OpenAI's previous generation image model with higher quality than DALL-E 2 and support for larger resolutions
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
DALL-E 3
#38 of 62 in Text-to-Image
FLUX.2 [klein] 4B
#32 of 62 in Text-to-Image
Where the votes landed
DALL-E 3
0%
win rate
Ties
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FLUX.2 [klein] 4B
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 3
- + High artistic detail with intricate textures on the book and sphere
- + Strong visual appeal and professional lighting
- − Failed the spatial instructions by putting the book inside the cube
- − The sphere is on top of the book rather than just inside the cube
- − Modified the cube to have a wooden frame not mentioned in the prompt
FLUX.2 [klein] 4B
- + Perfect adherence to all spatial instructions in the prompt
- + Photorealistic rendering and natural lighting
- + Accurately depicts the plant visible through the glass as requested
- − The sphere's reflection on the bottom glass panel is slightly off-center
- − Simpler composition compared to the other model
Verdict: While DALL-E 3 produced a more intricate, artistic image, it failed nearly every spatial instruction, placing the book inside and the sphere on top of it. FLUX.2 [klein] 4B followed the prompt perfectly, correctly placing the sphere inside the cube and the book on top, while maintaining a high level of photorealism.
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 3
- + Excellent atmosphere with strong reflections and cinematic lighting
- + Creative use of foreground framing to simulate a candid shot
- + Successfully captures the puddle reflection as requested
- − Anatomical errors in the man's feet (bare feet, unusual toes)
- − The man's proportions and neck area look slightly distorted
- − Visible car lighting lacks the requested motion blur effect
FLUX.2 [klein] 4B
- + Outstanding realism in skin texture and clothing materials
- + Better adherence to the 'natural, no stylization' requirement
- + Much more accurate anatomy and realistic interaction with the bicycle
- − Lacks significant motion blur for passing cars
- − Missing the puddle reflection requested by the prompt
- − Composition is more centered and less 'imperfectly framed' than requested
Verdict: DALL-E 3 captures the 'cinematic' and 'imperfect framing' aspects well but fails on realism with significant anatomical errors in the subject's feet. FLUX.2 [klein] 4B produces a much more believable and high-quality image with natural skin textures, though it misses the specific request for ground reflections.
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 3
- + Exceptional high-frequency detail in the skin pores, beard, and fabric textures
- + Perfectly captures the 'warm torchlight' aesthetic with dramatic amber lighting
- + Very intricate engraving on the armor which feels weighted and realistic
- − Missed the specific instruction for braided hair with beads
- − The scars look somewhat stylized rather than natural skin trauma
FLUX.2 [klein] 4B
- + Strictly followed the prompt regarding braided hair with small beads
- + Accurate depiction of faint scars and dirt on the skin
- + Strong adherence to the 'close portrait' framing with a centered composition
- − Texture on the leather straps and armor is less detailed than Model A
- − The torchlight effect feels more like a background element rather than a light source interacting with the subject
Verdict: DALL-E 3 produces a more visually stunning and atmospheric image with incredible micro-textures in the skin and armor, though it failed to include the requested braids. FLUX.2 [klein] 4B adhered much better to the specific physical traits of the character (braids and beads) but has a flatter, more digital appearance compared to the lifelike quality of the competition.
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 3
- + Excellent grid layout with varied image sizes
- + Accurately represents multiple pages of a menu design
- + Professional color blocking and vibrant accents
- − Text consists of illegible characters
- − Visuals are a bit cluttered for a 'minimalist' prompt
FLUX.2 [klein] 4B
- + Strong typography with bold sans-serif headers
- + Extremely clean and minimalist professional layout
- + Very high quality food photography with consistent lighting
- − Text contains several spelling errors (e.g., 'Mdains', 'Mdans')
- − The 'Appetizers/Pizza/Mains' sectioning is slightly confused in the labelling
Verdict: Model B (FLUX.2 [klein] 4B) follows the 'minimalist' aesthetic much more effectively than Image A, providing a high-end, clean design with professional typography. While Model A (DALL-E 3) creates a more complex grid, Model B's visual clarity and adherence to the 'bold sans-serif' font instruction make it the superior design mock-up for a restaurant.
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 3
- + Excellent adherence to the 'exploded' concept with all components suspended.
- + Highly detailed and realistic textures on the ingredients.
- + Great atmosphere with the ground explosion effect and glowing embers.
- − Multiple spelling errors including 'AGIC BURGR' and 'Limiited'.
- − The price tag is not in the requested starburst shape.
FLUX.2 [klein] 4B
- + Accurately renders the price inside a starburst as requested.
