Qwen Image 2512 Alibaba Stable Diffusion 3.5 Large Turbo Stability AI

Settled by community votes across 1 shared challenge, with an AI judge weighing in on each.

Qwen Image 2512

22.4 arena score

#26 of 44 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 Turbo

6.0 arena score

#44 of 44 in Text-to-Image

Vote tally

Where the votes landed

Qwen Image 2512

win rate

Ties

Stable Diffusion 3.5 Large Turbo

win rate

Shared challenges 1

Challenge by challenge

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

Chalkboard Menu

Text-to-Image

“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”

Qwen Image 2512

Stable Diffusion 3.5 Large Turbo

AI Judge Analysis

Qwen Image 2512

+ Excellent text rendering with accurate spelling of complex menu items.
+ Authentic chalkboard texture including smudges and realistic chalk dust.
+ Consistently elegant cursive style that matches the prompt's aesthetic.

− Minor spelling error in 'Risitto' instead of 'Risotto'.
− The text looks slightly like a digital font overlay due to perfectly clean edges on some letters.

Stable Diffusion 3.5 Large Turbo

+ Bright, clean composition with good lighting effects.
+ Includes the requested cafe environment elements like plants and lighting.

− Significant spelling failures and garbled text across the entire board.
− Text style appears more like a digital marker or vector than realistic chalk.
− Failed to include the specific dates and prices requested in the prompt.

Verdict: Qwen Image 2512 is the clear winner as it successfully rendered almost all of the complex text requested with high legibility and a realistic chalkboard aesthetic. In contrast, Stable Diffusion 3.5 Large Turbo struggled with basic spelling and failed to follow the specific layout and content instructions of the prompt.