Black Forest Labs' 12 billion parameter distilled image generation model optimized for speed, capable of generating high-quality images in just 4 inference steps
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
FLUX.1 [schnell]
18.7
arena score
#48 of 62 in Text-to-Image
Skill signature
· Text-to-Image
Seedream 5.0 Lite
23.7
arena score
#22 of 62 in Text-to-Image
Vote tally
Where the votes landed
FLUX.1 [schnell]
0%
win rate
Ties
0%
Seedream 5.0 Lite
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent high-resolution detail and sharp textures
- + Realistic reflections and refractions within the glass cube
- + Vibrant colors and clean lighting
- − Included an extra blue sphere on top of the book
- − The sphere inside the cube is floating rather than sitting on the bottom
Seedream 5.0 Lite
- + Perfect adherence to the spatial requirements of the prompt
- + Accurate depiction of a single blue sphere inside the cube
- + Natural window lighting and realistic plant placement
- − Slightly lower overall sharpness compared to model A
- − The plant texture is a bit soft
Verdict: While FLUX.1 [schnell] (Image A) has superior visual clarity and stunning glass physics, it failed the simple counting and placement logic of the prompt by adding a second sphere. Seedream 5.0 Lite (Image B) followed every instruction perfectly, placing only one sphere inside and nothing but the book on top, making it the more accurate interpretation despite the lower resolution.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent handling of wet pavement reflections and depth of field.
- + Naturalistic color palette and cinematic lighting.
- + High level of detail in the bike's mechanical parts.
- − The cars in the background lack the specific motion blur requested.
- − The man appears to be posing rather than actively 'repairing' the bike.
Seedream 5.0 Lite
- + Highly accurate adherence to the motion blur request for the passing cars.
- + Excellent skin texture and realistic interaction with the bike's drivetrain.
- + Captures the 'imperfect framing' and 'candid' feel much better than Model A.
- − The bike's frame geometry is slightly broken near the seat post.
- − The rain streaks are a bit uniform and overlay-like.
Verdict: Seedream 5.0 Lite followed the technical prompt instructions more closely, particularly regarding the motion blur of cars and the candid nature of the shot. FLUX.1 [schnell] produced a cleaner, more aesthetically pleasing image of a bicycle, but it felt more like a posed portrait than a candid street photo.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Strong intensity and expression in the eyes
- + Hyper-detailed skin texture and pores
- + Good focus on leather and metal textures
- − Hair lacks clear beads as requested in the prompt
- − Composition is cropped too tightly, losing much of the 'ornate plate armor' and 'underlayers'
- − Skin surface appears slightly oversaturated or metallic in some lighting areas
Seedream 5.0 Lite
- + Excellent adherence to the 'hair braided with small beads' prompt
- + Beautiful rendering of ornate engraved plate armor and cloth underlayers
- + Superior composition that balances the character with the bokeh environment
- − Eyes look slightly glassy or less soul-like compared to Model A
- − Scars look a bit like surface-level scratches rather than deep battle-worn marks
Verdict: Seedream 5.0 Lite followed the prompt much more accurately, specifically including the beads in the hair and showing more of the detailed armor and cloth layers requested. FLUX.1 [schnell] produced a very intense, high-detail face, but skipped several of the specific accessory and clothing requirements.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Features a clean, minimalist layout with professional whitespace usage.
- + Correctly differentiates section headers with bold sans-serif typography.
- − The text content is largely illegible gibberish.
- − The grid arrangement includes multiple pizza photos where 'Appetizers' were requested.
Seedream 5.0 Lite
- + Excellent text rendering with legible, realistic menu items and pricing.
- + Strong adherence to the grid layout with specific food photos for each section.
- + High visual quality of food imagery that matches the descriptions.
- − The 'Mains' header has a minor spelling overlap or crowding.
- − Bold fonts are slightly less 'minimalist' compared to the first option.
Verdict: FLUX.1 [schnell] creates a more authentically minimalist design layout, but fails completely on text legibility and content logic. Seedream 5.0 Lite provides a fully functional and professional menu with clear, readable text and perfect alignment between the category headers and the accompanying food images.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + High level of photorealistic texture on the burger bun and patty.
- + Excellent rendering of melting cheese and ambient lighting from the bottom fire.
