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

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

DALL-E 3

20.5 arena score

#38 of 62 in Text-to-Image

Skill signature · Text-to-Image

FLUX.1 [schnell]

18.7 arena score

#48 of 62 in Text-to-Image

Vote tally

Where the votes landed

DALL-E 3

0.0%

win rate

Ties

0.0%

FLUX.1 [schnell]

100.0%

win rate

0.0% 0.0% ties 100.0%
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]

AI Judge Analysis

DALL-E 3

  • + High artistic detail in the cube's frame and the sphere's contents
  • + Complex lighting and reflections on the wooden surface
  • Failed the spatial positioning instructions, placing the book and sphere inside the cube rather than the book on top
  • The plant is only behind the cube, not visible through the glass as requested

FLUX.1 [schnell]

  • + Followed spatial instructions perfectly, placing the sphere inside and the book on top
  • + Excellent rendering of light refraction and transparency through the glass cube
  • + Accurately depicted the plant visible behind and through the glass
  • Included an extra blue sphere on top of the book
  • The sphere appears to be floating without visible support

Verdict: FLUX.1 [schnell] followed all spatial relationship instructions, correctly placing the sphere inside the cube and the book on top, whereas DALL-E 3 inverted these positions. FLUX.1 [schnell] also correctly captured the visual complexity of the plant seen through the glass, making it the clear winner for prompt adherence despite adding a second sphere.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent atmosphere with impressive water reflections and lighting.
  • + Great use of 'imperfect framing' and foreground bokeh to create a cinematic feel.
  • + Successfully captures the 'repairing' action with tools and posture.
  • Anatomical issues with the man's feet and proportions.
  • The car in the background looks slightly artificial/rendered.

FLUX.1 [schnell]

  • + Very high realism in skin textures and clothing fabrics.
  • + The bicycle is clean and sharply rendered with realistic mechanical parts.
  • + Good depiction of a wet street environment in daylight.
  • Failed to include 'motion blur from passing cars' as the cars are sharp.
  • The man is holding the handlebars rather than 'repairing' the bike.
  • Hand anatomy is slightly muddied on the left handlebar.

Verdict: DALL-E 3 captures the mood and complex prompt requirements like 'imperfect framing' and 'motion blur' much better, resulting in a more cinematic shot despite some anatomical flaws. FLUX.1 [schnell] has superior texture quality and realism but missed several key instructions, such as the repair activity and the motion blur, resulting in a more static image.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent depiction of ornate engraved plate armor with high-quality textures
  • + Strong cinematic lighting with warm torchlight reflections
  • + Clear inclusion of bokeh sparks that add to the atmosphere
  • Missed the request for hair braided with beads
  • Skin textures look slightly smoothed compared to the armor details

FLUX.1 [schnell]

  • + Successfully included braided hair as requested in the prompt
  • + Very intense and lifelike eye detail with realistic skin pores
  • + Dramatic close-up composition that emphasizes the character's expression
  • The armor is mostly obscured and lacks the 'ornate engraved' detail requested
  • Torchlight reflections are less integrated into the metal and textures
  • The 'bokeh sparks' are less apparent or distinct

Verdict: DALL-E 3 captures the 'paladin' aesthetic and armor detail much more effectively, creating a rich fantasy atmosphere. FLUX.1 [schnell] creates a more grounded and anatomically detailed portrait with some prompt adherence like the braids, but it fails to deliver on the specific 'ornate engraved plate armor' center-piece of the prompt.

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]

AI Judge Analysis

DALL-E 3

  • + Strong use of vibrant accent colors as requested.
  • + Good variety of food photography compositions.
  • + Includes complex grid layouts with both images and text blocks.
  • Text is largely illegible gibberish.
  • The layout is too busy and cluttered for a 'minimalist' design.

FLUX.1 [schnell]

  • + Features a very clean, minimalist aesthetic with ample white space.
  • + Text is much more legible and utilizes professional sans-serif fonts.
  • + High-quality, appetizing food photos that fit the grid layout well.
  • Failed to interpret 'Orfefus' as a standard food category like 'Appetizers'.
  • The bold vibrant accents are very subtle compared to the request.

