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.1 [dev]
#16 of 62 in Text-to-Image
Where the votes landed
DALL-E 3
100.0%
win rate
Ties
0.0%
FLUX.1 [dev]
0.0%
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 level of intricate detail within the sphere
- + Rich textures on the wood and book cover
- + Strong sense of cinematic lighting
- − Failed spatial reasoning by putting the book inside the cube instead of on top
- − The cube has a wooden frame not mentioned in the prompt
- − The sphere is on the book rather than just 'inside the cube'
FLUX.1 [dev]
- + Followed all spatial instructions perfectly (blue sphere inside, red book on top)
- + Realistic glass reflections and transparency
- + Accurately captured the 'soft window light from the left' condition
- − The sphere appears to be floating without visible support
- − Composition is a bit tighter/cropped compared to Image A
Verdict: FLUX.1 [dev] followed the prompt's spatial instructions perfectly, correctly placing the red book on top of the glass cube and the blue sphere inside it. DALL-E 3 failed on almost every spatial constraint, placing the book inside the cube and adding a wooden frame that wasn't requested. While DALL-E 3 has more artistic flair, FLUX.1 [dev] is the superior model for following the specific layout dictated by the text.
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 atmospheric lighting and puddles with realistic reflections.
- + Strong adherence to the 'imperfect framing' and 'candid' aspects of the prompt.
- + Highly evocative composition with foreground elements and rain-slicked textures.
- − Anatomical issues with the man's neck and bare feet which look distorted.
- − The man's clothing and barefoot status feel slightly out of place for a rainy street scene.
FLUX.1 [dev]
- + Impressive realistic skin texture and clothing materials.
- + Very high technical clarity and resolution.
- + Accurate representation of an elderly man's anatomy and attire for the weather.
- − Lacks the requested 'motion blur' from passing cars.
- − Framing is very centered and clean, missing the requested 'imperfect framing' candid feel.
- − Rain looks like static noise rather than a physical atmospheric effect.
Verdict: DALL-E 3 captures the specific 'candid' and 'imperfect' cinematic mood much better than FLUX.1 [dev], successfully incorporating motion blur and complex reflections. However, FLUX.1 [dev] produces much higher visual fidelity, specifically in the man's face and skin texture, though it fails on some of the specific technical photography requests like motion blur and framing style.
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
- + Excellent depiction of ornate engraved plate armor with high-contrast metallic reflections.
- + Captures the 'battle-worn' aesthetic effectively with visible scars and dirt.
- + Strong adherence to the textures of leather and cloth requested.
- − Missed the instruction for braided hair with beads.
- − The scars look slightly stylized rather than fully lifelike.
FLUX.1 [dev]
- + Followed the braided hair instruction perfectly.
- + Very lifelike, high-resolution iris detail and skin texture.
- + Subtle and realistic dirt/freckle application on the skin.
- − The armor is relatively plain and lacks the 'ornate engraved' detail specified.
- − Missing the beads in the braids mentioned in the prompt.
- − Does not appear particularly 'battle-worn', looking very clean and symmetrical.
Verdict: DALL-E 3 captured the gritty, battle-worn atmosphere and complex armor engravings much better, though it failed to include the braids. FLUX.1 [dev] produced a more photorealistic face and followed the braiding prompt, but the armor lacked the requested ornate detail and the character appeared too pristine for the 'battle-worn' description.
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
- + Stronger adherence to the 'grid' layout requested in the prompt.
- + Excellent food photography with high detail and vibrant colors.
- + Offers a multi-page square format that feels comprehensive.
- − Text consists of illegible gibberish and distorted symbols.
- − The typography is chaotic and does not follow a 'bold sans-serif' style consistently.
FLUX.1 [dev]
- + Legible English characters with clean, professional-looking sans-serif fonts.
- + Modern minimalist aesthetic with effective use of white space.
- + High-quality, isolated food photography that feels professional and realistic.
- − Missed the 'pizza' section requirement, focusing only on 'Appetizers' and 'Mains'.
- − The layout is a standard single page rather than a grid of photos.
Verdict: While DALL-E 3 followed the request for a grid layout more literally, it failed significantly on typography, producing nonsensical characters. FLUX.1 [dev] produced a much more usable design with clean, legible sans-serif fonts and a professional minimalist aesthetic, even though it missed one of the required menu sections.
