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GPT Image 2 OpenAI Stable Diffusion 3.5 Large Stability AI

Settled by community votes across 2 shared challenges, with an AI judge weighing in on each.

GPT Image 2

28.2 arena score

#3 of 44 in Text-to-Image

Top 3 in Text-to-Image
Skill signature

Not enough comparable category data

The chart appears once both models have ratings across at least three shared arena categories.

Stable Diffusion 3.5 Large

22.9 arena score

#25 of 44 in Text-to-Image

Vote tally

Where the votes landed

GPT Image 2

100.0%

win rate

Ties

0.0%

Stable Diffusion 3.5 Large

0.0%

win rate

100.0% 0.0% ties 0.0%
Shared challenges 2

Challenge by challenge

The strongest take from each model on every shared challenge, with the AI judge's read.

Modern Clean Menu

Text-to-Image

“Modern minimalist restaurant menu design, white background with colorful food photos in grid, sections for appetizers/pizza/mains, bold sans-serif fonts, vibrant accents, clean professional layout for casual dining.”

GPT Image 2
Stable Diffusion 3.5 Large
100% wins 0% ties 0% wins

AI Judge Analysis

GPT Image 2

  • + Excellent text rendering with no spelling errors.
  • + Perfect adherence to requested sections (Appetizers, Pizza, Mains).
  • + Professional, balanced layout suitable for a real-world use case.
  • The food photos, while clean, have a slightly generic 'stock photo' appearance.

Stable Diffusion 3.5 Large

  • + High-quality, artistic photography with good lighting.
  • + Creative interpretation of a grid layout using border columns.
  • Extensive text corruption and gibberish ('APPETIZRS FHOPEADRE', 'MAIMAES').
  • Poor adherence to specific prompt sections, omitting the 'Pizza' header entirely in favor of nonsensical text.
  • Layout feels more like a social media mood board than a functional restaurant menu.

Verdict: GPT Image 2 is the clear winner as it produces a fully functional, professional-grade menu with perfect typography and logical structure. In contrast, Stable Diffusion 3.5 Large fails significantly on text legibility and structural coherence, resulting in a layout that is visually interesting but practically unusable.

Vintage Cafe Logo

Text-to-Image

“Vintage minimalist restaurant logo for "Caffè Florian", retro cloche dome with steam and "Est. 1720" banner, classic typography, warm brown and cream tones, subtle texture on light background, vector emblem style.”

GPT Image 2
Stable Diffusion 3.5 Large

AI Judge Analysis

GPT Image 2

  • + Excellent typography with perfect spelling and professional spacing
  • + Sophisticated engraving-style illustation that fits the 'vintage aesthetic'
  • + Highly cohesive vector emblem composition
  • May be slightly more complex than 'minimalist' suggests, though it fits the 'vintage' theme well

Stable Diffusion 3.5 Large

  • + Successfully captures a more minimalist vector style
  • + Good use of negative space in the cloche
  • Spelling error in 'Cafféé'
  • The cloche dome is floating awkwardly and contains multiple clashing steam styles
  • Text layout is less balanced than Model A

Verdict: GPT Image 2 is significantly better, featuring perfect typography and a professional, cohesive vintage emblem design. Stable Diffusion 3.5 Large fails on basic spelling and has a disjointed central illustration that lacks the polish of a real logo.

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