OpenAI's legacy image generation model supporting generations, edits with masks (inpainting), and variations
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
DALL-E 2
#59 of 62 in Text-to-Image
Imagen 4.0 Fast Generate 001
#52 of 62 in Text-to-Image
Where the votes landed
DALL-E 2
0.0%
win rate
Ties
0.0%
Imagen 4.0 Fast Generate 001
100.0%
win rate
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
Geometric Composition
Text-to-Image“A glass cube on a wooden table. Inside the cube is a small blue sphere. On top of the cube sits a red book. A green plant is behind the cube, partially visible through the glass. Soft window light from the left.”
AI Judge Analysis
DALL-E 2
- + Features a wooden table texture
- + Includes all requested colors (red, blue, green)
- − Failed to place the sphere inside the cube
- − Failed to place the book on top of the cube
- − Object proportions and spatial relationships are incorrect
Imagen 4.0 Fast Generate 001
- + Perfect prompt adherence for all spatial relationships
- + High visual fidelity with realistic lighting and reflections
- + Accurately renders the plant behind the glass
- − The bottom of the cube appears mirrored rather than transparent glass
Verdict: DALL-E 2 completely fails to follow the spatial instructions, resulting in a confusing composition where the colors are present but not in the required positions. In contrast, Imagen 4.0 Fast Generate 001 follows every part of the prompt perfectly, placing the sphere inside the cube and the book on top, while delivering a much more photorealistic and aesthetically pleasing image.
Candid Street Photography
Text-to-Image“A candid street photo of an elderly Japanese man repairing a red bicycle in light rain, reflections on wet pavement, shallow depth of field, 50mm lens, natural skin texture, imperfect framing, motion blur from passing cars, cinematic but realistic, no stylization.”
AI Judge Analysis
DALL-E 2
- + Successfully captures a red bicycle
- + Includes wet pavement reflections
- + Depicts shallow depth of field
- − Subject is out of focus and identity is unclear
- − Low overall image resolution and clarity
Imagen 4.0 Fast Generate 001
- + Clear representation of an elderly Japanese man
- + High visual quality and realistic skin textures
- + Excellent wet road reflections and car background
- − The frame-within-a-frame is more planned than 'imperfect framing'
- − Motion blur on cars is subtle
Verdict: Imagen 4.0 Fast Generate 001 provides a high-quality, coherent image that follows almost all prompt instructions including the subject's age and ethnicity. DALL-E 2 fails to keep the subject in focus, making it difficult to verify the identity of the person or the quality of the repair action.
Fantasy Warrior
Text-to-Image“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”
AI Judge Analysis
DALL-E 2
- + Successfully interprets the fantasy setting and armor concept.
- + Captures the warm lighting and bokeh elements requested in the prompt.
- − Resolution is low and details appear muddy or distorted.
- − Lacks the requested lifelike eyes and braided hair detail.
Imagen 4.0 Fast Generate 001
- + High resolution with clear, realistic textures on the leather jacket.
- + Excellent composition and framing of the human subject within the environment.
- − Completely ignores the prompt instructions regarding armor, paladins, and warm torchlight.
- − Provides a modern-day setting instead of the requested fantasy scene.
Verdict: DALL-E 2 attempted to follow the prompt's thematic instructions but failed on technical execution and clarity. Imagen 4.0 Fast Generate 001 produced a high-quality, realistic image that is entirely irrelevant to the user's specific request. DALL-E 2 is preferred only because it stayed on-topic, despite the poor visual quality.
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 bold typography visually matches the 'bold sans-serif' requirement.
- + Artistic approach to food photography with unique geometric framing.
- − Fails to include distinct sections for appetizers, pizza, or mains.
- − Food photography is distorted and less appetizing due to abstract cuts.
- − Text is illegible and meaningless.
Imagen 4.0 Fast Generate 001
- + Excellent adherence to all prompt requirements, including specific menu sections.
- + Clean, professional layout that looks like a real casual dining menu.
- + High-quality food photography that is consistent with the 'grid' request.
- − Minor spelling errors in headers (e.g., 'APETIERS').
- − Pricing is somewhat repetitive and contains some illogical values.
Verdict: Imagen 4.0 Fast Generate 001 followed the prompt requirements almost perfectly, creating a functional and professional menu layout with clear sections for appetizers, pizza, and mains. In contrast, DALL-E 2 produced an abstract brochure-style design that lacked the specific structural elements requested. Imagen 4.0 is the clear winner for its superior composition, clarity, and relevance to the professional context.
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
- + Strong atmospheric lighting with a high sense of energy and fire.
- + Creative use of flame effects to outline food components.
- − Text is heavily garbled and misspelled.
- − Very poor anatomy for a burger with indistinguishable ingredients.
- − Low resolution and significant visual artifacts.