- + The secondary text 'LIMITED TIME ONLY' is spelled perfectly.
- + Bright, high-contrast colors create a strong commercial feel.
- − Completely fails the primary instruction for an 'exploded burger' with suspended components.
- − The main title text is severely garbled and unreadable.
- − Lacks the photorealistic detail and complexity requested in the prompt.
Verdict: DALL-E 3 followed the complex 'exploded burger' creative concept much better than FLUX.2 [klein] 4B, which provided a standard stacked burger. While both models struggled with the primary text, DALL-E 3's superior composition and handling of the suspension effect make it the better visual for a dynamic ad, despite the minor spelling errors.
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 3
- + Excellent chalk texture and artistic aesthetic with glowing highlights.
- + Sophisticated composition with elegant decorative flourishes.
- − Very poor spelling and legibility across all menu items.
- − Significant hallucination of random numbers and symbols instead of requested text.
FLUX.2 [klein] 4B
- + High legibility for most of the requested menu text.
- + Convincing chalk smudge effects and realistic handwritten slant.
- − Incorrectly spelled several words despite clear prompt instructions (e.g., 'Musheram', 'Ootrpous').
- − Failed to render the title in an 'elegant cursive' style as requested, instead using a blocky print.
Verdict: DALL-E 3 captures a much more beautiful and atmospheric cafe aesthetic with realistic chalk textures, but it completely fails to render the requested text accurately. FLUX.2 [klein] 4B follows the text prompt much more closely, allowing the viewer to actually read the menu items, though it suffers from minor spelling errors and a more basic composition. FLUX.2 is the likely winner for successfully conveying the specific menu content requested.
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 3
- + Features a beautiful cinematic lighting scheme with a vibrant nebula background.
- + Good surreal atmosphere with the horse galloping over clouds in space.
- − Failed the negative constraint; the astronaut is on top of the horse instead of the horse being on top.
- − The horse's anatomy is slightly distorted in the rear legs.
FLUX.2 [klein] 4B
- + Extremely high level of detail on the space suit and horse's coat.
- + Sharp textures and realistic lighting on the planet surface below.
- − Failed the negative constraint; the astronaut is on top of the horse instead of the horse being on top.
- − The horse's hooves are kicking up dust in a vacuum, which lacks physical logic.
Verdict: Both DALL-E 3 and FLUX.2 failed the fundamental logical challenge of placing the horse on top of the astronaut, both defaulting to the standard 'astronaut riding a horse' trope. FLUX.2 is the technical winner due to significantly higher resolution and detail, whereas DALL-E 3 appears somewhat blurry and lower in quality by comparison.
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 3
- + Excellent texture on the capybara's fur and whiskers
- + Rich, cinematic lighting with realistic reflections on the dashboard
- + Professional composition showing the street environment and interior details clearly
- − Failed to include the human passenger in the back seat
- − The capybara's paws are rendered more like human-hair hands than actual capybara webbing
FLUX.2 [klein] 4B
- + Successfully included all prompt elements, including the bored businesswoman looking at her phone
- + Accurate representation of capybara paws on the steering wheel
- + Realistic, candid composition that feels like a real photograph
- − The scale of the car interior is slightly warped, making the backseat passenger look like she is sitting right next to the driver
- − The capybara's eyes lack a bit of the 'professional' life seen in the other model
Verdict: While DALL-E 3 produced a more visually stunning and 'clean' image, it completely ignored the requirement for a businesswoman in the back seat. FLUX.2 [klein] 4B followed the prompt perfectly, capturing the juxtaposition of the animal driver and the bored passenger, which was the core of the creative request.
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 3
- + Exquisite visual detail with highly intricate gothic borders and textures
- + Excellent captures of the requested vintage parchment feel and cinematic lighting
- + Creative interpretation of the central jack-o-lantern within a carved frame
- − Failed significantly on text rendering, with most words being garbled gibberish
- − The 'Halloween Party Invitation' text is split and visually cluttered
FLUX.2 [klein] 4B
- + Successfully included all layout elements including the scroll banner and event details at the bottom
- + Much better legibility of the core event details like the date and location
- + Strong adherence to the 'thorns' element within the webbed border
- − Significant spelling errors in the main title ('Hallbwom Party niisation')
- − Lettering in the scroll contains a typo ('friglts' instead of 'frights')
Verdict: DALL-E 3 creates a much more atmospheric and visually stunning gothic artwork, but it fails completely at the requested text transcription. FLUX.2 [klein] 4B follows the layout and text instructions much more accurately, and although it contains spelling errors, the information is legible enough to be functional as an invitation.
