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
Recraft V4.1
#53 of 62 in Text-to-Image
Where the votes landed
FLUX.1 [schnell] FP8
33.3%
win rate
Ties
0.0%
Recraft V4.1
66.7%
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 handling of glass transparency and internal reflections.
- + High resolution with vibrant, clean colors.
- + Composition feels bright and modern.
- − The cube geometry is slightly elongated, appearing more like a rectangular prism.
- − The sphere is resting on a confusing internal shelf rather than the bottom of the cube.
Recraft V4.1
- + Perfectly geometric cube shape.
- + The blue sphere is more clearly defined and centered.
- + Realistic wood grain and book texture.
- − The blue sphere appears to be levitating inside the cube without a physical base.
- − The plant is less visible through the glass compared to Model A.
Verdict: Both models followed the prompt instructions well, including the specific spatial relationships of the objects. Recraft V4.1 is selected as the winner for its superior geometric accuracy and more realistic textures, though FLUX.1 [schnell] FP8 offered many impressive optical effects with the glass and lighting.
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 handling of wet pavement reflections
- + Sharp focus on the subject with high resolution
- + Captures the red bicycle and wet street atmosphere well
- − The man does not look particularly Japanese
- − Missing the requested light rain and motion blur for cars
- − The framing is very centered and lacks the 'imperfect' candid feel
Recraft V4.1
- + Successfully captures the rain droplets and motion blur
- + Highly realistic skin texture and age-appropriate features
- + Effective imperfect framing that feels like a genuine candid street photo
- − Composition is a bit dark/occluded around the hands
- − Less clarity on the bicycle details compared to the other model
Verdict: Recraft V4.1 is the winner as it followed almost every specific detail of the prompt, including the difficult-to-capture light rain and motion blur. FLUX.1 [schnell] FP8 produced a high-quality image, but it failed to include the rain and the 'imperfect' candid framing that was requested.
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 facial expression and intensity
- + Highly detailed skin texture
- + Excellent use of warm lighting and color contrast
- − Hair braids and beads are very subtle and almost missed
- − The armor lacks the specific ornate engraving depth requested
- − Faces a bit of an 'over-sharpened' digital look
Recraft V4.1
- + Accurate rendering of braided hair with beads
- + Beautifully detailed and ornate engraved plate armor
- + Great inclusion of secondary prompt elements like scars, dirt, and bokeh sparks
- − Mouth is slightly open in a generic dazed look
- − Face skin detail is slightly softer compared to the armor
Verdict: Recraft V4.1 followed the prompt much more closely, specifically capturing the braided hair with beads and the ornate engravings on the armor which FLUX.1 [schnell] FP8 largely ignored. While FLUX.1 [schnell] FP8 has a very striking and intense facial close-up, Recraft V4.1 delivers a more complete interpretation of the 'battle-worn paladin' with superior material textures and environmental effects.
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
- + Stronger adherence to the 'grid' layout requested in the prompt.
- + Contains all specified sections including appetizers, pizza, and mains.
- + Professional, high-density layout suitable for a full menu.
- − Text is largely gibberish or misspelled ('ORCETERS', 'SECCER').
- − Visual artifacts make some food items look unrealistic or messy.
Recraft V4.1
- + Perfect text rendering with realistic dish names and descriptions.
- + Excellent typography and use of vibrant accents as requested.
- + High-quality, distinct food photography for each item.
- − The layout is more of a list than a 'grid' of photos.
- − Negative space on the right side feels slightly unbalanced.
Verdict: Recraft V4.1 is the clear winner due to its exceptional text rendering and realistic food photography, which are critical for a menu design. While FLUX.1 [schnell] FP8 followed the grid layout request more closely, its failure to generate coherent English text and the presence of visual artifacts makes it unusable compared to the professional finish of Recraft V4.1.
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
- + The burger patty looks juicy and realistic with good texture.
- + The motion blur on the small fragments adds a nice sense of action.
- − Terrible text rendering with multiple misspellings like 'LIIMITED' and 'NEEY'.