- − Failed to render the 'M' in 'MAGIC BURGER'.
- − The text layout is messy with repetitive and incorrect price information.
- − Did not follow the 'exploded' instruction, keeping the burger mostly intact.
Seedream 5.0 Lite
- + Perfectly followed the 'exploded' composition with suspended layers.
- + Accurate and coherent text rendering including the starburst price tag.
- + Applied the glowing, fiery effect to the text as requested.
- − The bottom bun has a slightly odd 'doughnut' hole appearance.
- − The background fire is less intense compared to the other model.
Verdict: Seedream 5.0 Lite followed all prompt instructions, successfully creating an exploded view and rendering all requested text accurately with the specific fiery style. FLUX.1 [schnell] produced a higher-quality single burger asset, but failed on the layout, the text content, and the core 'exploded' concept.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + The handwriting style is clear and looks genuinely handwritten.
- + The framing of the chalkboard within a cafe setting is well-executed.
- − Significant spelling errors and gibberish text throughout the menu items.
- − The date transcription 'Pril - 30' is incorrect and poorly formatted.
- − The text looks more like a white ink marker than realistic chalk texture.
Seedream 5.0 Lite
- + Excellent adherence to the spelling of the menu items and the specific date.
- + The chalk texture is very realistic with dust and smudges on the green board.
- + The handwriting style is consistent and elegant as requested.
- − Minor spelling error on 'Heriss' instead of 'Herbs'.
- − Minor spelling error on 'Beliter' instead of 'Butter'.
- − Slightly less background context shown compared to the other model.
Verdict: Seedream 5.0 Lite significantly outperformed FLUX.1 [schnell] in following the prompt's specific text requirements and capturing the authentic texture of a chalkboard. While Seedream 5.0 Lite had a few minor character errors, FLUX.1 [schnell] produced nonsensical gibberish for most of the menu items and failed to render the requested date correctly.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Perfectly follows the specific role-reversal instruction of the horse on top.
- + Cinematic lighting and high-quality rendering of the space suit and planet.
- + Creative and surreal anatomical fusion of the horse and astronaut.
- − The horse appears to have two heads or a strange anatomical distortion.
- − The orientation is slightly confusing compared to a traditional 'riding' pose.
Seedream 5.0 Lite
- + Very high detail in the nebula background and the texture of the horse's coat.
- + Clear and coherent composition with sharp focus.
- − Completely failed the negative constraint to put the horse on top.
- − Standard cliché interpretation of an astronaut riding a horse.
- − The astronaut's legs and the saddle have some clipping issues.
Verdict: FLUX.1 [schnell] is the clear winner because it successfully followed the complex instruction to reverse the roles and put the horse on top of the astronaut. Seedream 5.0 Lite produced a high-quality image but failed the core prompt requirement, providing a standard astronaut riding a horse instead.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent fur texture and lighting on the capybara
- + High photographic realism on the businesswoman and her expression
- + Strong cinematic depth of field
- − The capybara only has one paw near the wheel instead of both front paws on it
- − The composition is very tight, making the taxi seat and interior harder to identify
Seedream 5.0 Lite
- + Perfect adherence to the instruction of having both paws on the steering wheel
- + Excellent composition showing the wider context of the taxi interior and the city
- + The businesswoman's 'bored' expression is very well executed
- − The transition between the capybara's head and the jacket looks slightly unnatural
- − The dashboard and steering wheel area have some minor geometry warping
Verdict: While FLUX.1 [schnell] creates a more cinematically beautiful image with superior textures, Seedream 5.0 Lite followed the specific prompt details much better, particularly the 'both paws on the wheel' instruction. Seedream 5.0 Lite also provided a better sense of place with its wider composition, showing more of the taxi and the Manhattan streetscape.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Features a symmetrical and clean layout
- + Vibrant colors on the pumpkin and main title
- − Has significant text errors including repeated lines and gibberish at the bottom
- − The border is very thin and lacks the requested thorns
Seedream 5.0 Lite
- + Excellent text rendering with no typos or hallucinations in the requested details
- + Accurately represents the 'dark parchment' and 'thorns and webs' border prompts
- + Superior cinematic lighting and texture on the jack-o-lantern
- − The transition between the central sky graphic and the parchment background is slightly abrupt
Verdict: Seedream 5.0 Lite is the clear winner as it followed every instruction, including complex text details and border elements, without errors. FLUX.1 [schnell] struggled with the text, producing several typos, repeated lines, and nonsense words, while also failing to include the prominent thorns and webs requested for the border.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent 3D diorama base and realistic lighting.
