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DALL-E 2 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 2

15.8 arena score

#59 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 2

0%

win rate

Ties

0%

FLUX.2 [klein] 9B

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Features a wooden table with realistic reflections.
  • + Consistent lighting and color scheme.
  • Failed to include the red book on top.
  • The blue sphere is missing, instead featuring a red block inside.
  • The plant is in a blue pot rather than being behind the cube.

FLUX.2 [klein] 9B

  • + Excellent prompt adherence, including every specific object in the correct spatial relationship.
  • + High visual quality with realistic textures on the book and wood.
  • + Accurately represents the soft window light from the left side.
  • The blue sphere appears to be floating mid-air inside the cube without support.

Verdict: DALL-E 2 failed significantly on prompt adherence, missing the blue sphere and the red book, while misplacing the green plant. FLUX.2 [klein] 9B followed the prompt perfectly, rendering a high-quality, coherent scene with every requested detail in its correct place.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Successfully captures a red bicycle and wet pavement reflections.
  • + Accurately represents the 'imperfect framing' part of the prompt.
  • Extreme blur makes the subject unrecognizable and fails the 'elderly Japanese man' requirement.
  • Low visual quality with significant artifacting and poor lighting.
  • Fails almost all specific descriptive prompts regarding human features and skin texture.

FLUX.2 [klein] 9B

  • + Excellent adherence to all prompt details including the man's age, ethnicity, and activity.
  • + High visual quality with realistic skin textures and cinematic lighting.
  • + Perfectly captures the environmental conditions like light rain and wet pavement reflections.
  • The cars in the background lack the requested 'motion blur', appearing mostly static.
  • The framing is quite traditional/balanced despite the 'imperfect framing' request.

Verdict: DALL-E 2 produced a low-res image that is so blurry it fails to show the primary subject, making it an unsuccessful response to the prompt. FLUX.2 [klein] 9B followed nearly every instruction with high fidelity, creating a realistic, cinematic street scene with impressive detail in the textures and atmosphere. FLUX.2 clearly wins for its superior composition and prompt adherence.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Features warm lighting consistent with torchlight.
  • + Attempts a close macro-style perspective.
  • Extremely poor visual quality with muddy, incoherent textures.
  • Fails to render recognizable braids, beads, or lifelike eyes.
  • Anatomical features are distorted and hard to identify.

FLUX.2 [klein] 9B

  • + Perfect adherence to all prompt details including braided hair with beads and ornate engravings.
  • + Exceptional texture detail on the leather straps, skin scars, and metalwork.
  • + Clear cinematic composition with bokeh sparks and realistic lighting.
  • The character looks slightly too clean given the 'battle-worn' description, though scars are present.

Verdict: DALL-E 2 produced an incoherent, low-resolution image that fails to represent most of the prompt's specific details. FLUX.2 [klein] 9B followed the prompt with high precision, delivering a professional-grade portrait with intricate details on the armor, hair, and skin. FLUX.2 is the clear winner as DALL-E 2's output is unusable in this comparison.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Strong bold sans-serif typography
  • + Artistic and abstract approach to food representation
  • Fails to include specific menu sections like pizza or mains
  • The grid layout of food is fragmented and confusing
  • Text is largely illegible and nonsensical

FLUX.2 [klein] 9B

  • + Successfully includes all requested sections (Appetizers, Pizza, Mains)
  • + Clear, professional grid layout for food photography
  • + Includes price points and item descriptions which fit the menu context
  • Text contains several spelling errors and character artifacts
  • The food images are repetitive, mostly showing different versions of pizza even under non-pizza headings

Verdict: FLUX.2 [klein] 9B followed the prompt's layout requirements much more effectively, providing a realistic menu structure with correctly labeled sections and pricing. DALL-E 2 produced an abstract, magazine-style layout that ignored most of the structural instructions regarding menu sections and clean professional layout for dining.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Captures a strong sense of fiery motion and energy.
  • Text is nonsensical and does not follow the prompt.
  • Low visual quality with blurry, unappealing food textures.
  • Fails to include several requested prompt elements like the price starburst.

