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
#46 of 62 in Text-to-Image
Wan 2.6
#28 of 62 in Text-to-Image
Where the votes landed
FLUX.1 [schnell] FP8
0.0%
win rate
Ties
0.0%
Wan 2.6
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
- + Sleek, modern aesthetic with high-quality rendering
- + Excellent lighting and refraction effects on the glass
- + Very clean and sharp details on the book and sphere
- − The 'cube' is tall and rectangular rather than cubical
- − Includes a strange internal floating shelf that wasn't requested
Wan 2.6
- + Follows the geometry of a cube much more accurately
- + Realistic glass texture with imperfections and thickness
- + Excellent textures on the wooden table and weathered book
- − The plant is more 'next' to the cube than 'behind' it
- − Reflections in the glass are slightly less crisp than Model A
Verdict: Both models followed the complex spatial instructions well. FLUX.1 [schnell] FP8 produced a more polished, commercial-style image with superior lighting, but failed to make the object a true cube. Wan 2.6 provided a much more grounded and realistic interpretation with correct geometry, making it the winner for technical prompt adherence.
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 wet pavement reflections
- + High technical clarity on the subject
- + Accurate 50mm shallow depth of field
- − Missing the visible rain requested in the prompt
- − The man is holding the handlebars rather than repairing the bike
- − The background cars are too sharp for a 50mm lens with motion blur
Wan 2.6
- + Superior prompt adherence for light rain and raindrops
- + More convincing 'repairing' action with tools present
- + Highly realistic skin texture and weathered clothing
- − Anatomical issues with the subject's left hand
- − Visible motion blur on the car is quite subtle
- − The bicycle kickstand seems slightly disconnected from the ground
Verdict: Wan 2.6 captured the mood and specific details of the prompt much better, particularly the light rain and the actual act of repairing with tools. FLUX.1 [schnell] FP8 produced a cleaner image but missed the rain and showed a man simply standing with a bicycle, failing the core narrative of the prompt.
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
- + Strong, dramatic lighting and high-contrast skin textures
- + Intense, lifelike eye detail with sharp focus
- + Succeeded in the bokeh effect on the background
- − Failed to include prominent braided hair with beads as requested
- − The crop is a bit too tight, losing the 'ornate plate armor' and 'leather straps' detail
- − Skin appears overly stylized or 'over-baked' in texture
Wan 2.6
- + Perfect adherence to specific details like braided hair with beads and leather straps
- + Excellent representation of 'battle-worn' with realistic dirt and scars
- + Highly detailed and visible ornate engraving on the plate armor
- − The torch in the background is a bit distracting in its placement
- − The hair beads look slightly digitally superimposed compared to the rest of the image texture
Verdict: Wan 2.6 is the clear winner as it followed every specific detail of the prompt, including the braided hair with beads and the visible leather and cloth layers which FLUX.1 [schnell] FP8 largely ignored. While FLUX.1 produced an intense portrait, Wan 2.6 provided a more comprehensive and thematic interpretation of a battle-worn paladin.
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 structure that mimics a real physical menu pamphlet.
- + Clean, bold sans-serif headers with a high-end minimalist feel.
- + Consistent use of a clean white background.
- − Several typos in main category headers like 'PIZZAL' and 'SECCER'.
- − Menu text is largely illegible placeholder gibberish.
- − The food photos look a bit generic and repetitive in style.
Wan 2.6
- + Vibrant color accents and bold borders that match the prompt well.
- + Food photography is very high quality with realistic lighting and texture.
- + Better overall graphic design balance for a casual dining establishment.
- − Confusing layout logic where pizzas are shown under the 'Appetizers' photo grid.
- − Text contains significant spelling errors and artifacts.
- − The price formatting is inconsistent and nonsensical in places.
Verdict: Both models struggle with legible text, but FLUX.1 [schnell] FP8 offers a more professionally structured two-page layout that feels like a real restaurant menu. However, Wan 2.6 captures the 'vibrant accents' and 'colorful food photos' much better, feeling more like a finished design for a casual eatery despite its messy categorization.
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
- + Clean layout with visible fire in the foreground.
