typography, complex prompt understanding, and resource-efficiency

What Stable Diffusion 3.5 Large is good at

Rankings based on human votes in the Lumenfall Arena, where real users pick their favorite without knowing which model made which image. Excels at #24 3D Imaging & Modeling (Text-to-Image) , placing in the top 38% of all competing models.

Stable Diffusion 3.5 Large Strengths

Stable Diffusion 3.5 Large outperforms most competing models here

3D Imaging & Modeling

Text-to-Image
Ranked #24 of 61 models · 38.3% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — 3D Imaging & Modeling

Stable Diffusion 3.5 Large #24

Geometric Composition · 3D Imaging & Modeling
Stable Diffusion 3.5 Large — 3D Imaging & Modeling

Stable Diffusion 3.5 Large #24

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
Same prompt, other models
Seedream 4.5 — 3D Imaging & Modeling

Seedream 4.5 #1

Geometric Composition · 3D Imaging & Modeling
GPT Image 1.5 — 3D Imaging & Modeling

GPT Image 1.5 #16

Geometric Composition · 3D Imaging & Modeling
Qwen Image Max — 3D Imaging & Modeling

Qwen Image Max #46

Geometric Composition · 3D Imaging & Modeling
HiDream I1 Fast — 3D Imaging & Modeling

HiDream I1 Fast #61

Geometric Composition · 3D Imaging & Modeling
Seedream 4.5 — 3D Imaging & Modeling

Seedream 4.5 #1

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
GPT Image 1.5 — 3D Imaging & Modeling

GPT Image 1.5 #16

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
Qwen Image Max — 3D Imaging & Modeling

Qwen Image Max #46

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
HiDream I1 Fast — 3D Imaging & Modeling

HiDream I1 Fast #61

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
Ranked using Geometric Composition Isometric Miniature Diorama...

Other categories

Stable Diffusion 3.5 Large competes but doesn't rank as highly

Text Rendering

Text-to-Image
Ranked #29 of 61 models · 42.6% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Text Rendering

Stable Diffusion 3.5 Large #29

Apollo 11: Journey to Tranquility · Text Rendering
Stable Diffusion 3.5 Large — Text Rendering

Stable Diffusion 3.5 Large #29

Modern Clean Menu · Text Rendering
Stable Diffusion 3.5 Large — Text Rendering

Stable Diffusion 3.5 Large #29

Vintage Cafe Logo · Text Rendering
Stable Diffusion 3.5 Large — Text Rendering

Stable Diffusion 3.5 Large #29

Magic Burger Explosion: Fiery Photorealism Challenge · Text Rendering
Same prompt, other models
GPT Image 1.5 — Text Rendering

GPT Image 1.5 #1

Apollo 11: Journey to Tranquility · Text Rendering
Nano Banana 2 Lite — Text Rendering

Nano Banana 2 Lite #16

Apollo 11: Journey to Tranquility · Text Rendering
OmniGen v2 — Text Rendering

OmniGen v2 #46

Apollo 11: Journey to Tranquility · Text Rendering
Stable Diffusion 3.5 Large Turbo — Text Rendering

Stable Diffusion 3.5 Large Turbo #61

Apollo 11: Journey to Tranquility · Text Rendering
GPT Image 1.5 — Text Rendering

GPT Image 1.5 #1

Modern Clean Menu · Text Rendering
Nano Banana 2 Lite — Text Rendering

Nano Banana 2 Lite #16

Modern Clean Menu · Text Rendering
OmniGen v2 — Text Rendering

OmniGen v2 #46

Modern Clean Menu · Text Rendering
Stable Diffusion 3.5 Large Turbo — Text Rendering

Stable Diffusion 3.5 Large Turbo #61

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

Product, Branding & Commercial

Text-to-Image
Ranked #30 of 61 models · 41.5% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Product, Branding & Commercial

