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Bria
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Bria FIBO

AI Image Editing Model

All Text to Image Image Edit
Image $$ · 4¢

Bria's 8B parameter model for controlled text-to-image generation with structured JSON prompts, trained exclusively on licensed data

How Bria FIBO 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

Bria FIBO competes across 8 categories in the arena

Photorealism

Text-to-Image
Ranked #49 of 62 models · 42.1% win rate Leaderboard
Bria FIBO
Bria FIBO — Photorealism

Bria FIBO #49

Candid Street Photography · Photorealism
Bria FIBO — Photorealism

Bria FIBO #49

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
Bria FIBO — Photorealism

Bria FIBO #49

Chalkboard Menu · Photorealism
Bria FIBO — Photorealism

Bria FIBO #49

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

GPT Image 2 #1

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

FLUX.2 [dev] #16

Candid Street Photography · Photorealism
DALL-E 3 — Photorealism

DALL-E 3 #47

Candid Street Photography · Photorealism
OmniGen v2 — Photorealism

OmniGen v2 #62

Candid Street Photography · Photorealism
GPT Image 2 — Photorealism

GPT Image 2 #1

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

FLUX.2 [dev] #16

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
DALL-E 3 — Photorealism

DALL-E 3 #47

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
OmniGen v2 — Photorealism

OmniGen v2 #62

Magic Burger Explosion: Fiery Photorealism Challenge · Photorealism
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 #50 of 62 models · 33.3% win rate Leaderboard
Bria FIBO
Bria FIBO — Creativity

Bria FIBO #50

Fantasy Warrior · Creativity
Bria FIBO — Creativity

Bria FIBO #50

The Halloween Invitation · Creativity
Bria FIBO — Creativity

Bria FIBO #50

The Reversed Rodeo · Creativity
Bria FIBO — Creativity

Bria FIBO #50

Isometric Miniature Diorama Scenes · Creativity
Same prompt, other models
Nano Banana 2 — Creativity

Nano Banana 2 #1

Fantasy Warrior · Creativity
Grok Imagine Image Pro — Creativity

Grok Imagine Image Pro #16

Fantasy Warrior · Creativity
Wan 2.7 Pro — Creativity

Wan 2.7 Pro #47

Fantasy Warrior · Creativity
LongCat-Image — Creativity

LongCat-Image #62

Fantasy Warrior · Creativity
Nano Banana 2 — Creativity

Nano Banana 2 #1

The Halloween Invitation · Creativity
Grok Imagine Image Pro — Creativity

Grok Imagine Image Pro #16

The Halloween Invitation · Creativity
Wan 2.7 Pro — Creativity

Wan 2.7 Pro #47

The Halloween Invitation · Creativity
LongCat-Image — Creativity

LongCat-Image #62

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

Prompt Adherence

Text-to-Image
Ranked #51 of 62 models · 40.0% win rate Leaderboard
Bria FIBO
Bria FIBO — Prompt Adherence

Bria FIBO #51

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
Bria FIBO — Prompt Adherence

Bria FIBO #51

Geometric Composition · Prompt Adherence
Bria FIBO — Prompt Adherence

Bria FIBO #51

Chalkboard Menu · Prompt Adherence
Bria FIBO — Prompt Adherence

Bria FIBO #51

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
Recraft V4 Pro — Prompt Adherence

Recraft V4 Pro #16

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
Recraft V4.1 Pro — Prompt Adherence

Recraft V4.1 Pro #47

Magic Burger Explosion: Fiery Photorealism Challenge · Prompt Adherence
OmniGen v2 — Prompt Adherence

OmniGen v2 #62

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

GPT Image 2 #1

Geometric Composition · Prompt Adherence
Recraft V4 Pro — Prompt Adherence

Recraft V4 Pro #16

Geometric Composition · Prompt Adherence
Recraft V4.1 Pro — Prompt Adherence

Recraft V4.1 Pro #47

Geometric Composition · Prompt Adherence
OmniGen v2 — Prompt Adherence

OmniGen v2 #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 #51 of 62 models · 37.5% win rate Leaderboard
Bria FIBO
Bria FIBO — Aesthetics

Bria FIBO #51

Candid Street Photography · Aesthetics
Bria FIBO — Aesthetics

Bria FIBO #51

Fantasy Warrior · Aesthetics
Bria FIBO — Aesthetics

Bria FIBO #51

Magic Burger Explosion: Fiery Photorealism Challenge · Aesthetics
Bria FIBO — Aesthetics

Bria FIBO #51

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
FLUX.1 Krea [dev] — Aesthetics

