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DALL-E 3 OpenAI FLUX.2 [klein] 9B Black Forest Labs

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

DALL-E 3

20.1 arena score

#42 of 62 in Text-to-Image

Skill signature · Text-to-Image

FLUX.2 [klein] 9B

20.6 arena score

#13 of 32 in Image Editing

Vote tally

Where the votes landed

DALL-E 3

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win rate

Ties

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FLUX.2 [klein] 9B

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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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent textural detail on the wooden table and book cover
  • + Strong cinematic lighting and composition
  • Failed the spatial instructions by placing the book inside the cube instead of on top
  • The cube has a thick wooden frame not specified in the prompt
  • The sphere is overly complex/detailed rather than being a simple blue sphere

FLUX.2 [klein] 9B

  • + Followed all spatial instructions perfectly including the book placement
  • + Realistic depiction of a glass cube with natural reflections
  • + Accurate interpretation of soft window light from the left
  • The sphere appears to be floating mid-air without a physical support
  • The plant in the background is slightly out of focus

Verdict: FLUX.2 [klein] 9B is the clear winner as it followed every spatial requirement of the prompt, specifically placing the red book on top of the cube and the blue sphere inside. DALL-E 3 failed the primary prompt logic by placing the book inside the cube and adding an unrequested wooden frame to the glass.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent atmospheric lighting and cinematic mood.
  • + Strong execution of reflections on the wet pavement.
  • + Creative use of foreground framing to create depth.
  • The man appears slightly malnourished or exaggerated in anatomy.
  • Lacks the 'no stylization' requirement, as it looks HDR-processed.
  • The car in the background lacks the requested motion blur.

FLUX.2 [klein] 9B

  • + Superb realism with natural skin textures and believable lighting.
  • + Accurate bicycle mechanics and tool details.
  • + Captured the 'light rain' and 'no stylization' prompts perfectly.
  • The composition is a bit more standard than the requested 'imperfect framing'.
  • Missing significant motion blur from the passing cars.

Verdict: While DALL-E 3 creates a more cinematic and moody scene, it fails the 'no stylization' requirement and looks more like digital art. FLUX.2 [klein] 9B provides a strikingly realistic photo with authentic textures and believable details, better adhering to the request for a candid, natural-looking street photograph.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent metal texture with deep, ornate engravings
  • + Atmospheric warm lighting and cinematic shallow depth of field
  • + Highly detailed skin pores and lifelike iris textures
  • Missed the prompt requirement for braided hair with beads
  • The scars appear a bit stylized/painted rather than natural

FLUX.2 [klein] 9B

  • + Perfect adherence to the 'hair braided with small beads' detail
  • + Excellent rendering of leather straps and cloth underlayer textures
  • + Realistic depictions of battle-worn dirt and fresh scars
  • The composition is a bit centered and standard compared to the cinematic angle of Model A
  • The torch flame in the background looks slightly artificial

Verdict: DALL-E 3 captures the cinematic mood and ornate armor textures beautifully but fails to include the requested braided hairstyle. FLUX.2 [klein] 9B followed every technical detail of the prompt, including the beads and armor layers, making it the more accurate representation of the specific character design requested.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent grid composition and layout variety across four pages.
  • + High-quality food photography that fits the professional casual dining theme.
  • + Clean use of white space and vibrant color block accents.
  • Text is largely nonsensical pseudo-characters.
  • Layout is a mockup of multiple pages rather than a single flat design.
  • Heading fonts are a bit too decorative and distorted for a 'bold sans-serif' request.

FLUX.2 [klein] 9B

  • + Text rendering is significantly more legible, including clearly defined sections for 'Appetizers', 'Pizza', and 'Mains'.
  • + Adheres strictly to the 'bold sans-serif' font requirement for a modern look.
  • + Includes realistic currency symbols and pricing structure.
  • Repetitive food imagery (four pizzas used for different categories).
  • The 'Appetizers' heading is duplicated twice in the top row.
  • Slightly less creative use of vibrant accents compared to Model A.