- − Failed the 'exploded' burger request, as the main burger is mostly assembled.
- − Incorrect price and poor integration of the starburst element.
Recraft V4.1
- + Excellent adherence to the 'exploded burger' prompt with clearly separated components.
- + Perfect text rendering of all requested phrases including the fiery effect.
- + The starburst with the correct price is well-integrated into the design.
- − The cheese slice looks slightly plastically and static compared to the other components.
Verdict: Recraft V4.1 is the clear winner as it followed every instruction, including the complex text and layout requirements, perfectly. FLUX.1 [schnell] FP8 failed significantly on text accuracy and did not properly execute the 'exploded' view of the burger.
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
- + Captures the warm lighting of a café setting well.
- + Authentic-looking wooden frame for the chalkboard.
- − Severe spelling errors throughout the menu items.
- − Text is repetitive and nonsensical in several lines.
- − Fails to render the elegant cursive requested for the title.
Recraft V4.1
- + Perfect spelling and adherence to the specific text requested in the prompt.
- + Superior chalk texture that looks highly realistic and tactile.
- + Maintains consistent handwriting style across the entire board.
- − Lacks the wooden frame and wide environment shot of the alternative.
- − Does not use 'elegant cursive' for the title, opting for a standard print script.
Verdict: Recraft V4.1 is the clear winner as it successfully follows the complex text-rendering requirements with perfect spelling and realistic chalk texture. FLUX.1 [schnell] FP8 struggles significantly with legibility, resulting in garbled text and repeated menu items that do not match the prompt.
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
- + Excellent adherence to the 'horse on top' spatial instruction.
- + Visually surreal and unique mechanical interpretation of an astronaut.
- + Strong cinematic lighting with the Earth backdrop.
- − Anatomical issues where the two horses appear fused or poorly connected.
- − The interpretation of 'astronaut' is a bit abstract and machine-like.
Recraft V4.1
- + High textural detail on the horse and nebula background.
- + Clear, high-resolution rendering with a classic space aesthetic.
- − Completely failed the negative constraint to have the horse on top.
- − Standard cliché interpretation instead of a surreal one.
Verdict: FLUX.1 [schnell] FP8 successfully followed the challenging prompt requirement to place the horse on top of the astronaut, resulting in a truly surreal image despite some anatomical incoherence. Recraft V4.1 ignored the specific spatial instruction entirely, producing a conventional image of an astronaut riding a horse.
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 clarity and sharpness in the capybara's fur texture.
- + Vibrant lighting and colors that create an appealing cinematic atmosphere.
- + Good text rendering on the driver's hat.
- − The woman is holding two phones simultaneously, which is a logic error.
- − The capybara's paws are not placed correctly on the steering wheel.
- − The taxi interior looks slightly stylized rather than fully photorealistic.
Recraft V4.1
- + High level of realism in the photographic texture and lighting.
- + Strict adherence to the 'both front paws on the steering wheel' instruction.
- + Successfully captures the bored, mundane expression of the passenger.
- − The capybara is not wearing the requested dark jacket.
- − The scale of the capybara is slightly too large for the car's front seat.
- − The text on the roof sign is illegible/glitched.
Verdict: Recraft V4.1 is the winner as it produces a more convincing photorealistic image with better adherence to the physical interaction of the capybara driving. While FLUX.1 [schnell] FP8 has more vibrant colors and clear text, it fails on basic logic by giving the passenger two phones and failing to place the capybara's paws on the wheel.
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.
- + Captures the parchment border aesthetic well.
- − Major text rendering errors and misspellings in the fine print.
- − Layout is somewhat generic and feels less cinematic.
- − The jack-o-lantern has a very digital, flat appearance.
Recraft V4.1
- + Excellent text rendering with accurate spelling of all event details.
- + Highly detailed, atmospheric composition with a realistic texture on the pumpkin.
- + Intricate border with webs and thorns as requested.
- − The 'night of frights' banner is very small and difficult to read.