Stable Diffusion 3.5 Large #30

Apollo 11: Journey to Tranquility · Product, Branding & Commercial
Stable Diffusion 3.5 Large — Product, Branding & Commercial

Stable Diffusion 3.5 Large #30

Vintage Cafe Logo · Product, Branding & Commercial
Stable Diffusion 3.5 Large — Product, Branding & Commercial

Stable Diffusion 3.5 Large #30

Magic Burger Explosion: Fiery Photorealism Challenge · Product, Branding & Commercial
Stable Diffusion 3.5 Large — Product, Branding & Commercial

Stable Diffusion 3.5 Large #30

Chalkboard Menu · Product, Branding & Commercial
Same prompt, other models
FLUX.2 [dev] Flash — Product, Branding & Commercial

FLUX.2 [dev] Flash #1

Apollo 11: Journey to Tranquility · Product, Branding & Commercial
GPT Image 1 Mini — Product, Branding & Commercial

GPT Image 1 Mini #16

Apollo 11: Journey to Tranquility · Product, Branding & Commercial
FLUX.1 Kontext [max] — Product, Branding & Commercial

FLUX.1 Kontext [max] #46

Apollo 11: Journey to Tranquility · Product, Branding & Commercial
Reve Image 1.0 — Product, Branding & Commercial

Reve Image 1.0 #61

Apollo 11: Journey to Tranquility · Product, Branding & Commercial
FLUX.2 [dev] Flash — Product, Branding & Commercial

FLUX.2 [dev] Flash #1

Vintage Cafe Logo · Product, Branding & Commercial
GPT Image 1 Mini — Product, Branding & Commercial

GPT Image 1 Mini #16

Vintage Cafe Logo · Product, Branding & Commercial
FLUX.1 Kontext [max] — Product, Branding & Commercial

FLUX.1 Kontext [max] #46

Vintage Cafe Logo · Product, Branding & Commercial
FLUX.2 [dev] Flash — Product, Branding & Commercial

FLUX.2 [dev] Flash #1

Magic Burger Explosion: Fiery Photorealism Challenge · Product, Branding & Commercial
Ranked using Apollo 11: Journey to Tranq... Chalkboard Menu Magic Burger Explosion: Fie... Modern Clean Menu The Halloween Invitation Vintage Cafe Logo

Creativity

Text-to-Image
Ranked #31 of 62 models · 40.6% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Creativity

Stable Diffusion 3.5 Large #31

The Halloween Invitation · Creativity
Stable Diffusion 3.5 Large — Creativity

Stable Diffusion 3.5 Large #31

Isometric Miniature Diorama Scenes · Creativity
Stable Diffusion 3.5 Large — Creativity

Stable Diffusion 3.5 Large #31

Vintage Cafe Logo · Creativity
Stable Diffusion 3.5 Large — Creativity

Stable Diffusion 3.5 Large #31

Apollo 11: Journey to Tranquility · Creativity
Same prompt, other models
GPT Image 1.5 — Creativity

GPT Image 1.5 #1

The Halloween Invitation · Creativity
Recraft V4 — Creativity

Recraft V4 #16

The Halloween Invitation · Creativity
Qwen Image 2.0 Pro — Creativity

Qwen Image 2.0 Pro #47

The Halloween Invitation · Creativity
Stable Diffusion 3.5 Large Turbo — Creativity

Stable Diffusion 3.5 Large Turbo #62

The Halloween Invitation · Creativity
GPT Image 1.5 — Creativity

GPT Image 1.5 #1

Isometric Miniature Diorama Scenes · Creativity
Recraft V4 — Creativity

Recraft V4 #16

Isometric Miniature Diorama Scenes · Creativity
Qwen Image 2.0 Pro — Creativity

Qwen Image 2.0 Pro #47

Isometric Miniature Diorama Scenes · Creativity
Stable Diffusion 3.5 Large Turbo — Creativity