Verdict: FLUX.2 [klein] 9B is the winner because it successfully creates a functional menu layout with legible headings and realistic pricing, adhering closely to the font and category requirements. While DALL-E 3 produced more diverse and high-quality food photography, its text is completely illegible and it presented a multi-page mockup rather than a single clean design.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent 'exploded' effect with distinct separation of ingredients
  • + Impressive lighting and glow effects on the food
  • + Dynamic and high-energy composition
  • Several spelling errors in the text ('MAGIC BURGR', 'Limiited')
  • Failed to render the price in a starburst icon as requested

FLUX.2 [klein] 9B

  • + Perfect text accuracy and typography rendering
  • + Successfully integrated the price in a flaming starburst
  • + Consistent fiery theme across all text elements
  • The burger is not truly 'exploded' as much as it is a standard burger tilted in mid-air
  • Missing some specified ingredients in the mid-air suspension, such as sauce droplets and tomato slices

Verdict: DALL-E 3 creates a much more exciting and literal 'exploded' view of the burger, but it fails significantly on text rendering and specific prompt layout instructions. FLUX.2 provides a professional, ad-ready layout with perfect text and price integration, although the actual burger explosion is less dynamic.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Ornate and artistic composition with decorative flourishes.
  • + Atmospheric lighting and café setting details.
  • Numerous spelling errors including 'Trufle', 'Occtus', and 'Clutee Cokies'.
  • Text is cluttered and messy, making it difficult to read.
  • Fails to follow the specific text structure requested in the prompt.

FLUX.2 [klein] 9B

  • + Excellent text rendering with no spelling errors in the main items.
  • + Beautifully realized chalk texture and realistic handwriting style.
  • + Perfect adherence to the requested prompt content and layout.
  • Minor typo 'fress' instead of 'fresh' at the very bottom.
  • Less environmental detail compared to the first image.

Verdict: FLUX.2 [klein] 9B followed the prompt with near-perfect accuracy, correctly rendering all the requested menu items with legible and aesthetically pleasing handwriting. DALL-E 3 struggled significantly with spelling and coherence, producing a chaotic board full of gibberish and incorrect prices.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent cinematic atmosphere and lighting
  • + Strong composition with leading lines from the clouds
  • + Good interpretation of the surreal request
  • Failed the specific spatial reasoning constraint (the prompt asked for the horse to be on top of the astronaut)

FLUX.2 [klein] 9B

  • + Highly detailed textures on the astronaut suit and horse fur
  • + Clearer foreground subjects
  • Failed the specific spatial reasoning constraint (horse is being ridden, not on top)
  • The inclusion of gibberish text at the bottom distracts from the image
  • Composition feels slightly cluttered with too many small planets

Verdict: Both models failed the negative/inverse constraint to place the 'horse on top' of the astronaut, both defaulting to a standard astronaut riding a horse. DALL-E 3 produced a more cohesive and artistic image with better lighting, while FLUX.2 offered higher resolution details but suffered from nonsensical text and a messy background.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent lighting and texture on the capybara's fur.
  • + Great cinematic atmosphere with high-contrast city lights.
  • + Accurately depicts the dashboard details and steering wheel grip.
  • Completely failed to include the human businesswoman in the back seat.
  • The cap is black/dark blue instead of the requested yellow.

FLUX.2 [klein] 9B

  • + Successfully includes both the capybara driver and the businesswoman as requested.
  • + The businesswoman captures the 'bored' expression perfectly while looking at her phone.
  • + Correctly followed the color instruction for the yellow cap.
  • The composition is slightly confusing, appearing to show the girl in the front passenger seat rather than the back seat.
  • The hands/paws on the steering wheel look a bit like gloves rather than animal paws.
  • The text on the cap is garbled ('NEW TALA').

Verdict: FLUX.2 [klein] 9B is the clear winner because it actually followed the complex prompt instructions, including both characters and specific color details. DALL-E 3 produced a higher-quality, more cinematic individual portrait of the capybara but entirely ignored the second half of the prompt regarding the passenger.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Exquisite three-dimensional detail on the frame and twisted trees
  • + Moody and sophisticated atmospheric lighting
  • + Unique artistic interpretation of parchment inside a physical frame
  • Failed to render the majority of the text correctly, resulting in gibberish
  • The 'Location' and specific 'Time' details are missing or unreadable
  • Layout feels a bit cluttered with the floating '2026' elements

FLUX.2 [klein] 9B

  • + Perfect adherence to text requirements with 100% accuracy
  • + Clear and readable layout suitable for a real invitation
  • + Excellent inclusion of all requested elements like the thorn border and scroll banner
  • Illustration style is a bit more generic/clip-art compared to Model A
  • The 'parchment' effect is less textured and looks more like a digital overlay

Verdict: While DALL-E 3 (Image A) produced a more visually stunning and artistically complex image with incredible texture, it failed significantly on the functional requirement of text rendering. FLUX.2 [klein] 9B (Image B) followed every instruction perfectly, including full text accuracy and specific layout elements like the thorn border and scroll, making it the superior choice for an actual 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.”

