Grok Imagine Image vs Stable Diffusion 3.5 Large Turbo

Head-to-head across 2 challenges

Grok Imagine Image

100.0%

win rate

Ties

0.0%

Stable Diffusion 3.5 Large Turbo

0.0%

win rate

100.0% 0.0% ties 0.0%

Challenge Results

Magic Burger Explosion: Fiery Photorealism Challenge

Text-to-Image

“Ad for 'Magic Burger'. Dynamic, exploded burger with all components (bun, patty, cheese, lettuce, tomato, sauce) suspended in mid-air. Emphasize photorealistic detail and a sense of motion. Dark, fiery background with glowing embers. Integrate text: 'MAGIC BURGER' as a prominent title, 'LIMITED TIME ONLY' as a secondary message, and '€6.99' in a starburst, all rendered with a fiery, glowing effect.”

Grok Imagine Image
Stable Diffusion 3.5 Large Turbo
100% wins 0% ties 0% wins

AI Judge Analysis

Grok Imagine Image

  • + Perfectly follows all text instructions including specific slogans and pricing with correct characters.
  • + Dynamic 'exploded' view effectively shows all ingredients suspended in mid-air as requested.
  • + High level of photorealistic detail in the texture of the patty, seeds, and fresh vegetables.
  • The starburst sticker feels a bit like clip-art compared to the high-quality rendering of the burger.

Stable Diffusion 3.5 Large Turbo

  • + Good use of lighting and embers to create a moody, fiery atmosphere.
  • + Interesting melting effects on the bottom bun to simulate heat.
  • Failed to include any of the requested text elements (Magic Burger, Limited Time Only, €6.99).
  • Did not create an 'exploded' view; the burger is mostly assembled with a skewer through it.
  • The image has a more 'CGI' or 'plastic' feel rather than the requested photorealistic look.

Verdict: Grok Imagine is the clear winner as it followed every instruction in the prompt, including complex text rendering and the specific 'exploded' layout. Stable Diffusion 3.5 Large Turbo failed to include any text or the exploded composition, resulting in a generic burger image that missed the core requirements of the ad concept.

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.”

Grok Imagine Image
Stable Diffusion 3.5 Large Turbo
100% wins 0% ties 0% wins

AI Judge Analysis

Grok Imagine Image

  • + Excellent text rendering with perfect spelling and realistic chalk texture.
  • + Authentic chalkboard aesthetic with smudges and natural handwriting variations.
  • + Strict adherence to the requested items and date.
  • The 'elegant cursive' for the title is more of a print-style than true cursive.

Stable Diffusion 3.5 Large Turbo

  • + Aesthetic café setting with clean composition.
  • + Nice use of decorative elements like small hearts.
  • Fails significantly on text accuracy with numerous spelling errors ('specils', 'ocopus', 'luea').
  • The text looks more like a digital font or vector graphic than hand-drawn chalk.
  • Incomplete prompt fulfillment regarding the list of items.

Verdict: Grok Imagine dramatically outperforms Stable Diffusion 3.5 Large Turbo in this challenge. While Grok Imagine produced clear, perfectly spelled, and realistically textured chalk handwriting, Stable Diffusion struggled with basic spelling and generated text that appeared like a digital overlay rather than chalk.

Grok Imagine Image

An image generation model by xAI designed to generate highly aesthetic images from text descriptions.

Stable Diffusion 3.5 Large Turbo

Distilled version of SD 3.5 Large that generates high-quality images in just 4 steps, offering faster inference and reduced costs