- + High technical clarity on the burger bun and patty.
- − Significant text errors including 'LIIMITED', 'LIMIED TIME NEEY', and incorrect price rendering.
- − The burger is largely intact rather than 'exploded' with ingredients suspended.
- − Text is plain white instead of the requested fiery, glowing effect.
Wan 2.6
- + Perfect adherence to text prompts including 'MAGIC BURGER', secondary message, and exact price.
- + Dynamic 'exploded' composition with ingredients truly suspended in mid-air as requested.
- + Excellent execution of the fiery, glowing effect on both text and background.
- − The starburst design for the price is slightly cliché in style.
- − The upper bun appears slightly disconnected from the sauce stream.
Verdict: Wan 2.6 is the clear winner as it followed every instruction, including the complex text requirements and the specific 'exploded burger' composition. FLUX.1 [schnell] FP8 failed significantly on the text rendering, with multiple typos and an incorrect price, while also failing to deliver the 'fiery' text effect requested.
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
- + Clean layout and framing
- + Clear and legible date rendering
- − Numerous spelling errors like 'Risortto', 'Griffled', and 'Octemon'
- − Text looks more like a digital marker font than authentic chalk texture
- − Repeated lines and garbled text at the bottom
Wan 2.6
- + Perfect adherence to spelling and specific menu items
- + Excellent realistic chalk texture with smudges and dust
- + Successfully rendered the elegant cursive title as requested
- − Slightly tighter cropping on the frame compared to model A
Verdict: Wan 2.6 followed the prompt instructions perfectly, rendering all complex menu items with 100% spelling accuracy and an authentic chalk texture. FLUX.1 [schnell] FP8 failed significantly on the text rendering, introducing many nonsensical words and a repetitive, digital-looking font.
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
- + Attempts the specific logical inversion requested in the prompt.
- + Cinematic lighting and high-quality textures on the horses.
- + Clean, sharp rendering with a compelling space background.
- − Anatomical issues with the horse in the foreground (leg positioning).
- − The 'astronaut' elements are reduced to a mechanical box rather than a full person/suit.
Wan 2.6
- + High visual appeal and vibrant cosmic colors.
- + Excellent texture on the astronaut suit and horse hair.
- + Very strong cinematic composition.
- − Failed the negative constraint: the astronaut is riding the horse, which is 'vice versa' from the request.
- − Generic interpretation of a common space trope.
Verdict: FLUX.1 [schnell] FP8 is the only model that followed the specific logical constraint of having the 'horse on top' of the astronaut, though it interpreted the astronaut as mechanical equipment rather than a person. Wan 2.6 ignored the negative constraint entirely, producing a standard astronaut-riding-horse image which, while visually beautiful, fails the prompt's core instructional challenge.
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 on the capybara
- + High resolution with clean, digital clarity
- + Captures the bored, non-chalant expression of the passenger well
- − The passenger appears to be holding two phones or a very strange device
- − The perspective makes the capybara look overly large for the driver seat
- − The taxi hat looks more like a plastic toy than a professional cap
Wan 2.6
- + Superb photorealistic lighting and atmosphere with rain effects
- + The capybara's outfit looks more like a real uniform jacket and cap
- + Excellent composition with realistic spatial depth for a car interior
- − The passenger's expression looks slightly annoyed/confused rather than bored
- − Slightly lower sharpness on the interior details compared to Model A
Verdict: Wan 2.6 is the clear winner due to its superior realism and atmospheric lighting that perfectly captures a rainy night in Manhattan. While FLUX.1 [schnell] FP8 has high clarity, it suffers from a significant artifact where the passenger is holding multiple devices and the overall composition feels more like a composite than a coherent photograph.