DALL-E 3
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent 3D cartoon aesthetic with soft, high-quality textures
  • + Creative integration of the flag as a physical topper
  • + Perfect isometric angle and clean rendering style
  • Failed to place the text at the top-center as requested
  • Completely missed the word 'SUSHI' in the text rendering

FLUX.2 [klein] 9B

  • + Perfect adherence to text placement and content instructions
  • + Clean, high-quality PBR materials and lighting
  • + Accurate 45-degree isometric projection
  • Rendered an incorrect flag (appears similar to Yemen or the Netherlands flag) instead of the Japanese flag
  • The sushi design is slightly less 'stylized' than requested

Verdict: FLUX.2 [klein] 9B followed the layout instructions much better than DALL-E 3, correctly placing the requested header text at the top-center. While DALL-E 3 produced a more charming and vibrant 3D character style with a correct flag, its failure to include all text elements in the specified location makes FLUX.2 [klein] 9B the more accurate model despite its flag error.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Strong magical and whimsical atmosphere with distinct god rays.
  • + Excellent use of lighting to create a 'sparkle' effect on the fur and grass.
  • + Wholly follows the 'big expressive eyes' descriptor with a cute, stylized look.
  • Anatomical errors such as a butterfly having a furry mammal face.
  • Stylization leans more toward 3D animation than the requested 'hyper-photorealistic' look.
  • The animals appear static and posed rather than 'tumbling' or 'chasing'.

FLUX.2 [klein] 9B

  • + Much closer to a 'hyper-photorealistic' style while maintaining cuteness.
  • + Better sense of action and movement matching the 'tumbling' and 'chasing' prompt.
  • + Realistic anatomy for the animals and butterflies.
  • Failed to include the baby bunny requested in the prompt.
  • The 'dew sparkles' are less prominent than in the competing image.
  • The lighting is slightly flatter and less dramatic than the 'masterpiece' description implies.

Verdict: DALL-E 3 creates a highly magical and emotionally resonant scene that feels like a movie poster, but it fails on realism by giving butterflies mammal faces and leans into a cartoonish style. FLUX.2 [klein] 9B delivers much better photorealism and dynamic movement, though it misses one of the four requested animals (the bunny). FLUX.2 is the likely winner for better adhering to the 'photorealistic' requirement and maintaining biological accuracy.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Excellent vector emblem style with intricate vintage detailing
  • + Beautiful warm color palette and sophisticated texture
  • Failed to include the specific name 'Caffè Florian', replacing it with generic text
  • The banner does not contain the 'Est. 1720' text as requested, placing it below instead

FLUX.2 [klein] 9B

  • + Perfect adherence to all text requirements including 'Caffè Florian'
  • + Clean minimalist composition that follows the layout instructions for the banner
  • + Accurate rendering of the cloche and steam elements
  • The line weights and shading are a bit simpler and less 'premium' than Model A

Verdict: While DALL-E 3 produced a more visually stunning and stylistically complex vintage emblem, it failed to follow the text instructions, substituting 'Caffè Florian' with generic text. FLUX.2 [klein] 9B followed every part of the prompt perfectly, including the specific name and banner placement, making it the superior choice for a logo design task.

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.2 [klein] 9B

AI Judge Analysis

DALL-E 3

  • + Features a sophisticated, vintage-inspired design aesthetic.
  • + Excellent use of the requested NASA-inspired color palette.
  • + High visual complexity that mimics high-end editorial infographics.
  • Fails significantly on step-by-step logic and iconography.
  • Includes many nonsensical or repetitive elements like the Space Shuttle which is historically inaccurate.
  • Text is completely illegible 'greeking' rather than the requested steps.

FLUX.2 [klein] 9B

  • + Strong adherence to the requested sequential steps and specific icons.
  • + Clean, flat-vector style that makes the process easy to follow.
  • + Attempts actual legible text for almost all requested steps.
  • Numerous spelling errors in the text including 'EARDHT' and 'LANIDINING'.
  • Composition is much simpler and lacks the 'modern infographic' professional feel.
  • The Saturn V rocket design is generic and poorly proportioned.

Verdict: DALL-E 3 produced a visually stunning set of posters with a superior artistic feel, but it completely failed to follow the logical instructions or provide accurate historical iconography. FLUX.2 [klein] 9B followed the prompt's structural and step-by-step requirements much more closely, delivering a clear infographic despite common AI spelling issues.

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