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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 3 categories in the arena

Photorealism

Image Editing
Ranked #29 of 29 models · 20.0% win rate Leaderboard
Bria FIBO
Before After
Bald man challenge
Before After
Golden Hour Stroll
Before After

Bria FIBO #29

Bald man challenge · Photorealism
Before After

Bria FIBO #29

Golden Hour Stroll · Photorealism
Same prompt, other models
Before After
#1 Nano Banana... ranks higher
Before After
#8 Seedream 4.5 ranks higher
Before After
#22 Wan 2.5 (Pr... ranks higher
Before After
#1 Nano Banana... ranks higher
Before After
#8 Seedream 4.5 ranks higher
Before After
#22 Wan 2.5 (Pr... ranks higher
Before After

Nano Banana Pro #1

Bald man challenge · Photorealism
Before After

Seedream 4.5 #8

Bald man challenge · Photorealism
Before After

Wan 2.5 (Preview) #22

Bald man challenge · Photorealism
Before After

Nano Banana Pro #1

Golden Hour Stroll · Photorealism
Before After

Seedream 4.5 #8

Golden Hour Stroll · Photorealism
Before After

Wan 2.5 (Preview) #22

Golden Hour Stroll · Photorealism
Nano Banana Pro — Photorealism

Nano Banana Pro #1

Man and Car in California · Photorealism
Seedream 4.5 — Photorealism

Seedream 4.5 #8

Man and Car in California · Photorealism
Ranked using Bald man challenge Golden Hour Stroll Man and Car in California Outfit Transfer Challenge

Lighting, Shadows & Materials

Image Editing
Ranked #30 of 30 models · 20.0% win rate Leaderboard
Bria FIBO
Before After
Bald man challenge
Before After
Golden Hour Stroll
Before After

Bria FIBO #30

Bald man challenge · Lighting, Shadows & Materials
Before After

Bria FIBO #30

Golden Hour Stroll · Lighting, Shadows & Materials
Same prompt, other models
Before After
#1 Nano Banana... ranks higher
Before After
#8 Wan 2.6 ranks higher
Before After
#23 Wan 2.5 (Pr... ranks higher
Before After
#1 Nano Banana... ranks higher
Before After
#8 Wan 2.6 ranks higher
Before After
#23 Wan 2.5 (Pr... ranks higher
Before After

Nano Banana Pro #1

Bald man challenge · Lighting, Shadows & Materials
Before After

Wan 2.6 #8

Bald man challenge · Lighting, Shadows & Materials
Before After

Wan 2.5 (Preview) #23

Bald man challenge · Lighting, Shadows & Materials
Before After

Nano Banana Pro #1

Golden Hour Stroll · Lighting, Shadows & Materials
Before After

Wan 2.6 #8

Golden Hour Stroll · Lighting, Shadows & Materials
Before After

Wan 2.5 (Preview) #23

Golden Hour Stroll · Lighting, Shadows & Materials
Nano Banana Pro — Lighting, Shadows & Materials

Nano Banana Pro #1

Man and Car in California · Lighting, Shadows & Materials
Wan 2.6 — Lighting, Shadows & Materials

Wan 2.6 #8

Man and Car in California · Lighting, Shadows & Materials
Ranked using Bald man challenge Golden Hour Stroll Man and Car in California Outfit Transfer Challenge Pose & Character Mashup

Preservation

Image Editing
Ranked #33 of 33 models · 33.3% win rate Leaderboard
Bria FIBO
Before After
Bald man challenge
Before After
Golden Hour Stroll
Before After

Bria FIBO #33

Bald man challenge · Preservation
Bria FIBO — Preservation

Bria FIBO #33

Over-the-top cartoon caricature · Preservation
Bria FIBO — Preservation

Bria FIBO #33

Studio Ghibli Anime Style · Preservation
Before After

Bria FIBO #33

Golden Hour Stroll · Preservation
Same prompt, other models
Before After
#1 Nano Banana... ranks higher
Before After
#9 Seedream 4.5 ranks higher
Before After
#25 FLUX.1 Kont... ranks higher
Before After

Nano Banana Pro #1

Bald man challenge · Preservation
Before After

Seedream 4.5 #9

Bald man challenge · Preservation
Before After

FLUX.1 Kontext [pro] #25

Bald man challenge · Preservation
Nano Banana Pro — Preservation

Nano Banana Pro #1

Over-the-top cartoon caricature · Preservation
Seedream 4.5 — Preservation

Seedream 4.5 #9

Over-the-top cartoon caricature · Preservation
FLUX.1 Kontext [pro] — Preservation

FLUX.1 Kontext [pro] #25

Over-the-top cartoon caricature · Preservation
Nano Banana Pro — Preservation

Nano Banana Pro #1

Studio Ghibli Anime Style · Preservation
Seedream 4.5 — Preservation

Seedream 4.5 #9

Studio Ghibli Anime Style · Preservation
Ranked using Bald man challenge Golden Hour Stroll Man and Car in California Outfit Transfer Challenge Over-the-top cartoon carica... Pose & Character Mashup +1 more

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