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
- + Features a bold, central jack-o-lantern
- + Clean graphic design style for the top header
- + Good use of moody lighting
- − Numerous spelling errors in the banner and event details
- − The border is simplistic and does not clearly show webs or thorns
- − The text layout at the bottom is messy and poorly aligned
Wan 2.6
- + Flawless text rendering for all requested details and dates
- + Intricately detailed border with thorns and cobwebs that perfectly matches the prompt
- + Excellent composition with twisted trees framing the pumpkin and realistic lighting effects
- − The parchment texture is slightly less 'dark' than requested, appearing more like aged paper
Verdict: Wan 2.6 is the clear winner as it successfully rendered all the complex text and layout requirements without a single spelling error, which is crucial for a party invitation. While FLUX.1 [schnell] FP8 captured the moody atmosphere well, its text was riddled with garbled letters and the border details were lacking compared to Wan 2.6's intricate and accurate thorns and webs.
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 soft, refined cartoon textures
- + Clean PBR aesthetic with gentle lighting
- + Centered 45° isometric diorama base
- − Text rendering is broken, displaying JAPAN JADAN instead of Japan Sushi
- − The flag icon is integrated poorly into the text
Wan 2.6
- + Perfect text rendering for both JAPAN and SUSHI
- + Accurate representation of diverse sushi types (nigiri, shrimp)
- + Includes flag icon clearly and follows the layout instructions exactly
- − Rice texture is a bit repetitive/uniform
- − Lighting is slightly harsher than the 'gentle' request
Verdict: While FLUX.1 [schnell] FP8 captures the 'soft cartoon' aesthetic and PBR materials more effectively, it fails significantly on the text rendering requirement. Wan 2.6 followed every instruction including specific text placement, the flag icon, and the distinct types of sushi, making it the superior choice for prompt adherence.
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 color saturation and vibrant lighting.
- + Very cute, expressive character designs.
- + High level of detail on the fur texture.
- − Failed to include a baby bunny.
- − Includes a confusing fifth animal that looks like a hybrid caracal/fox.
- − The animals are static rather than 'tumbling together' as requested.
Wan 2.6
- + Successfully included all four requested animals (dog, cat, bunny, fox).
- + Excellent portrayal of movement and 'tumbling' interaction.
- + Beautiful rendering of god rays and dew sparkles.
- − The fox's front right leg is anatomically distorted.
- − Minor artifacts in the butterfly wings and floating seeds/debris.
Verdict: Wan 2.6 followed the complex prompt much more accurately, including all specific animals requested and capturing the dynamic 'tumbling' action. While FLUX.1 [schnell] FP8 produced a very clean and cute image, it failed to include the bunny and added an extra, non-requested animal, making it less successful in terms of prompt adherence.
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
- + Elegant warm brown and cream color palette
- + Good use of banners and decorative accents
- + Strong vector-style illustration of the dome
- − Failure to correctly spell the main text 'Caffè Florian'
- − The 'dome' looks more like architectural cupola than a food cloche
Wan 2.6
- + Excellent text rendering with correct spelling and accents
- + Accurate depiction of a food cloche with steam
- + Effective use of subtle grit and texture on the background
- − The 'Est. 1720' banner is tiny and slightly poorly integrated
Verdict: Wan 2.6 is the clear winner as it correctly rendered the text 'Caffè Florian' and followed the specific 'cloche dome' instruction. FLUX.1 [schnell] FP8 misinterpreted the cloche as an architectural dome and significantly mangled the spelling of 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
- + Strong adherence to the infographic structure and requested icon steps.
- + Matches the 'NASA-inspired' and flat-vector style perfectly.
- + Good layout with a logical progression of events.
- − Nonsense filler text and spelling errors in the labels.
- − Labels don't always match the icons above them (e.g., Red circle labeled lunar module).
Wan 2.6
- + Legible and correctly spelled text for headings and names.
- + Consistent 'NASA' color palette used effectively.
- − Completely failed to generate an infographic with the 6 requested steps.
- − The layout resembles a poster or towel rather than a professional infographic.
- − Empty space dominates the composition with very little content.
Verdict: FLUX.1 [schnell] FP8 correctly interpreted the structural requirements of an infographic, providing the timeline and icons requested even though the smaller text is garbled. Wan 2.6 failed the primary task of creating a 6-step infographic, instead producing a very simple layout with large vertical gaps and missing the core mission steps entirely.
Explore each model
Alibaba's multimodal generation model from the Wan AI suite, supporting text-to-video, image-to-video, reference-to-video with audio, and text-to-image, in both Chinese and English