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 dynamic composition with a strong sense of 'exploded' motion
- + High-quality rendering of textures like the sear on the meat and the melted cheese
- + Effective use of the fiery background elements and glowing highlights
- − Multiple spelling errors in the text including 'MAGIC BURGR' and 'Limiited'
- − The price is contained in a square box rather than the requested starburst
FLUX.1 [dev]
- + Perfect text rendering with zero spelling mistakes
- + Accurate price and secondary message placement
- + Clean, professional-looking food product stacks
- − Failed to include the primary title 'MAGIC BURGER' entirely
- − The composition is static and vertical, missing the requested 'exploded' and 'dynamic' feel
- − Background is mostly empty black space instead of a 'dark, fiery background'
Verdict: DALL-E 3 captures the energy and 'magic' of the prompt much better with its chaotic, exploded layout and vibrant lighting, though it fails significantly on spelling. FLUX.1 [dev] produces perfect text for the few words it includes, but misses the main title and results in a dull, static composition that ignores the 'dynamic' and 'fiery' requirements. DALL-E 3 is preferred for its superior adherence to the artistic vision, despite the typos.
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 flourishes.
- + Captures the warm, cozy café atmosphere with soft lighting.
- − Significant spelling errors throughout the board (e.g., 'OCCTUS', 'CLUTEE COKIES').
- − Failed to render the full text requested in the prompt, trailing off into nonsense symbols.
FLUX.1 [dev]
- + Perfect text accuracy, including the specific date and all menu items.
- + Natural-looking handwriting with realistic variations in character spacing and slant.
- + Clean, legible composition that acts as a functional menu.
- − The chalk texture is very clean, almost bordering on a digital font look in some areas.
- − The 'Today's Specials' title is not in the 'elegant cursive' style requested.
Verdict: FLUX.1 [dev] is the clear winner as it successfully rendered every specific word and price requested in the prompt with high legibility. DALL-E 3 struggled significantly with the text, producing numerous spelling errors and gibberish, despite having a more aesthetically pleasing 'chalk' texture and artistic composition.
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
- + Exhibits a beautiful and cinematic environment with a detailed nebula and atmospheric clouds.
- + Captures the surreal prompt well by having the horse run through space/clouds.
- + Excellent lighting balance between the subject and the celestial background.
- − Failed the negative constraint; the astronaut is riding the horse instead of the horse riding the astronaut.
- − Anatomy of the horse's back legs appears slightly distorted in the transition to the clouds.
FLUX.1 [dev]
- + High resolution and clean rendering of the spacesuit and horse tack.
- + Dynamic and interesting composition with a sharp horizon line.
- + Well-defined lighting on the subject's surfaces.
- − Failed the negative constraint; the astronaut is riding the horse instead of the horse riding the astronaut.
- − Less 'surreal' than the prompt requested, feeling more like a standard sci-fi image.
Verdict: Both DALL-E 3 and FLUX.1 [dev] failed the difficult spatial reasoning challenge of having the horse on top of the astronaut, providing standard 'astronaut on horse' images instead. DALL-E 3 is preferred because it adhered much better to the stylistic 'surreal' and 'cinematic' keywords, creating a more imaginative and visually striking environment compared to the relatively flat composition of FLUX.1 [dev].
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 interior texture and realistic car lighting.
- + Highly detailed fur and whiskers on the capybara.
- + Successfully followed the request for a yellow taxi driver cap.
- − Failed to include the human passenger in the back seat.
- − The capybara's hands look more like human gloves than realistic paws.
FLUX.1 [dev]
- + Successfully included both the capybara driver and the bored businesswoman passenger.
- + The composition accurately captures the 'normal ride' dynamic requested.
- + Captured the specific 'front paws on steering wheel' instruction well.
- − The passenger appears to be in the front seat next to the driver, not the back seat.
- − The background bokeh is a bit generic rather than distinctly Manhattan streets.
Verdict: FLUX.1 [dev] is the clear winner because it followed the secondary instruction to include a bored businesswoman passenger looking at her phone, which DALL-E 3 omitted entirely. While DALL-E 3 had slightly sharper textures, FLUX.1 [dev] better captured the narrative essence and character interactions specified in the prompt.
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 atmospheric detail with sophisticated 3D textures.
- + Captures the vintage gothic aesthetic perfectly with a dark parchment look.
- + Excellent visual depth and complex boarding containing webs and thorns.
- − Text rendering is mostly gibberish or heavily distorted.
- − Event details are unreadable and do not match the prompt.
FLUX.1 [dev]
- + Successfully renders most of the requested text with legible fonts.
- + Clear adherence to all prompt elements including the banner and specific event details.
- + Clean composition with a bold, glowing central jack-o-lantern.
- − Lacks the 'vintage' parchment feel, appearing more like a modern vector illustration.
- − Minor character errors in text such as 'Falloween Rantcy' and 'You Tre'.
- − The lighting is less 'cinematic' and more flat compared to its counterpart.