FLUX.2 [klein] 9B

  • + Perfect text rendering for all requested phrases including the currency.
  • + High-quality photorealistic textures for the burger ingredients.
  • + Excellent composition that balances the 'exploded' theme with professional ad aesthetics.
  • The burger is less 'exploded' into individual layers compared to some interpretations, remaining more stacked.

Verdict: FLUX.2 [klein] 9B followed every instruction in the prompt, rendering clear and accurate text, a professional layout, and photorealistic food details. In contrast, DALL-E 2 produced a low-resolution image with illegible text and unappetizing visual artifacts.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + The text has a rough, genuine chalk-like texture.
  • The text is completely illegible gibberish.
  • Resolution and image quality are very low.
  • Failed to follow any specific text or date requirements in the prompt.

FLUX.2 [klein] 9B

  • + Excellent text rendering with near-perfect prompt adherence.
  • + Realistic chalk smears and texture on the board surface.
  • + Coherent and aesthetic composition that looks like a real café menu.
  • Minor spelling error in the footer text ('fress' instead of 'fresh').

Verdict: FLUX.2 [klein] 9B followed the prompt with high precision, accurately rendering the specific date and menu items requested in an elegant handwritten style. DALL-E 2 failed the task entirely, producing a low-quality image with illegible nonsense text that bears no resemblance to the prompt instructions.

The Reversed Rodeo

Text-to-Image

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

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

AI Judge Analysis

DALL-E 2

  • + Successfully placed the astronaut on top of the horse as part of a classic 'riding' interpretation.
  • + Distinct textured aesthetic that feels somewhat surreal and painterly.
  • Failed the specific negative constraint to have the 'horse on top'.
  • Lower resolution with significant noise and anatomical artifacts on the horse legs.
  • Low cinematic quality compared to modern models.

FLUX.2 [klein] 9B

  • + High visual fidelity with clear details in the spacesuit and horse's mane.
  • + Vibrant galactic background with impressive lighting and cinematic composition.
  • Completely ignored the counter-intuitive instruction for the 'horse on top'.
  • Includes nonsensical AI-generated text at the bottom.
  • The astronaut's hands are poorly rendered, blending into the reins.

Verdict: Both models failed the specific spatial challenge to place the horse on top of the astronaut, defaulting instead to a standard riding pose. However, FLUX.2 [klein] 9B is significantly better in terms of visual resolution, lighting, and detail, making it a much more appealing image despite the failure to follow the difficult negative constraint. DALL-E 2 produces a muddy, low-detail image with numerous anatomical errors.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Features a dark jacket as requested
  • Severely fails realism with heavy artifacts and distorted faces
  • Composition is chaotic with no clear interior taxi structure
  • Does not follow the prompt regarding the businesswoman's bored expression; she looks shocked
  • Capybara is unrecognizable and lacks a hat

FLUX.2 [klein] 9B

  • + Excellent photorealism and coherent interior car lighting
  • + Perfectly captures the capybara in a taxi cap with paws on the wheel
  • + Accurately depicts the businesswoman with a bored expression looking at her phone
  • + Great background detail of Manhattan streets
  • The hat text features slightly garbled characters
  • The businesswoman is sitting in the front passenger seat instead of the back seat

Verdict: DALL-E 2 produced a low-quality, distorted image that failed almost every aspect of the prompt and technical execution. FLUX.2 [klein] 9B followed the prompt with high fidelity, creating a realistic, humorous, and well-composed scene, though it placed the passenger in the front seat instead of the back.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Successfully captures a weathered, vintage parchment texture
  • + Moody atmospheric lighting
  • Text is largely nonsensical and illegible
  • Fails to include key elements like the jack-o-lantern and bats
  • Lower resolution with many artifacts

FLUX.2 [klein] 9B

  • + Perfect text rendering of all requested details and dates
  • + Clear and detailed gothic aesthetics with webs, thorns, and trees
  • + Excellent composition and polished cinematics
  • The parchment look is a bit clean for 'vintage'

Verdict: FLUX.2 [klein] 9B followed the prompt perfectly, rendering all text accurately and including every requested visual element like the pumpkin and thorns. DALL-E 2 produced an atmospheric base but failed significantly on text legibility and detail accuracy, omitting the central jack-o-lantern entirely.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Follows the lighting and blue background request fairly well.
  • Fails to include the word 'JAPAN'.
  • The word 'Sushi' is misspelled as 'Sush'.
  • The sushi itself looks abstract and unappetizing, lacking the 'refined textures' and 'miniature 3D cartoon' aesthetic requested.

