FP8 quantized variant of Black Forest Labs' FLUX.1 [schnell] model, offering ~2x faster inference with reduced precision while maintaining high-quality image generation in 4 steps
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
FLUX.1 [schnell] FP8
#47 of 62 in Text-to-Image
Seedream 4.5
#9 of 62 in Text-to-Image
Where the votes landed
FLUX.1 [schnell] FP8
0.0%
win rate
Ties
0.0%
Seedream 4.5
100.0%
win rate
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent photographic quality and lighting effects
- + Realistic reflections on the wood and glass
- + High clarity and vibrant colors
- − The glass object is a tall rectangular prism rather than a cube
- − The blue sphere is floating on a shelf-like bisection rather than sitting in the cube
Seedream 4.5
- + Accurately depicts a glass cube rather than a tall prism
- + Correctly places the sphere at the bottom of the cube as implied
- + Effective use of shadows and soft lighting matching the prompt
- − Slightly lower resolution/crispness compared to Model A
- − Texture on the red book is a bit uniform and flat
Verdict: While FLUX.1 [schnell] FP8 produced a more visually stunning and high-definition image, it failed to generate a cube, opting for a tall rectangular box with an internal shelf. Seedream 4.5 followed the spatial requirements of the prompt much better, providing a true cube with the plant visible through the glass as requested.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent shallow depth of field and bokeh
- + Crisp subject-to-background separation
- + Highly detailed bicycle hardware
- − Fails to include motion blur on passing cars
- − Lacks visible rain despite the wet pavement
- − Anatomy issues with the subject's left hand merging into the handlebar
Seedream 4.5
- + Successfully captures motion blur on cars and visible rain droplets
- + Dynamic and authentic street photography composition
- + Skin textures and rain gear appear very realistic
- − Bicycle anatomy is slightly distorted in the rear wheel and frame area
- − The red bicycle is partially cropped out of the frame
Verdict: Seedream 4.5 is the clear winner as it successfully incorporated complex technical prompts like motion blur and visible rain, which FLUX.1 [schnell] FP8 largely ignored. Seedream 4.5 also achieved a more authentic 'candid' feel with better environmental storytelling, while FLUX produced a static image that felt more like a posed portrait.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Intense facial expression and sharp eye contact
- + High contrast dramatic lighting
- + Good texture on the leather pauldron
- − Hair lacks requested braids and beads
- − Armor details are partially obscured and less ornate than requested
- − Over-sharpened digital look on the skin texture
Seedream 4.5
- + Perfect adherence to specific details like braided hair with beads
- + Exquisite ornate engraving on the plate armor
- + More realistic skin texture with visible scars and dirt as requested
- − The character's gaze is slightly disconnected from the viewer
- − Lighting on the face is a bit flat compared to the dramatic armor highlights
Verdict: Seedream 4.5 is the clear winner as it followed every detail of the prompt, including the braided hair with beads and the highly ornate engraving, which FLUX.1 [schnell] FP8 largely ignored. Seedream 4.5 also achieved a much more lifelike and photographic quality in the skin and materials.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent variety of food photography within a tight grid.
- + Professional layout that mimics a real tri-fold or dual-page menu.
- + Includes many menu items and detailed pricing structures.
- − Text contains several spelling errors (e.g., 'APPTIZERS', 'ORCETERS', 'PIZZAL').
- − Small text is largely illegible gibberish.
Seedream 4.5
- + Extremely clean and modern minimalist design.
- + High-quality, appetizing food photography with vibrant color-coded borders.
- + Heading text is perfectly legible and professional.
- − Repetitive text in the lists (e.g., 'Restaurant', 'Festaurant').
- − Layout is more like a single poster than a functional multi-item menu.