Imagen 4.0 Fast Generate 001
- + Perfect text rendering of all requested phrases including the price and euro symbol.
- + Excellent photorealistic detail on food textures like the sesame bun and meat patty.
- + Clean composition that follows the 'exploded view' prompt precisely.
- − The 'fiery background' is slightly muted, focusing more on sparks than Intense flames.
Verdict: Imagen 4.0 Fast Generate 001 provides a professional-grade advertisement that follows every detail of the prompt, including complex text and specific price formatting. In contrast, DALL-E 2 fails significantly on text legibility and image clarity, producing a messy and unintelligible result.
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
- + Successfully captures a realistic, textured chalk aesthetic
- + Demonstrates natural variation in letter size and slanting as requested
- − Fails completely to render legible text or the specific requested words
- − The composition is a blurry, low-resolution crop
Imagen 4.0 Fast Generate 001
- + Excellent text rendering with near-perfect prompt adherence for the specific menu items
- + Clean composition with a clear cafe aesthetic and framed board
- + Logical completion of the truncated 'Brown But...' prompt to 'Brown Butter Chocolate Chip Cookies'
- − The handwriting style looks more like a digital font than natural chalk texture
- − Minor spelling error in 'Octuphus'
Verdict: Imagen 4.0 Fast Generate 001 is the clear winner here for its ability to follow complex text instructions and render the specific menu items requested. While DALL-E 2 captures a more authentic chalk texture, it produces unintelligible gibberish, whereas Imagen 4.0 provides a functional and highly legible menu.
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
- + Successfully followed the difficult spatial instruction of having the horse on top of the astronaut.
- − Very low image resolution and significant artifacts throughout.
- − The anatomical structure of both the horse and the astronaut is blurry and poorly defined.
Imagen 4.0 Fast Generate 001
- + High visual clarity with sharp details and cinematic lighting.
- + Excellent aesthetic quality in the background nebulae and the horse's texture.
- − Completely failed the specific spatial instruction of 'horse on top, not vice versa'.
- − The astronaut's arm and hand position on the horse's back is anatomically awkward.
Verdict: This was a trick prompt designed to test spatial logic. While Imagen 4.0 produced a much more beautiful and high-resolution image, it completely ignored the specific instruction to place the horse on top of the astronaut. DALL-E 2 produced a low-quality, blurry image, but it was the only model to successfully interpret and visualize the surreal hierarchy requested by the prompt.
The Capybara Taxi Driver
Text-to-Image“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”
AI Judge Analysis
DALL-E 2
- + Attempts the night scene with blurred city lights in the background.
- − Failed to render a recognizable capybara, showing a high-contrast distorted figure instead.
- − Human character expression is shocked and distorted rather than bored.
- − Severe anatomical and object artifacts including floating lines and mangled hands.
- − Incorrect composition with the human in the front or middle ground rather than back seat.
Imagen 4.0 Fast Generate 001
- + Perfect adherence to all prompt elements including the specific hat, jacket, and paws on the wheel.
- + Excellent photorealistic quality with clear textures on the capybara's fur and the car interior.
- + Successfully captures the specific requested expressions of 'calm' and 'bored' for both characters.
- − Lighting is somewhat bright for a night scene, appearing more like dusk or early evening.
Verdict: DALL-E 2 failed significantly, producing a surreal and distorted image with major anatomical errors and poor prompt adherence. In contrast, Imagen 4.0 Fast Generate 001 followed the prompt perfectly, delivering a high-quality, professional-looking image that accurately depicts every detail from the capybara's uniform to the passenger's specific bored expression.
The Halloween Invitation
Text-to-Image“Vintage gothic Halloween party invitation. Dark parchment poster, spooky border with webs and thorns, central glowing jack-o-lantern, bats, twisted trees, moody night sky. Add elegant gothic title text saying "Halloween Party Invitation", a small scroll banner saying "You are invited to a night of frights", and event details at the bottom: Date: 30.10.2026 Time: 7pm Location: The Arches, NYC Spooky but polished, cinematic lighting, square format.”
AI Judge Analysis
DALL-E 2
- + Successfully captures a weathered, antique, and hand-drawn vintage aesthetic.
- + Conveys a strong sense of texture and 'gothic' atmosphere through the border.
- − Text is largely illegible and contains several misspellings and gibberish symbols.
- − Missing specific requested elements like the glowing jack-o-lantern and bats.
- − Lower overall clarity and resolution compared to the modern standard.
Imagen 4.0 Fast Generate 001
- + Excellent prompt adherence with all text fields present and mostly legible.
- + High visual clarity and polished graphic design style.
- + Perfectly captures all specific elements: jack-o-lantern, bats, webs, and scroll banner.
- − 'INVITATION' is misspelled in the main title.
- − The style is more of a clean digital illustration than an authentic 'vintage parchment' look.