Verdict: DALL-E 3 produces a much more atmospheric and visually stunning gothic piece, but completely fails at the specific text requirements. FLUX.1 [dev] follows the functional aspects of the prompt by including the specific dates and location, although the overall art style feels more like a modern digital graphic than a vintage parchment poster. FLUX.1 [dev] is the winner for utility, while DALL-E 3 is superior in artistic execution.
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 3D cartoon stylization with tactile, clay-like textures.
- + Perfect adherence to the isometric perspective and diorama base request.
- + Highly polished and clean visual aesthetics.
- − Failed to place the text 'JAPAN' and 'SUSHI' at the top-center as requested.
- − The 'SUSHI' text is completely missing.
FLUX.1 [dev]
- + Successfully placed the text and flag at the top-center position.
- + Beautiful soft lighting and realistic material rendering.
- + Followed the instruction for the 'Japan' text and flag icon.
- − Text rendering contains typos such as 'SUSH CATON'.
- − The diorama and sushi are smaller and less 'bold' in the frame compared to the prompt's focus.
- − Blurry depth of field on the base plate reduces the 'ultra-clean' clarity requested.
Verdict: DALL-E 3 produced a far superior isometric diorama with high-quality 3D assets, though it integrated the branding into the base rather than the top of the image. FLUX.1 [dev] followed the layout instructions for text placement more accurately but failed on the spelling of 'SUSHI' and had a less impactful miniature style.
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 includes all four distinct animals (puppy, kitten, bunny, fox).
- + Excellent lighting with prominent god rays and dew sparkles as requested.
- + High level of texture detail in the fur and floral background.
- − Includes strange 'bird-butterfly' hybrids which look biologically nonsensical.
- − The composition feels a bit crowded and busy.
FLUX.1 [dev]
- + Clean, cute character designs with expressive eyes.
- + Warm, soft golden hour lighting that creates a pleasant atmosphere.
- + Balanced and simple composition.
- − Failed to include the kitten; instead, it generated two similar-looking puppies.
- − The 'fox' looks more like a stylized rabbit/shiba-inu hybrid.
- − Lacks the requested 'hyper-photorealistic' look, appearing more like high-end 3D animation.
Verdict: DALL-E 3 followed the complex prompt much more accurately by including all four specified animals and the environmental details like god rays and dew. While FLUX.1 [dev] produced a charming and clean image, it failed on prompt adherence by missing the kitten and making the animals look like cartoon characters rather than photorealistic creatures.
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 vector emblem style with clear hierarchy
- + Perfectly rendered secondary text 'Est. 1720'
- + High-quality stipple textures and color palette matching the prompt
- − Failed to include the primary text 'Caffè Florian', replacing it with 'COFFEE HOUSE'
FLUX.1 [dev]
- + Successfully attempted the specific spelling of 'Café' (though the name is misspelled)
- + Achieved a more minimalist, clean vector look
- + Includes 'Est. 1720' and a cloche dome as requested
- − Significant spelling errors in the brand name ('Flarilaan') and 'Restaurant' ('RESEAURANT')
- − Nonsensical numbers '11011' and '1941' added to the composition
Verdict: Both models failed to follow the text requirements perfectly, but DALL-E 3 produced a far superior visual asset that looks like a finished professional logo, despite completely ignoring the name 'Caffè Florian'. FLUX.1 [dev] attempted the correct name but suffered from severe spelling hallucinations and added irrelevant data, making the final image unusable for a logo.
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
- + Features more detailed and numerous icons illustrating different lunar phases and modules
- + Captures an aesthetically pleasing retro-space-age style consistent with NASA themes
- + Provides a layout that feels full and informative like a traditional museum poster
- − Includes Space Shuttle imagery which is historically inaccurate for the Apollo 11 mission
- − Fails to follow the requested 6-step linear structure clearly
- − Suffers from cluttered composition and illegible placeholder text blocks
FLUX.1 [dev]
- + Adheres much better to the requested 6-step infographic process and layout
- + Uses the requested 'flat-vector' style with crisp lines and consistent iconography
- + Displays readable header text and a clean, modern aesthetic that is more functional as an infographic
- − The 'Saturn V' rocket looks more like a generic cartoon rocket than the actual historical vehicle
- − Includes random ringed planets (like Saturn) which were not part of the Apollo 11 mission
- − Labels utilize gibberish text instead of the requested step names
Verdict: While DALL-E 3 creates a visually striking set of posters, it fails the basic infographic task by including Space Shuttles and lacking a clear logical flow. FLUX.1 [dev] is much more successful at following the prompt's structural requirements for a clean, 6-step vector infographic, despite some historical inaccuracies in the celestial bodies shown.
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Black Forest Labs' 12-billion parameter flow transformer for high-quality text-to-image generation, suitable for personal and commercial use with streaming support