Verdict: FLUX.1 [schnell] FP8 creates a more realistic menu structure with a high density of information, but it suffers from severe spelling errors and legibility issues. Seedream 4.5 produces a much more visually appealing and professional design with superior image quality and legible header text, making it the better choice for a 'modern minimalist' aesthetic despite having fewer items.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + High image sharpness and clarity.
- + Clean, professional layout for the main title.
- − Several severe spelling errors in the promotional text.
- − Failed to include the fiery effect on the typography.
- − Incorrect price rendered prominently as €69.
Seedream 4.5
- + Perfect adherence to text content and stylistic requirements.
- + Excellent motion blur on floating ingredients creates a dynamic feel.
- + Accurately rendered fiery, glowing effect on all text and the starburst.
- − The burger composition is slightly less 'exploded' than Model A, keeping most layers together.
Verdict: Seedream 4.5 followed the complex prompt instructions perfectly, including the specific fiery text effects and the correct pricing. FLUX.1 [schnell] FP8 struggled significantly with the text, producing multiple typos and failing to apply the requested glowing style to the font.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent chalk-on-board lighting and texture
- + High-resolution wooden frame rendering
- − Serious spelling errors and repetitive text like 'ffle' and 'Griffled'
- − Incorrect pricing and disorganized layout
- − Failed to render the title in cursive as requested
Seedream 4.5
- + Highly accurate spelling of all complex menu items
- + Excellent adherence to the 'elegant cursive' title instruction
- + Consistent and realistic chalk texture across all text
- − Total price for the 첫 item is repeated on two lines
- − Minor chalk dust artifacts in the background are slightly heavy
Verdict: Seedream 4.5 is the clear winner as it followed every textual instruction perfectly, including complex titles in cursive and specific menu items. FLUX.1 [schnell] FP8 struggled significantly with text rendering, resulting in 'hallucinated' words and repetitive, nonsensical lines.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Successfully followed the difficult positional instruction 'horse on top'
- + Strong surreal composition with high-quality textures
- + Creative interpretation of equipment for a horse in space
- − Anatomy becomes messy with two horse heads appearing
- − The 'astronaut' or base object is abstracted into a metallic box rather than a recognizable person
Seedream 4.5
- + Excellent lighting and atmospheric nebula effects
- + High visual fidelity and cinematic quality
- + Clear, recognizable subjects
- − Failed the core prompt instruction 'horse on top, not vice versa'
- − Conventional interpretation rather than the requested surreal reversal
Verdict: While Seedream 4.5 produced a much more visually polished and beautiful image, it completely failed to follow the specific instruction for a horse riding an astronaut. FLUX.1 [schnell] FP8 successfully attempted the surreal reversal requested, even though the anatomy of the horses is tangled and confusing.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent fur texture and lighting on the capybara.
- + Successfully captures the bored expression of the passenger.
- − The passenger is strangely holding two phones at once.
- − The capybara's hands are anatomically incorrect for a capybara, appearing more like primate or monster hands.
Seedream 4.5
- + Perfect adherence to the prompt regarding both paws on the steering wheel.
- + Highest level of photorealism with natural reflections and skin textures.
- + Captures the 'bored' professional atmosphere perfectly with a centered composition.
- − The capybara's cap looks a bit flat in terms of shading compared to the rest of the scene.
Verdict: While both models followed the prompt well, Seedream 4.5 is the clear winner due to its superior anatomical accuracy and photorealism. FLUX.1 [schnell] FP8 failed significantly on the hands of the characters, giving the woman two phones and the capybara strange, multi-jointed fingers.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Strong gothic atmosphere and parchment texture.
- + Creative use of silhouettes and framing.
- − Significant spelling errors and distorted text.
- − Layout feels cluttered and unbalanced.
Seedream 4.5
- + Perfect text accuracy and legible typography.
- + Excellent cinematic lighting and integration of elements.
- − Spider webs feel like a literal overlay rather than integrated.
- − The thorn/barbed wire effect at the bottom is slightly aggressive.