Verdict: FLUX.1 [schnell] follows the 'minimalist' and 'clean' aspects of the prompt much more effectively than DALL-E 3, which produced a cluttered and chaotic four-panel layout. While FLUX.1 [schnell] had one category naming error ('Orfefus'), its superior font rendering and professional design balance make it much closer to a usable menu template.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent adherence to the 'exploded' layout request
  • + High-quality photorealistic rendering of burger ingredients
  • + Vibrant and atmospheric use of fire and glowing embers
  • Several spelling errors including 'AGIC BURGR' and 'Limiited'
  • The price is inside a box rather than a starburst as requested

FLUX.1 [schnell]

  • + Successfully included the starburst element for the price
  • + Clean and readable secondary text
  • + Aggressive fiery background matches the prompt theme
  • Failed to create an 'exploded' burger, showing a mostly assembled one instead
  • Significant text errors including 'AGIC BURGER' and a confusing '€699' in the starburst
  • Composition feels cluttered and less like a professional advertisement

Verdict: DALL-E 3 followed the complex 'exploded' layout instructions much better than FLUX.1 [schnell], creating a visually stunning deconstructed burger. While both models struggled with spelling the word 'Magic', DALL-E 3's superior composition and high-quality rendering make it the more effective advertisement 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.”

DALL-E 3
FLUX.1 [schnell]

AI Judge Analysis

DALL-E 3

  • + Excellent chalk texture and artistic aesthetic
  • + The title cursive style is decorative and fits a boutique cafe vibe
  • Significant spelling errors throughout including 'Today's S Specials' and 'OCCTUS'
  • Numbers and prices are nonsensical, displaying $234 instead of the requested amounts

FLUX.1 [schnell]

  • + Clearer, more legible handwriting that feels more realistic to a standard cafe
  • + Closer adherence to the requested prices ($28, $9)
  • Missed the 'A' in 'April' (rendered as Pril)
  • The text 'Taffle Mushmnctiomn' and other lines are gibberish despite following the layout

Verdict: Both models struggled with the specific text strings requested in the prompt. DALL-E 3 produced a much more visually appealing and cozy atmosphere with authentic-looking chalk texture, but failed significantly on the exact wording and prices. FLUX.1 [schnell] followed the requested layout and pricing more closely but failed to spell 'April' and 'Truffle' correctly, and the lighting is much flatter.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent cinematic lighting and atmospheric effects
  • + High level of detail in the nebulae and cloud floor
  • Failed the core prompt instruction to have the horse on top of the astronaut
  • Standard interpretation lacking the requested surreal role reversal

FLUX.1 [schnell]

  • + Successfully followed the difficult spatial instruction of having the horse on top
  • + Captures the surreal nature requested in the prompt
  • + Clean lighting and smooth textures on the space suit and horse
  • Anatomical issues with the horse, specifically having two heads/necks
  • The astronaut's posture is somewhat awkward and less defined than Model A

Verdict: While DALL-E 3 produced a more visually striking and traditional 'cinematic' image, it completely ignored the specific instruction to have the horse on top of the astronaut. FLUX.1 [schnell] followed the spatial prompt accurately, creating a truly surreal image as requested, despite some anatomical artifacts in the horse's heads.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent interior detail including the dashboard and lighting
  • + Captures the New York atmosphere well with background signage
  • + Sharp focus on the capybara's fur and expression
  • Completely missed the crucial instruction to include the businesswoman in the back seat
  • Only one paw is visible on the steering wheel

FLUX.1 [schnell]

  • + Successfully includes both the capybara driver and the businesswoman looking at her phone
  • + Realistic lighting and depth of field inside the cabin
  • + Accurately represents the yellow taxi driver cap requested in the prompt
  • The steering wheel placement looks awkward relative to the capybara's anatomy
  • One paw is hanging off the side rather than both being on the wheel

Verdict: While DALL-E 3 produced a high-quality image with impressive textures, it failed a major part of the prompt by omitting the businesswoman. FLUX.1 [schnell] adhered to all prompt instructions, successfully capturing the juxtaposition of the animal driver and the bored passenger in a realistic style.

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]

AI Judge Analysis

DALL-E 3

  • + Exquisite gothic 3D-depth and ornamental details.
  • + Highly cinematic lighting with a moody, vintage parchment aesthetic.
  • + Creative use of twisted trees and cobwebs to frame the composition.
  • Text rendering is mostly gibberish or misspelled.
  • The 'Date' information is scattered across the top decorative elements rather than being a coherent footer.

FLUX.1 [schnell]

  • + Layout clearly follows the structural request for header, banner, and footer information.
  • + Main title and some event details are legible and correctly spelled.
  • + Stronger adherence to the specific request for a night sky background.
  • Visual style is more flat/illustrative rather than 'cinematic' and 'polished' gothic.
  • Several text repetitions and typos in the smaller banners and footer details.
  • The 'parchment' texture is less convincing than the competitor.