Verdict: Recraft V4.1 is the clear winner as it successfully rendered all text accurately, including the specific date and location. FLUX.1 [schnell] FP8 struggled significantly with the text, introducing numerous typos and layout issues, whereas Recraft V4.1 provided a much more polished, cinematic, and artistically coherent design.
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 miniature 'toy' aesthetic with soft textures
- + Precise 45-degree isometric perspective and clean lighting
- + Great adherence to the raised diorama base and solid background
- − Failed the text prompt, spelling 'JAPAN JAPAN' with a visual error
- − Omitted the word 'SUSHI' entirely
Recraft V4.1
- + Perfect text rendering of 'JAPAN' and 'SUSHI'
- + Includes the requested flag icon and high-clarity PBR materials
- + High detail in the sushi modelling, especially the shrimp texture
- − The diorama base is slightly cut off at the bottom edges
- − Perspective is a bit flatter than a true 45-degree isometric view
Verdict: While FLUX.1 [schnell] FP8 captured the 'miniature cartoon 3D' style more effectively, its total failure to render the requested text makes it less successful as a prompted piece. Recraft V4.1 followed every instruction including the text, icon, and specific materials, resulting in a professional and highly accurate graphic.
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
- + Extremely vibrant, saturated colors that create a very joyful vibe.
- + Excellent lighting effects with soft backlighting on the fur.
- − Failed to include the bunny, instead generating extra cats/kits.
- − The overall look is more stylized/digital art than hyper-photorealistic.
Recraft V4.1
- + Included every specific animal requested in the prompt, including the bunny and fox kit.
- + Better realism in terms of fur texture and natural lighting.
- + Captures the action of 'playfully chasing' much more effectively.
- − The fox kit has slightly unusual paw anatomy in the foreground.
- − The lighting is a bit hazy, which slightly reduces fine contrast.
Verdict: Recraft V4.1 is the clear winner as it followed all prompt instructions, successfully including the golden retriever, kitten, bunny, and fox kit, whereas FLUX.1 [schnell] FP8 missed the bunny entirely. Recraft V4.1 also captured the dynamic nature of the scene much better, showing the animals in motion rather than simply posed.
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 captured the intricate vector emblem style
- + Included all prompt elements including the banner and est. 1720 text
- − Severely failed text rendering with 'AFe FLAMILAN'
- − The dome structure looks more like an architectural dome than a food cloche
Recraft V4.1
- + Excellent text rendering with 'Caffè Florian' and 'Est. 1720'
- + Accurately depicted a food cloche dome with steam as requested
- + Clean, professional composition suitable for a real logo
- − The 'Est. 1720' text is slightly off-center within its banner
Verdict: Recraft V4.1 is the clear winner as it correctly spelled the brand name 'Caffè Florian' and accurately depicted a restaurant cloche, whereas FLUX.1 [schnell] FP8 hallucinated the spelling as 'AFe FLAMILAN' and provided a confusing architectural illustration. Recraft V4.1 followed all prompt instructions while maintaining a high-quality, professional logo aesthetic.
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
- + Successfully uses the requested navy and gray palette
- + Layout feels like a traditional poster with a clear header
- + Vector style is consistent throughout the different elements
- − Poor typography and illegible text outside the main title
- − Icons are abstract and do not clearly represent the specific mission stages requested
- − The flow of the infographic is cluttered and confusing
Recraft V4.1
- + Excellent typography with high legibility and correct spelling of names
- + Perfect adherence to iconography requests, including the Saturn V and Lunar Module
- + Clean, grids-based layout that is easy to follow
- − Numbering error in the stages (two number 04s and no 05)
- − Background is a bit sparse compared to the top of the poster
Verdict: Recraft V4.1 is the clear winner as it perfectly captured the specific icons requested for every stage and maintained excellent text legibility, including the names of the crew. FLUX.1 [schnell] FP8 followed the color scheme well but failed to produce recognizable icons or readable text for the infographic steps.
Explore each model
Recraft's V4.1 standard tier text-to-image model — refines V4's photorealism with more natural lighting, softer gradients, and sharper illustration styles for everyday creative work