OpenAI's legacy image generation model supporting generations, edits with masks (inpainting), and variations
Settled by community votes across 6 shared challenges, with an AI judge weighing in on each.
DALL-E 2
#59 of 62 in Text-to-Image
Imagen 3.0 Generate 002
#36 of 62 in Text-to-Image
Where the votes landed
DALL-E 2
0%
win rate
Ties
0%
Imagen 3.0 Generate 002
0%
win rate
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.”
AI Judge Analysis
DALL-E 2
- + Strong minimalist aesthetic with bold typography
- + High contrast and vibrant color palette
- − Fails to follow the grid layout requirement
- − Food images are abstracted and unidentifiable
- − Nonsensical text and lack of clear menu sections
Imagen 3.0 Generate 002
- + Perfect adherence to the grid layout and section requirements
- + Authentic and appetizing food photography
- + Professional layout that resembles an actual functional menu
- − Some minor spelling errors in menu headings like 'APPETIEES'
- − Text at the bottom is slightly blurry
Verdict: Imagen 3.0 Generate 002 is the clear winner as it produced a highly functional, professional-grade menu layout that strictly followed the prompt's structural requirements, including the grid format and specific food sections. DALL-E 2 produced an artistic concept that lacks the clarity, food realism, and structural organization expected for a restaurant menu.
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.”
AI Judge Analysis
DALL-E 2
- + Successfully captures a dynamic, painterly sense of fire and motion.
- + Vibrant color palette with strong glowing effects.
- − Text is heavily garbled and misspelled ('MARGIC BAGUEC').
- − Low visual fidelity with blurred details and artifacts.
- − Missing several requested elements like the price starburst and specific secondary text.
Imagen 3.0 Generate 002
- + Excellent text rendering with near-perfect spelling for all requested phrases.
- + High-quality, photorealistic textures on the burger ingredients.
- + Strong adherence to all prompt elements including the starburst and price.
- − The 'exploded' effect feels a bit static and vertically stacked compared to the 'magic' theme.
- − The starburst includes some nonsensical decorative text above the price.
Verdict: Imagen 3.0 Generate 002 is the clear winner as it followed every instruction in the prompt, including complex text rendering and specific layout elements like the price starburst. DALL-E 2 produced a low-resolution, blurry image with significant spelling errors and failed to include most of the requested secondary text.
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.”
AI Judge Analysis
DALL-E 2
- + Authentic chalk texture and smear effects
- + Captures a sense of natural handwriting variation
- − Text is completely illegible and nonsensical
- − Failed to follow any specific text instructions in the prompt
- − Poor image resolution and clarity
Imagen 3.0 Generate 002
- + Excellent prompt adherence with mostly accurate text rendering
- + Clean, high-resolution visual quality
- + Consistent chalk handwriting style throughout the board
- − Contains minor spelling errors like 'Risotttto' and 'Octpsuin'
- − The bottom text feels slightly more digital than the main menu items
Verdict: Imagen 3.0 Generate 002 is the clear winner as it successfully rendered the specific requested text, date, and menu items with high legibility. DALL-E 2 completely failed the text-rendering aspect of the challenge, producing gibberish that only vaguely resembles the shape of handwriting.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
DALL-E 2
- + Matches the 'horse on top' requirement correctly
- + Captures a surreal aesthetic
- + Interesting color palette with a textured finish
- − Low image resolution and clarity
- − Significant anatomical artifacts on the horse legs
- − Poorly defined astronaut figure
Imagen 3.0 Generate 002
- + Excellent visual quality and high resolution
- + Highly detailed spacesuit and horse textures
- + Cinematic lighting and composition
- − Failed the negative constraint; the astronaut is riding the horse
- − Lacks the surrealism requested by following a standard trope
- − Standard interpretation of the prompt
Verdict: This comparison highlights a classic trade-off between prompt adherence and image quality. DALL-E 2 successfully followed the difficult 'horse on top' spatial instruction but produced a low-quality, muddy image, whereas Imagen 3.0 Generate 002 produced a stunning, high-fidelity cinematic image that completely ignored the specific inversion requested. DALL-E 2 is the better interpretation of the text, but Imagen 3.0 is a significantly better piece of digital art.
Isometric Miniature Diorama Scenes
Text-to-Image“Create a clear, 45° top-down isometric miniature 3D cartoon scene of Japan's signature dish: sushi, with soft refined textures, realistic PBR materials, gentle lighting, on a small raised diorama base with minimal garnish and plate. Solid light blue background. At top-center: 'JAPAN' in large bold text, 'SUSHI' below it, small flag icon. Perfectly centered, ultra-clean, high-clarity, square format.”
AI Judge Analysis
DALL-E 2
- + Features a sharp isometric angle.
- + High-contrast lighting creates strong shadows.
- − Failed significantly on text rendering, producing 'Sush' instead of the requested words.
- − The sushi models are abstract and do not resemble realistic or identifiable sushi.
- − Failed to include the Japan flag icon.
Imagen 3.0 Generate 002
- + Perfectly adhered to all text and icon instructions, including 'JAPAN', 'SUSHI', and the flag.
- + Excellent 3D miniature aesthetic with soft, high-quality textures.
- + Rich, appealing composition with various sushi types on a clear diorama base.
- − The text is placed at the top-left rather than the requested top-center.
Verdict: Imagen 3.0 Generate 002 followed almost every instruction perfectly, delivering a high-quality 3D diorama with accurate text and iconography. In contrast, DALL-E 2 failed to render the text correctly and provided an abstract, unrecognizable representation of sushi.
Adorable Baby Animals in Sunny Meadow
Text-to-Image“Hyper-photorealistic scene of fluffy baby animals—a golden retriever puppy, tabby kitten, baby bunny, and red fox kit—with big expressive eyes and ultra-detailed soft fur, playfully chasing butterflies and tumbling together in a lush wildflower meadow, warm golden sunrise light with god rays and dew sparkles, joyful wholesome vibe, 8K masterpiece.”
AI Judge Analysis
DALL-E 2
- + Attempts the action of chasing butterflies.
- + Includes a golden retriever puppy and a kitten.
- − Very low realism with significant anatomical distortions and 'painted' aesthetics.
- − Glitchy, distorted butterflies and missing animal types like the fox kit.
- − Poor composition with animals cut off at the edges and blurry textures.
Imagen 3.0 Generate 002
- + Successfully includes all four requested animal types (puppy, kitten, bunny, fox).
- + Extremely high visual quality with detailed fur textures and sparkling dew.
- + Excellent lighting effects with clear god rays and a warm sunrise glow.
- − The animals are more posed than actively 'chasing' butterflies.
- − One animal's paw (bunny's back leg) is slightly disconnected/anatomically awkward.
Verdict: Imagen 3.0 Generate 002 is the clear winner as it followed the complex prompt by including all four distinct animals with high fidelity and realistic textures. DALL-E 2 struggled significantly, producing a low-resolution image with severe artifacts, distorted anatomy, and missing subjects.
Explore each model
Google's Imagen 3.0 text-to-image generation model, producing high-quality images with improved detail and lighting