- + Clean and professional aesthetic with centered composition.
- + Crisp text and accurate flag representation.
- − Missed the 'SUSHI' text entirely.
- − The sushi roll looks a bit odd with sauce patterns that don't match traditional styles.
- − Composition leaves a lot of empty space at the top.
Seedream 5.0 Lite
- + Perfect adherence to all text requirements including 'JAPAN' and 'SUSHI'.
- + Great variety of sushi types on the plate enhancing the 'miniature scene' feel.
- + Excellent usage of soft refined textures that match the cartoon/PBR request.
- − The flag is placed to the side rather than the top-center as requested.
- − Shadows on the diorama base are slightly less refined than Model A.
Verdict: Seedream 5.0 Lite is the clear winner as it followed all textual instructions, including the word 'SUSHI' which FLUX.1 [schnell] missed. While FLUX.1 [schnell] had slightly better lighting, Seedream 5.0 Lite provided a much better variety of sushi and a more engaging 3D cartoon style consistent with the prompt.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent fur texture and fine detail
- + High-quality lighting effects with a warm glow
- + Cohesive artistic style across all characters
- − Failed to include a rabbit, instead generating a second cat-like creature
- − The butterfly anatomies are slightly distorted in-flight
Seedream 5.0 Lite
- + Successfully included all four requested animals: puppy, kitten, bunny, and fox
- + Strong adherence to 'god rays' and 'dew sparkles' in the foreground
- + Playful composition with the kitten reaching for a butterfly
- − The fox looks more like a plush toy or 3D render than a photorealistic animal
- − Dew sparkles appear a bit like artificial white dots rather than natural reflections
Verdict: Seedream 5.0 Lite followed the complex multi-subject prompt much better by actually including the rabbit, puppy, kitten, and fox as requested. While FLUX.1 [schnell] has superior fur realism and lighting, it failed the basic prompt adherence test by omitting the bunny and duplicating the feline subjects.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Excellent vector emblem layout with elegant decorative flourishes.
- + Consistent monochromatic color palette.
- + Crisp line work suitable for logo design.
- − Major spelling errors, rendering 'FRAMILAN' instead of 'Florian'.
- − Incorrect year '7720' instead of '1720'.
- − Missing the requested 'steam' element.
Seedream 5.0 Lite
- + Perfect text adherence for both the name 'Caffè Florian' and the date 'Est. 1720'.
- + Includes the requested 'steam' element which Model A missed.
- + Nice subtle paper texture on the background.
- − The ribbon banner has a slightly clunky, non-continuous perspective at the folds.
- − The cloche is a bit wide and flat compared to traditional retro styling.
- − Typographic spacing is a bit tight on the top line.
Verdict: While FLUX.1 [schnell] produced a more visually cohesive and professionally balanced vector emblem, it failed significantly on the text, hallucinating both the brand name and the date. Seedream 5.0 Lite followed all prompt instructions perfectly, including the text and the steam element, making it the superior choice for a specific branding request.
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.”
FLUX.1 [schnell]
Seedream 5.0 Lite
AI Judge Analysis
FLUX.1 [schnell]
- + Features a more artistic and integrated central composition.
- + Captures the NASA-inspired aesthetic with nice geometric balance.
- − The text is completely illegible gibberish.
- − Information hierarchy is confusing and doesn't clearly follow the six requested steps.
Seedream 5.0 Lite
- + Excellent adherence to the six-step structure requested in the prompt.
- + Superior text rendering with accurate labels for the mission phases and crew names.
- + Clean iconography that matches the flat-vector style requirements.
- − Visual style of the lunar module is slightly more detailed than 'flat-vector' compared to the other icons.
- − The 'Translunar' icon is very minimal to the point of being a simple line.
Verdict: Seedream 5.0 Lite is the clear winner as it perfectly follows the requested structure of the infographic, including all six specific steps and highly accurate text. In contrast, FLUX.1 [schnell] produces an aesthetically pleasing image but fails on technical instruction, providing unreadable text and a disorganized layout that doesn't convey the intended information.
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