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 3
- + Excellent adherence to the '3D miniature' and 'diorama' style
- + Beautiful 3D lighting and soft PBR material rendering
- + Creative interpretation of sushi as stylized isometric blocks
- − Completely failed to place the text at top-center as requested
- − Missing the word 'SUSHI' in the text elements
- − The flag icon is integrated into the scene rather than the text block
FLUX.2 [klein] 4B
- + Followed text layout instructions perfectly (top-center, bold)
- + High realism in the textures of the fish and rice
- + Accurate 45 degree isometric perspective
- − Spelling error in the word 'SUSHI' (rendered as 'SUSH=')
- − Incorrect flag icon (resembles Austria/Latvia instead of Japan)
- − Failed to include the 'raised diorama base'
Verdict: DALL-E 3 produced a far more visually appealing 'miniature 3D cartoon' style as requested, though it failed significantly on the specific text placement and content instructions. FLUX.2 [klein] 4B followed the structural prompt and text layout much better but suffered from a spelling error and an incorrect flag. DALL-E 3 is the preferred winner because its artistic execution of the 'diorama' and 'PBR material' requirements is vastly superior to the relatively plain result from FLUX.2 [klein] 4B.
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 3
- + Successfully included all four requested animals: puppy, kitten, bunny, and fox kit.
- + Strong interpretation of 'big expressive eyes' and 'wholesome vibe'.
- + Excellent use of god rays and morning dew sparkles.
- − The 'butterflies' have strange kitten/animal faces, which is an odd logical error.
- − Styling leans more towards digital illustration than the requested 'hyper-photorealistic' look.
FLUX.2 [klein] 4B
- + Achieved a much higher level of photorealism in the fur and lighting textures.
- + Dynamic ‘backlit’ effect creates a natural sunrise atmosphere.
- + Anatomically correct butterflies and more realistic animal proportions.
- − Failed to include the 'baby bunny' from the prompt, showing two kittens instead.
- − The puppy's expression is somewhat melancholic compared to the 'joyful' prompt.
Verdict: DALL-E 3 followed the complex list of animals more accurately by including the bunny, though it produced bizarre animal-butterfly hybrids and had a more painterly style. FLUX.2 [klein] 4B delivered a stunningly photorealistic image with superior lighting and texture, but it failed the prompt adherence by omitting the bunny. FLUX.2 is the winner for visual quality, but DALL-E 3 is better for specific subject inclusion despite the weird artifacts.
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 3
- + Excellent graphic design with professional vector emblem styling.
- + Perfectly executed 'Est. 1720' text placement within a banner.
- + High visual quality with sophisticated stipple shading and textures.
- − Failed to include the specific brand name 'Caffè Florian', replacing it with generic text.
- − Logo is more maximalist than the 'minimalist' request.
FLUX.2 [klein] 4B
- + Successfully captured the minimalist aesthetic requested in the prompt.
- + Included the requested 'Est. 1720' text in a banner.
- + Features a clean, light background with subtle grain texture.
- − Serious spelling error in the brand name ('FLAXTION' instead of 'Florian').
- − Redundant repetition of the date text below the banner.
- − The cloche is less refined and lacks the classic vintage character of the first image.
Verdict: DALL-E 3 produced a far superior piece of graphic design with professional textures and composition, though it completely missed the specific brand name 'Caffè Florian'. FLUX.2 attempts the name but fails with a significant misspelling and redundant text elements, making DALL-E 3 the preferred choice for its overall icon quality and adherence to the vintage emblem style.
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 3
- + Excellent aesthetic consistency with high artistic quality
- + Perfect adherence to the specified NASA-inspired color palette
- + Professional poster layout that feels likes a real infographic
- − Fails to follow the specific 6-step chronological sequence requested
- − Includes non-Apollo assets like the Space Shuttle
- − Text is completely illegible lorem ipsum
FLUX.2 [klein] 4B
- + Successfully identifies most of the specific steps requested in the prompt
- + Cleaner, simpler vector style that matches the 'flat-vector' request
- + Text is partially legible and attempts to name mission phases and people
- − Poor spelling in every heading (e.g., 'APLLO 1UT 1J')
- − Layout is sparse and lacks the 'infographic poster' sophistication
- − Significant anatomical/technical errors in icons like the Saturn V rocket
Verdict: DALL-E 3 (Image A) produces much more visually stunning and 'finished' work, but it largely ignores the specific sequential logic of the prompt, including incorrect spacecraft like the Shuttle. FLUX.2 [klein] 4B (Image B) better understands the structure of the request and attempts to map out the specific mission steps, though it fails significantly on spelling and fine detail.
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