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DALL-E 3 OpenAI FLUX.1 [schnell] FP8 Black Forest Labs

Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.

DALL-E 3

20.4 arena score

#39 of 62 in Text-to-Image

Skill signature · Text-to-Image

FLUX.1 [schnell] FP8

19.0 arena score

#47 of 62 in Text-to-Image

Vote tally

Where the votes landed

DALL-E 3

0%

win rate

Ties

0%

FLUX.1 [schnell] FP8

0%

win rate

Shared challenges 13

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + High resolution textures on the wood and book cover
  • + Beautiful artistic interpretation of the blue sphere containing a miniature world
  • Failed to follow spatial instructions: the book is inside the cube, not on top
  • The sphere sits on the book rather than just being inside the cube
  • The cube has a thick wooden frame not mentioned in the prompt

FLUX.1 [schnell] FP8

  • + Correctly placed the red book on top of the glass cube
  • + Followed lighting instructions with clear soft window light from the left
  • + Accurately rendered a plant visible through the glass material
  • The sphere appears to be floating mid-air or resting on an invisible shelf inside the cube
  • The glass cube has some internal reflections that make the geometry look slightly confused

Verdict: FLUX.1 [schnell] FP8 followed the prompt's spatial instructions much more accurately, correctly placing the book on top of the cube and the sphere inside it. DALL-E 3 produced a more visually intricate image, but failed significantly on the layout by placing the book inside the cube and adding an unrequested wooden frame.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent adherence to the 'imperfect framing' request by using foreground elements to frame the scene
  • + Strong execution of rain reflections and cinematic lighting
  • + Successfully captures natural skin textures and a highly realistic setting
  • The man has an anatomical issue where his feet appear merged or distorted incorrectly
  • The bicycle geometry is slightly warped in the pedal area

FLUX.1 [schnell] FP8

  • + High image clarity and resolution
  • + Realistic depiction of a red bicycle and wet street environment
  • + Accurate representation of an elderly Japanese man
  • Failed to include 'motion blur from passing cars' as the background vehicles are relatively sharp
  • Missed the 'imperfect framing' request, opting for a standard centered composition
  • The man appears to be simply holding the bike rather than 'repairing' it

Verdict: DALL-E 3 followed the complex stylistic prompts much better, including specific requests like motion blur and imperfect framing which gave it a more candid, cinematic feel. FLUX.1 [schnell] FP8 produced a cleaner image with better feet/hand details, but it ignored several key atmospheric instructions, resulting in a more generic look.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent execution of engraved plate armor detail and lighting
  • + Captures the battle-worn aspect with realistic skin texture and visible scars
  • + Perfect implementation of bokeh sparks and warm torchlight atmosphere
  • Missed the request for braided hair with beads

FLUX.1 [schnell] FP8

  • + Includes beads and braids as requested in the hair
  • + Intense, lifelike eyes and expression
  • + Highly detailed rendering of skin pores and leather textures
  • The armor appears more like studded leather or dark metal rather than the 'ornate engraved plate' requested
  • The lighting contrast on the face is a bit harsh compared to a more natural splash

Verdict: DALL-E 3 produced a far superior rendition of the ornate plate armor and the general 'paladin' aesthetic, though it missed the specific braiding detail. FLUX.1 [schnell] FP8 captured the hair braids and beads much better and provided more intense facial details, but failed on the request for engraved plate armor, making the character look more like a rogue or mercenary. DALL-E 3 is the preferred choice for its overall composition and superior material rendering.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent high-fidelity food photography
  • + Professional, high-end presentation style showcasing four pages
  • + Captures a sophisticated 'modern minimalist' aesthetic well
  • Text consists of illegible glyphs and misspellings like 'PIZZIA' and 'MAL DNIES'
  • Layout is more of a lookbook than a functional menu

FLUX.1 [schnell] FP8

  • + Clear, readable bold sans-serif category headers
  • + Strong adherence to the 'grid' layout requested
  • + Includes prices and item descriptions that mimic a real menu structure
  • Food photography is lower quality and lacks the 'vibrant' feel of the prompt
  • Text rendering for body text becomes messy and inconsistent
  • Category names like 'ORCETERS' and 'SECCER' are nonsensical

Verdict: DALL-E 3 produces much higher quality imagery and a more stylish overall graphic design, but it fails significantly on text legibility. FLUX.1 [schnell] FP8 follows the layout prompt more accurately by providing a functional grid and clear sections, though the food photos look less appetizing and the text still contains errors. DALL-E 3 is the winner for visual quality in a professional context, while FLUX.1 is better for layout structure.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent dynamic 'exploded' composition with clear layering of ingredients.
  • + Strong visual storytelling with the fiery ground impact and glowing embers.
  • + The burger textures (patty, bun, and melting cheese) look highly realistic.
  • Significant spelling errors in every text element ('MAGIC BURGR', 'Limiited').
  • Price is displayed as a square box rather than the requested starburst.