FLUX.2 [klein] 9B

  • + Excellent adherence to the 'miniature 3D cartoon' aesthetic with smooth, clean surfaces.
  • + Perfectly renders all requested text ('JAPAN', 'SUSHI') at the top center.
  • + Correctly implements the 45° isometric perspective on a raised diorama base.
  • The flag icon is stylized but uses colors (black/white/red) that resemble Yemen or a generic tricolor more than the specific rising sun flag of Japan.

Verdict: FLUX.2 [klein] 9B followed every instruction in the prompt, including the layout of text and the specific isometric diorama style. DALL-E 2 failed to render the text correctly, provided low-quality object models, and missed the requested 'cartoon' aesthetic.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Includes a wider variety of animals and some movement energy.
  • Low visual quality with severe artifacts and distorted anatomy.
  • Failed to render butterflies correctly, appearing as mangled shapes.
  • Poor adherence to the 'hyper-photorealistic' and '8K masterpiece' requirement.

FLUX.2 [klein] 9B

  • + Exceptional visual quality with clear fur textures and expressive eyes.
  • + Perfectly captures the lighting request with god rays and dew sparkles.
  • + Balanced and aesthetically pleasing composition that captures the 'joyful vibe'.
  • Missing the baby bunny requested in the prompt.
  • The animals have slightly anthropomorphic facial expressions.

Verdict: FLUX.2 [klein] 9B vastly outperforms DALL-E 2 in terms of realism, lighting, and detail, despite missing one of the requested animals. DALL-E 2 produced a low-resolution image with significant glitches and anatomical errors, whereas FLUX.2 [klein] 9B delivered a high-fidelity, professional-grade result.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Matches the warm brown and cream color palette
  • + Includes a cloche icon
  • Text is nonsensical and does not follow the prompt
  • Missing the asked banner and specific steam detail
  • Cloche shape is crude and lacks professional vector quality

FLUX.2 [klein] 9B

  • + Perfect text rendering for both name and date
  • + Excellent adherence to all prompt elements including the banner and steam
  • + Professional vector emblem style with appropriate texture
  • Slightly more complex than a 'minimalist' logo might suggest, but still highly appropriate

Verdict: DALL-E 2 failed significantly on text rendering, producing gibberish that bore no resemblance to the name requested. FLUX.2 [klein] 9B followed every instruction perfectly, delivering a professional-grade logo with accurate typography, a well-executed cloche icon, and a classic vintage feel.

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 2
FLUX.2 [klein] 9B

AI Judge Analysis

DALL-E 2

  • + Includes a navy and red NASA-inspired color palette.
  • + Achieves a complex technical schematic look.
  • Text is comprised of gibberish and major misspellings like 'ALLPOO'.
  • Fails to follow the requested sequential 6-step infographic structure.
  • Visuals are cluttered and lack the clean vector style requested.

FLUX.2 [klein] 9B

  • + Follows the sequential flow much better with distinct icons for launch, orbit, and landing.
  • + Adheres well to the flat-vector aesthetic with clean lines and consistent iconography.
  • + Captures the requested color palette accurately and attractively.
  • Contains several spelling errors in the labels (e.g., 'AOILLO', 'EARDHT', 'TRANSLURAL').
  • The logic of the steps is slightly mixed up visually (Moon appears before Earth in the flowchart).

Verdict: FLUX.2 [klein] 9B is the clear winner as it actually produces an infographic that follows the prompt's structural and stylistic requirements. While it struggles with spelling, DALL-E 2 fails significantly on both text (producing highly unfortunate typos) and composition, resulting in a chaotic and unusable image.

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