Verdict: Imagen 4.0 Fast Generate 001 is the superior choice because it followed the complex instructions, including specific text dates and locations, with high clarity. DALL-E 2 failed to render the legible text or the central motifs requested, resulting in a vague, albeit atmospheric, smudge of an image.
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 bright, vibrant background color.
- − Failed to render the required 'JAPAN' text and misspelled 'SUSHI' as 'Sush'.
- − Missing the flag icon and diorama base completely.
- − The 3D models are low quality and lack the requested PBR material realism.
Imagen 4.0 Fast Generate 001
- + Excellent adherence to all text requirements including 'JAPAN', 'SUSHI', and the flag icon.
- + Perfectly captures the isometric diorama aesthetic with high-quality PBR textures.
- + The composition is clean, centered, and follows the 45-degree angle instruction.
- − The white border around the square frame was not explicitly requested but helps the presentation.
Verdict: Model B (Imagen 4.0 Fast Generate 001) followed every part of the prompt perfectly, including complex text and icon placement, and delivered high-quality 3D assets. Model A (DALL-E 2) failed on nearly all technical fronts, including text spelling and the fundamental composition of a diorama base.
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
- + Captures a sense of motion and playfulness
- + Includes the butterfly requested in the prompt
- − Low visual fidelity with heavy artifacting and blurry textures
- − Anatomy of the smaller animals is distorted and incoherent
- − Fails to clearly represent all four distinct animals requested
Imagen 4.0 Fast Generate 001
- + Excellent photographic clarity and high-resolution fur textures
- + Accurately represents all four requested animal species
- + Striking lighting with effective use of backlighting and golden hour tones
- − Failed to include the requested butterflies
- − The scene is a static pose rather than the requested 'playfully chasing' action
Verdict: Imagen 4.0 Fast Generate 001 produces a much higher quality image with clear, recognizable animals and beautiful lighting, though it fails to capture the 'chasing' action and butterflies. DALL-E 2 attempts the requested action and elements but suffers from severe technical quality issues, resulting in a messy and anatomically incorrect composition. Imagen is the clear winner for its superior realism and detail.
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.”
AI Judge Analysis
DALL-E 2
- + Matches the warm brown and cream color palette.
- + Includes a cloche dome element.
- − Text is completely unintelligible and garbled.
- − Cloche symbol is poorly formed and lacks the requested steam.
- − Layout is messy with random artifacts and floating letter fragments.
Imagen 4.0 Fast Generate 001
- + Perfectly renders all requested text including the accent on 'Caffè'.
- + Includes all requested elements: cloche with steam and an 'Est. 1720' banner.
- + Clean, professional vector composition that follows the minimalist logo style.
- − The background color leans slightly more cool/blue than the 'warm/light' background requested.
- − Small gibberish text exists above the main name.
Verdict: Imagen 4.0 successfully followed all prompt instructions, producing a clean, legible, and professional-looking logo with accurate typography. DALL-E 2 failed significantly on the text rendering, providing nonsensical characters and a disorganized composition.
Apollo 11: Journey to Tranquility
Text-to-Image“Create a clean, modern vector infographic poster about the Apollo 11 mission. NASA-inspired palette (navy, white, muted red, light gray). Flat-vector style, crisp lines, consistent iconography, subtle gradients only. Steps (stop at landing): 1. Launch (Saturn Vicon) 2. Earth Orbit (Earth + orbit ring icon) 3. Translunar (trajectory arc icon) 4. Lunar Orbit (Moon + orbit ring icon) 5. Descent (lunar module descending icon) 6. Landing (lunar module on the surface icon) Small supporting elements (minimal text): • Crew strip: three silhouette icons with only last names: Armstrong, Aldrin, Collins. • Landing site marker: Moon pin labeled "Tranquility" only. Layout constraints: generous margins, large readable labels, clean background with subtle stars. Vector-only, print-poster look, high resolution.”
AI Judge Analysis
DALL-E 2
- + Captures the navy and red color palette accurately.
- + Creates a dense, complex layout that feels like a technical blueprint.
- − Text is completely illegible and gibberish, failing to spell 'Apollo'.
- − Does not follow the requested step-by-step instruction sequence.
- − Visual style is messy with heavy artifacts and lack of crisp vector lines.
Imagen 4.0 Fast Generate 001
- + Successfully adopts a clean, flat-vector infographic style.
- + Follows the sequential logic of the prompt much better than the competitor.
- + Text is legible, though it contains spelling errors.
- − Contains several spelling errors like 'APOLO', 'MOOR', and 'VICON'.
- − The layout and logic of the connecting lines are somewhat confusing and circular.
Verdict: Imagen 4.0 Fast Generate 001 is the clear winner as it provides a legible, clean infographic that matches the requested vector aesthetic, despite several typos. DALL-E 2 fails significantly on prompt adherence, producing garbled text and a disorganized layout that does not function as an infographic.
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