Stable Diffusion 3.5 Large Turbo #62

Isometric Miniature Diorama Scenes · Creativity
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 #30 of 50 models · 32.0% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Portraits

Stable Diffusion 3.5 Large #30

Fantasy Warrior · Portraits
Same prompt, other models
FLUX.2 [dev] Turbo — Portraits

FLUX.2 [dev] Turbo #1

Fantasy Warrior · Portraits
Recraft V4 Pro — Portraits

Recraft V4 Pro #13

Fantasy Warrior · Portraits
LongCat-Image — Portraits

LongCat-Image #38

Fantasy Warrior · Portraits
FLUX.1 [schnell] FP8 — Portraits

FLUX.1 [schnell] FP8 #50

Fantasy Warrior · Portraits
Ranked using Fantasy Warrior

Cartoon, Anime & Fantasy

Text-to-Image
Ranked #30 of 50 models · 32.0% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Cartoon, Anime & Fantasy

Stable Diffusion 3.5 Large #30

Fantasy Warrior · Cartoon, Anime & Fantasy
Same prompt, other models
FLUX.2 [dev] Turbo — Cartoon, Anime & Fantasy

FLUX.2 [dev] Turbo #1

Fantasy Warrior · Cartoon, Anime & Fantasy
Recraft V4 Pro — Cartoon, Anime & Fantasy

Recraft V4 Pro #13

Fantasy Warrior · Cartoon, Anime & Fantasy
LongCat-Image — Cartoon, Anime & Fantasy

LongCat-Image #38

Fantasy Warrior · Cartoon, Anime & Fantasy
FLUX.1 [schnell] FP8 — Cartoon, Anime & Fantasy

FLUX.1 [schnell] FP8 #50

Fantasy Warrior · Cartoon, Anime & Fantasy
Ranked using Fantasy Warrior

Prompt Adherence

Text-to-Image
Ranked #37 of 62 models · 38.9% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Prompt Adherence

Stable Diffusion 3.5 Large #37

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
Stable Diffusion 3.5 Large — Prompt Adherence

Stable Diffusion 3.5 Large #37

Geometric Composition · Prompt Adherence
Stable Diffusion 3.5 Large — Prompt Adherence

Stable Diffusion 3.5 Large #37

Chalkboard Menu · Prompt Adherence
Stable Diffusion 3.5 Large — Prompt Adherence

Stable Diffusion 3.5 Large #37

Modern Clean Menu · Prompt Adherence
Same prompt, other models
GPT Image 2 — Prompt Adherence

GPT Image 2 #1

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
FLUX.2 [pro] — Prompt Adherence

FLUX.2 [pro] #16

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
Imagen 4.0 Generate 001 — Prompt Adherence

Imagen 4.0 Generate 001 #47

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
Stable Diffusion 3.5 Large Turbo — Prompt Adherence

Stable Diffusion 3.5 Large Turbo #62

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
GPT Image 2 — Prompt Adherence

GPT Image 2 #1

Geometric Composition · Prompt Adherence
FLUX.2 [pro] — Prompt Adherence

FLUX.2 [pro] #16

Geometric Composition · Prompt Adherence
Imagen 4.0 Generate 001 — Prompt Adherence

Imagen 4.0 Generate 001 #47

Geometric Composition · Prompt Adherence
Stable Diffusion 3.5 Large Turbo — Prompt Adherence

Stable Diffusion 3.5 Large Turbo #62

Geometric Composition · Prompt Adherence
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

Aesthetics

Text-to-Image
Ranked #44 of 62 models · 31.8% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Aesthetics

Stable Diffusion 3.5 Large #44

Candid Street Photography · Aesthetics
Stable Diffusion 3.5 Large — Aesthetics

Stable Diffusion 3.5 Large #44

Fantasy Warrior · Aesthetics
Stable Diffusion 3.5 Large — Aesthetics

Stable Diffusion 3.5 Large #44

Magic Burger Explosion: Fiery Photorealism Challenge · Aesthetics
Stable Diffusion 3.5 Large — Aesthetics