Verdict: DALL-E 3 produces a far superior visual atmosphere with intricate gothic ornaments and beautiful textures, but it fails significantly on text legibility. FLUX.1 [schnell] follows the layout instructions better and produces more readable text, though the overall artistic quality feels less professional and contains several repetitive text artifacts. DALL-E 3 is preferred for its artistic merit and vibe, but neither model successfully handled all the specific text prompts perfectly.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent 3D miniature toy aesthetic with high-quality PBR lighting
  • + Very creative interpretation of ingredients using stylized geometric shapes
  • + Strong adherence to the raised diorama and isometric request
  • Failed to place the text 'JAPAN' and 'SUSHI' at the top-center as requested
  • Completely omitted the word 'SUSHI'

FLUX.1 [schnell]

  • + Perfect adherence to text placement and content instructions
  • + Clean, professional graphic design layout
  • + Accurate miniature scale and isometric perspective
  • The sushi roll lacks the 'cartoon' aesthetic requested, looking more like a photographic composite
  • Texturing on the salmon looks slightly messy compared to the surrounding ultra-clean elements

Verdict: FLUX.1 [schnell] followed the complex layout instructions much better, correctly placing both 'JAPAN' and 'SUSHI' text at the top as requested. While DALL-E 3 produced a more visually cohesive 3D 'toy' style, it failed significantly on the text requirements and logo placement.

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]

AI Judge Analysis

DALL-E 3

  • + Successfully included all four specific animals: puppy, kitten, bunny, and fox kit.
  • + Dynamic god rays and dramatic lighting that fits the 'joyful' prompt.
  • Has a very stylized, 3D-animation look rather than the requested 'hyper-photorealistic' style.
  • Produces bizarre 'butterfly-bird' hybrids with furry bodies and animal heads.

FLUX.1 [schnell]

  • + Achieves a much higher level of realism in fur texture and lighting.
  • + Better composition with a natural wildflower meadow foreground.
  • + Butterflies are rendered accurately as insects.
  • Failed to include the baby bunny, instead generating two kittens.
  • The fox and kittens are slightly merged/crowded in the center.

Verdict: DALL-E 3 followed the complex list of subjects more accurately by including the bunny, but failed significantly on the 'photorealistic' requirement and generated nonsensical hybrid creatures for the butterflies. FLUX.1 [schnell] produced a much more beautiful and realistic image that better captures the '8K masterpiece' aesthetic, despite missing the bunny entirely. FLUX.1 is preferred for its superior visual quality and adherence to the requested photographic style.

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]

AI Judge Analysis

DALL-E 3

  • + Excellent vector emblem style with high-quality stippling and texture
  • + Correct 'Est. 1720' date and inclusion of stylized steam
  • + Sophisticated vintage color palette and balanced composition
  • Failed to include the requested text 'Caffè Florian', replacing it with 'Coffee House'

FLUX.1 [schnell]

  • + Successfully used a light background with cream tones
  • + Simple and clean minimalist vector lines
  • Severe spelling errors including 'Framilan' and 'Est. 7720'
  • Missing the requested steam element
  • Cloche dome shape is a bit awkward and less defined than Model A

Verdict: While DALL-E 3 failed to include the specific name of the restaurant, it delivered a professional-grade vintage logo with excellent texture and correct historical dates. FLUX.1 [schnell] attempted the name but failed with significant typos and missed the steam detail entirely. DALL-E 3 is the clear winner for its superior artistic execution and adherence to the visual style requested.

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]
0% wins 0% ties 100% wins

AI Judge Analysis

DALL-E 3

  • + Features a highly sophisticated, professional aesthetic with an authentic NASA-inspired color palette.
  • + Includes diverse, detailed space-themed iconography that fills the canvas well.
  • + Maintains an organized vertical layout that feels like a real collectible poster.
  • Failed to follow the specific 1-6 step sequence requested in the prompt.
  • Included a space shuttle, which is historically inaccurate for the Apollo 11 mission.
  • The text is mostly illegible scribble except for the main titles.

FLUX.1 [schnell]

  • + Correctly identifies and labels '6 Landing' as the final step.
  • + Perfectly adheres to the 'flat-vector style' and 'consistent iconography' requirements.
  • + Features much more legible text and follows the specific 6-step structure better than the competitor.
  • The composition is very sparse with a lot of unused negative space.
  • The central rocket icon is a generic stylized rocket rather than the Saturn V requested.
  • The 'steps' are arranged in a confusing circular fashion that makes the chronological order hard to follow.

Verdict: FLUX.1 [schnell] is the superior model for this task because it attempted to follow the instructional structure of the prompt, including the specific 6-step requirement and legible labels. While DALL-E 3 produced a more visually stunning and professional-looking piece of art, it failed significantly on technical accuracy by including a space shuttle and ignoring the requested sequential steps.

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