Verdict: Seedream 4.5 is the clear winner due to its ability to render every specific text requirement perfectly, whereas FLUX.1 [schnell] FP8 suffers from numerous typos. Seedream 4.5 also exhibits superior lighting and a more cohesive, professional layout for an 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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent 3D cartoon stylization with soft textures
- + High clarity and clean lighting
- + Consistent color palette and centered composition
- − Text rendering is broken and contains gibberish
- − The flag icon is integrated into the text incorrectly
Seedream 4.5
- + Perfect adherence to text and icon requirements
- + Excellent diorama base aesthetic
- + High quality PBR-style textures on the rice and fish
- − Perspective of the plate feels slightly flatter than the isometric base
- − Garnish scale is slightly large compared to the sushi
Verdict: While FLUX.1 [schnell] FP8 captures the 'cartoon miniature' aesthetic slightly better with its soft shapes, it fails significantly on the text rendering. Seedream 4.5 followed every instruction including the specific text and flag icon, while providing a very tactile and high-quality 3D render.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent fur detail and texture
- + Beautiful golden lighting and high resolution
- − Failed to include the requested baby bunny
- − Included two cats and an extra unidentifiable small mammal instead of the specific list
- − Animals are static rather than playful or tumbling
Seedream 4.5
- + Perfect adherence to the prompt, including the golden retriever, kitten, bunny, and fox
- + Dynamic composition that captures the 'tumbling' and 'chasing' action
- + Great use of god rays and dew sparkles as requested
- − The fox's eyes appear slightly stylized/artificial compared to the other animals
- − Minor anatomy clipping on the kitten's front paws
Verdict: Seedream 4.5 is the clear winner as it successfully included all four requested animals (puppy, kitten, bunny, and fox) and captured the kinetic energy of the scene. FLUX.1 [schnell] FP8 produced a high-quality image but failed on the prompt instructions by missing the bunny and providing an incorrect count and variety of species.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Successfully captures the requested vintage aesthetic and texture
- + Incorporates the 'Est. 1720' text clearly
- − Significant spelling errors in the main text ('AFe FLAMILAN')
- − Misinterpretation of the cloche dome as an architectural dome/cupola
Seedream 4.5
- + Perfect text rendering of 'Caffè Florian'
- + Accurate representation of a restaurant cloche dome with steam
- + Excellent vector emblem style with appropriate minimalism
- − Subtle texture is very faint compared to model A
Verdict: Seedream 4.5 is the clear winner as it perfectly follows the text requirements and identifies the correct object (a food service cloche) whereas FLUX.1 [schnell] FP8 misinterprets the prompt as an architectural dome and fails significantly at spelling the brand name.
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.”
AI Judge Analysis
FLUX.1 [schnell] FP8
- + Excellent typography rendering for the main title.
- + Strict adherence to the 'navy, white, muted red' color palette.
- + Achieves a clean, professional vector aesthetic for the layout.
- − The iconography for the steps is inconsistent and mostly abstract circles.
- − Text below the main title is gibberish.
- − The number of steps and their logic is confusing and does not match the prompt's sequence.
Seedream 4.5
- + Highly legible, accurate English text including names and steps.
- + Excellent iconography that directly matches the prompt (Saturn V, Lunar Module).
- + Clear, logical infographic flow from step 1 to 6.
- − The 'Descent' icon is a satellite with solar panels rather than a lunar module descent stage.
- − Slightly less 'modern' feel compared to the minimalist grid of the other model.
Verdict: Seedream 4.5 is the clear winner as it successfully follows the logic of a 6-step infographic with readable, accurate text and high-quality descriptive icons. While FLUX.1 [schnell] FP8 captures the 'modern vector' style well, it fails to provide representative icons for the specific steps and the textual content is largely nonsensical.
Explore each model
ByteDance's latest image generation model unifying text-to-image and image editing in a single architecture, with improved text rendering and 30-40% faster generation than v4.0