FLUX.1 Krea [dev] #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
FLUX.1 Krea [dev] — Aesthetics

FLUX.1 Krea [dev] #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

3D Imaging & Modeling

Text-to-Image
Ranked #40 of 48 models · 60.0% win rate Leaderboard
Bria FIBO
Bria FIBO — 3D Imaging & Modeling

Bria FIBO #40

Geometric Composition · 3D Imaging & Modeling
Bria FIBO — 3D Imaging & Modeling

Bria FIBO #40

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 Mini — 3D Imaging & Modeling

GPT Image 1 Mini #13

Geometric Composition · 3D Imaging & Modeling
FLUX1.1 [pro] Ultra — 3D Imaging & Modeling

FLUX1.1 [pro] Ultra #37

Geometric Composition · 3D Imaging & Modeling
FLUX.1 [dev] — 3D Imaging & Modeling

FLUX.1 [dev] #48

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 Mini — 3D Imaging & Modeling

GPT Image 1 Mini #13

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
FLUX1.1 [pro] Ultra — 3D Imaging & Modeling

FLUX1.1 [pro] Ultra #37

Isometric Miniature Diorama Scenes · 3D Imaging & Modeling
FLUX.1 [dev] — 3D Imaging & Modeling

FLUX.1 [dev] #48

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

Text Rendering

Text-to-Image
Ranked #55 of 61 models · 28.6% win rate Leaderboard
Bria FIBO
Bria FIBO — Text Rendering

Bria FIBO #55

Apollo 11: Journey to Tranquility · Text Rendering
Bria FIBO — Text Rendering

Bria FIBO #55

Modern Clean Menu · Text Rendering
Bria FIBO — Text Rendering

Bria FIBO #55

Vintage Cafe Logo · Text Rendering
Bria FIBO — Text Rendering

Bria FIBO #55

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 — Text Rendering

Nano Banana #16

Apollo 11: Journey to Tranquility · Text Rendering
FLUX1.1 [pro] — Text Rendering

FLUX1.1 [pro] #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 — Text Rendering

Nano Banana #16

Modern Clean Menu · Text Rendering
FLUX1.1 [pro] — Text Rendering

FLUX1.1 [pro] #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

Art

Text-to-Image
Ranked #35 of 36 models · 20.0% win rate Leaderboard
Bria FIBO
Bria FIBO — Art

Bria FIBO #35

The Halloween Invitation · Art
Bria FIBO — Art

Bria FIBO #35

The Reversed Rodeo · Art
Same prompt, other models
GPT Image 1.5 — Art

GPT Image 1.5 #1

The Halloween Invitation · Art
Nano Banana — Art

Nano Banana #28

The Halloween Invitation · Art
Qwen Image 2.0 Pro — Art

Qwen Image 2.0 Pro #36

The Halloween Invitation · Art
GPT Image 1.5 — Art

GPT Image 1.5 #1

The Reversed Rodeo · Art
Imagen 3.0 Generate 002 — Art

Imagen 3.0 Generate 002 #10

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

Product, Branding & Commercial

Text-to-Image
Ranked #60 of 61 models · 25.0% win rate Leaderboard
Bria FIBO
Bria FIBO — Product, Branding & Commercial

Bria FIBO #60

Vintage Cafe Logo · Product, Branding & Commercial
Bria FIBO — Product, Branding & Commercial

Bria FIBO #60

Magic Burger Explosion: Fiery Photorealism Challenge · Product, Branding & Commercial
Bria FIBO — Product, Branding & Commercial

Bria FIBO #60

Chalkboard Menu · Product, Branding & Commercial
Bria FIBO — Product, Branding & Commercial

Bria FIBO #60

The Halloween Invitation · Product, Branding & Commercial
Same prompt, other models
FLUX.2 [dev] Flash — Product, Branding & Commercial

FLUX.2 [dev] Flash #1

Vintage Cafe Logo · Product, Branding & Commercial
Nano Banana 2 Lite — Product, Branding & Commercial

Nano Banana 2 Lite #16

Vintage Cafe Logo · Product, Branding & Commercial
FLUX.1 [schnell] FP8 — Product, Branding & Commercial

FLUX.1 [schnell] FP8 #46

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

Stable Diffusion 3.5 Large Turbo #61

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
Nano Banana 2 Lite — Product, Branding & Commercial

Nano Banana 2 Lite #16

Magic Burger Explosion: Fiery Photorealism Challenge · Product, Branding & Commercial
FLUX.1 [schnell] FP8 — Product, Branding & Commercial

FLUX.1 [schnell] FP8 #46

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

Stable Diffusion 3.5 Large Turbo #61

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

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