Stable Diffusion 3.5 Large #44

Geometric Composition · Aesthetics
Same prompt, other models
GPT Image 2 — Aesthetics

GPT Image 2 #1

Candid Street Photography · Aesthetics
Wan 2.5 (Preview) — Aesthetics

Wan 2.5 (Preview) #16

Candid Street Photography · Aesthetics
Imagen 4.0 Generate 001 — Aesthetics

Imagen 4.0 Generate 001 #47

Candid Street Photography · Aesthetics
Stable Diffusion 3.5 Large Turbo — Aesthetics

Stable Diffusion 3.5 Large Turbo #62

Candid Street Photography · Aesthetics
GPT Image 2 — Aesthetics

GPT Image 2 #1

Fantasy Warrior · Aesthetics
Wan 2.5 (Preview) — Aesthetics

Wan 2.5 (Preview) #16

Fantasy Warrior · Aesthetics
Imagen 4.0 Generate 001 — Aesthetics

Imagen 4.0 Generate 001 #47

Fantasy Warrior · Aesthetics
Stable Diffusion 3.5 Large Turbo — Aesthetics

Stable Diffusion 3.5 Large Turbo #62

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

Photorealism

Text-to-Image
Ranked #47 of 62 models · 26.0% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Photorealism

Stable Diffusion 3.5 Large #47

Candid Street Photography · Photorealism
Stable Diffusion 3.5 Large — Photorealism

Stable Diffusion 3.5 Large #47

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
Stable Diffusion 3.5 Large — Photorealism

Stable Diffusion 3.5 Large #47

Chalkboard Menu · Photorealism
Stable Diffusion 3.5 Large — Photorealism

Stable Diffusion 3.5 Large #47

The Capybara Taxi Driver · Photorealism
Same prompt, other models
GPT Image 2 — Photorealism

GPT Image 2 #1

Candid Street Photography · Photorealism
FLUX.2 [pro] — Photorealism

FLUX.2 [pro] #16

Candid Street Photography · Photorealism
Stable Diffusion 3.5 Large Turbo — Photorealism

Stable Diffusion 3.5 Large Turbo #62

Candid Street Photography · Photorealism
GPT Image 2 — Photorealism

GPT Image 2 #1

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
FLUX.2 [pro] — Photorealism

FLUX.2 [pro] #16

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
Stable Diffusion 3.5 Large Turbo — Photorealism

Stable Diffusion 3.5 Large Turbo #62

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
GPT Image 2 — Photorealism

GPT Image 2 #1

Chalkboard Menu · Photorealism
FLUX.2 [pro] — Photorealism

FLUX.2 [pro] #16

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

Art

Text-to-Image
Ranked #47 of 57 models · 33.3% win rate Leaderboard
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large — Art

Stable Diffusion 3.5 Large #47

The Halloween Invitation · Art
Stable Diffusion 3.5 Large — Art

Stable Diffusion 3.5 Large #47

The Reversed Rodeo · Art
Same prompt, other models
GPT Image 2 — Art

GPT Image 2 #1

The Halloween Invitation · Art
Qwen Image — Art

Qwen Image #15

The Halloween Invitation · Art
Seedream 4.0 — Art

Seedream 4.0 #43

The Halloween Invitation · Art
Bria FIBO — Art

Bria FIBO #57

The Halloween Invitation · Art
GPT Image 2 — Art

GPT Image 2 #1

The Reversed Rodeo · Art
Qwen Image — Art

Qwen Image #15

The Reversed Rodeo · Art
Seedream 4.0 — Art

Seedream 4.0 #43

The Reversed Rodeo · Art
Bria FIBO — Art

Bria FIBO #57

The Reversed Rodeo · Art
Ranked using The Halloween Invitation The Reversed Rodeo

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