FLUX.1 [schnell] FP8

  • + Perfectly spelled main title 'MAGIC BURGER'.
  • + Successfully included a starburst element for the price as requested.
  • + Clean, high-contrast lighting on the food items.
  • Failed the 'exploded' instruction, showing a mostly assembled burger with small debris.
  • Several text errors in the secondary message ('LIIMITED', 'LIMIED', 'NEEY').
  • Price formatting is confusing and inconsistent between the starburst and the main text.

Verdict: DALL-E 3 much better captures the 'exploded' burger concept and the sense of motion, looking more like a professional advertisement despite the spelling errors. FLUX.1 [schnell] FP8 handles the main title text correctly and includes the starburst, but fails to deliver the requested exploded composition and includes repetitive, garbled 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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent chalk texture and realistic dusty aesthetic
  • + Beautiful decorative framing and consistent artistic style
  • Severely failed to render the requested text accurately with many spelling errors like 'OCCTUS' and 'GRILILLED'
  • Inflated prices significantly compared to the prompt (e.g., $234)

FLUX.1 [schnell] FP8

  • + Legible handwriting that follows the prompt content more closely
  • + Accurately rendered the requested date and most of the menu item keywords
  • The 'chalk' looks like a digital marker or clean whiteboard pen rather than dusty chalk
  • Text layout is repetitive and includes redundant lines for the same items

Verdict: DALL-E 3 produces a much more visually convincing chalkboard with authentic textures and lighting, but it fails significantly on text legibility and accuracy. FLUX.1 [schnell] FP8 followed the textual instructions better and is much more readable, though it lacks the 'chalky' realism requested in the prompt. FLUX is the preferred choice for a task requiring specific text rendering despite its cleaner digital look.

The Reversed Rodeo

Text-to-Image

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent cinematic lighting and atmospheric effects
  • + High visual clarity and a cohesive color palette
  • + Accurate depiction of an astronaut in space context
  • Failed to follow the specific spatial instruction (horse on top of astronaut)

FLUX.1 [schnell] FP8

  • + Followed the difficult logic of the prompt by placing horses on top of mechanical equipment
  • + Strong surrealist quality as requested
  • + High detail in the textures of the horse and planet background
  • The representation of the astronaut is reduced to just mechanical equipment/a backpack
  • Anatomy of the horses merges awkwardly with the equipment

Verdict: DALL-E 3 produced a high-quality but generic image, completely ignoring the specific 'horse on top' spatial instruction. FLUX.1 [schnell] FP8 successfully interpreted the surreal prompt, depicting horses atop astronaut-themed equipment, making it the winner for significantly better prompt adherence.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent fur detail and lighting coherence for the capybara
  • + High attention to detail in the taxi dashboard and interior materials
  • + Cleverly includes a business called 'Capybara' in the background as a detail
  • Fails to include the requested passenger in the back seat
  • The capybara's cap looks more like a police or chauffeur cap than a standard taxi cap

FLUX.1 [schnell] FP8

  • + Successfully follows the complex request to include both a driver and a passenger
  • + Captures the bored, disconnected expression of the businesswoman perfectly
  • + The yellow taxi cap is highly legible and color-accurate to the prompt
  • The passenger is holding two phones, which is a logic/rendering error
  • The perspective makes it look like the passenger and driver are sitting in the same row rather than front and back

Verdict: While DALL-E 3 produced a more high-fidelity texture and a realistic dashboard, it failed the core instruction to include the human passenger. FLUX.1 [schnell] FP8 followed the full scene description, capturing the interaction between the professional capybara and the indifferent businesswoman, despite a minor artifact with the number of phones.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent intricate gothic composition with high artistic detail in the border and textures
  • + The jack-o-lantern has a high-quality cinematic glow and texture
  • Text rendering is mostly nonsensical gibberish or misspelled beyond the main title
  • The design is very cluttered, making it difficult to read as an actual invitation

FLUX.1 [schnell] FP8

  • + Clear and readable typography for the primary heading
  • + Effective use of the requested scroll banner and layout elements
  • Low visual complexity with a flat, clip-art style for the pumpkin and border
  • Contains several typos in the smaller text like 'A ai nigh tof friights' and 'Theaches'

Verdict: DALL-E 3 produces a much more visually stunning and atmospheric image that perfectly captures the 'vintage gothic' aesthetic, though the secondary text is unreadable. FLUX.1 [schnell] FP8 follows the layout instructions better and has clearer text but lacks the professional, cinematic finish found in the DALL-E 3 output. DALL-E 3 is preferred for its superior artistic execution, despite its failure to render the small text accurately.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent 3D miniature styling with high-quality PBR lighting effects.
  • + Creative integration of the text and flag into the physical diorama base.
  • + Clean and charming cartoon aesthetic that fits the 'miniature' prompt.
  • Failed to place the text at the top-center as requested.
  • Omitted the word 'SUSHI' from the required text elements.
  • The sushi anatomy is slightly stylized and abstract rather than realistic.

FLUX.1 [schnell] FP8

  • + Correctly attempted top-center text placement.
  • + Higher fidelity textures on the salmon and rice grains.
  • + Well-balanced isometric composition with a clean diorama feel.
  • Spelling error in the text, repeating 'JAPAN' incorrectly with a flag icon error.
  • Omitted the word 'SUSHI' from the labels.
  • The lighting is somewhat flatter compared to the vibrancy of Model A.

Verdict: Both models struggled with the full text requirements, but DALL-E 3 produced a far more cohesive and visually appealing 3D miniature scene. While FLUX.1 [schnell] FP8 had better individual material textures for the sushi, its failure to render the text correctly at the top center (spelling JAPAN as JA-flag-AN) makes it less successful than DALL-E 3's clean physical integration of the labels.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent adherence to the full animal list including a distinct bunny.
  • + Strong use of god rays and cinematic lighting.
  • + High contrast and vibrant colors that fit the 'masterpiece' vibe.
  • The 'butterflies' have bird-like furry bodies and heads, which is anatomically strange.
  • Leans heavily into a 3D-render/pixar style rather than hyper-photorealistic.

FLUX.1 [schnell] FP8

  • + Beautiful soft lighting and color grading.
  • + More natural 'photorealistic' fur texture compared to Model A.
  • + Great playful expressions on the animals.
  • Failed to include the baby bunny as requested in the prompt.
  • Anatomical inconsistencies in the animals, such as cats with fox-like markings and extra animals beyond the four requested.

Verdict: DALL-E 3 (Image A) followed the specific prompt instructions more accurately by including all four distinct species, whereas FLUX.1 [schnell] FP8 (Image B) missed the bunny and generated several generic felines/foxes. While FLUX.1 had a slightly more realistic photographic texture, DALL-E 3 captured the 'god rays' and specific scene elements more effectively.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Excellent typography and spelling of 'Est. 1720'
  • + Highly coherent vector emblem style with balanced composition
  • + Beautiful use of texture and warm color palette
  • Failed to include the specific name 'Caffè Florian', replacing it with 'Coffee House'

FLUX.1 [schnell] FP8

  • + Attempted the specific brand name 'Caffè Florian'
  • + Clean minimalist aesthetic that feels very authentic to a vintage logo
  • Significant spelling errors in the brand name ('Afe Flamilan')
  • The cloche dome looks more like a building or a bell
  • The banner layout is messy with overlapping text

Verdict: DALL-E 3 produced a far superior visual result with excellent technical execution, though it ignored the specific name requested in favor of a generic one. FLUX.1 [schnell] FP8 attempted the specific name but failed significantly on spelling and composition, resulting in a cluttered and unprofessional banner design.

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.”

DALL-E 3
FLUX.1 [schnell] FP8

AI Judge Analysis

DALL-E 3

  • + Features a beautiful, retro-futuristic aesthetic consistent with Mid-century NASA art.
  • + High complexity and artistic detail in the vector illustrations.
  • + Excellent adherence to the requested navy, white, and muted red color palette.
  • Generated three variants in a single image rather than one cohesive poster.
  • Contains non-sensical text and lacks the requested logical step-by-step numbering.
  • Icons are more illustrative than functional for an infographic.

FLUX.1 [schnell] FP8

  • + Follows the logical flow of the prompt with clear icon usage and step-by-step layout.
  • + Achieves a clean, modern flat-vector style that looks like a real infographic.
  • + Successfully renders clear header text 'APOLLO 11' and several descriptive labels.
  • The layout feels a bit sparse with significant empty space in the middle.
  • Some icons are overly simplified or contain gibberish text in the smaller labels.
  • Includes some confusing overlapping elements in the bottom section.

Verdict: Model B (FLUX.1 [schnell] FP8) is the winner because it successfully interprets the prompt as a functional infographic with a logical progression, whereas Model A (DALL-E 3) produced a collage of artistic posters that failed to follow the requested sequential steps. While Model A has superior artistic detail, Model B is much closer to the requested 'clean, modern vector infographic' format and features legible typography.

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