Black Forest Labs' open-weights multimodal flow transformer for in-context image generation and editing, available for non-commercial use with character consistency and style transfer capabilities
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
FLUX.1 Kontext [dev]
#54 of 62 in Text-to-Image
Recraft V4.1
#53 of 62 in Text-to-Image
Where the votes landed
FLUX.1 Kontext [dev]
0%
win rate
Ties
0%
Recraft V4.1
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 Kontext [dev]
- + Excellent photographic realism and lighting
- + Accurate depiction of the plant behind the glass with realistic refraction
- + High-quality texture on the book and table
- − The base of the cube appears to be a mirror rather than clear glass
- − The sphere is quite large relative to the cube
Recraft V4.1
- + Clean geometric composition
- + Nice caustic lighting effects on the table
- + Includes all requested elements
- − The sphere is floating unnaturally in the center of the cube
- − The glass cube has physically impossible reflections and internal edges
- − The plant looks more pasted behind the scene rather than part of the lighting environment
Verdict: FLUX.1 Kontext [dev] produced a far more realistic image with convincing lighting and material physics, especially regarding the plant's visibility through the glass. Recraft V4.1 followed the prompt well but suffered from physical inaccuracies, such as a floating sphere and confusing internal glass geometry.
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 Kontext [dev]
- + Excellent clarity and subject focus.
- + High detail on the bike's mechanical structure and reflections.
- − The man is just standing with the bike rather than repairing it.
- − The composition feels slightly staged rather than a candid street photo.
- − Fails to include motion blur from passing cars.
Recraft V4.1
- + Perfectly captures the 'repairing' action and 'candid' feel requested.
- + Excellent atmosphere with realistic rain droplets, wet clothing, and bokeh.
- + Includes subtle motion blur and imperfect framing that adds to the realism.
- − Slightly lower resolution on the fine details of the bike frame.
- − The man's hands are somewhat obscured by the dark lighting and rain.
Verdict: Recraft V4.1 followed the prompt's stylistic cues much better, delivering a truly candid, cinematic image that correctly depicted the man repairing the bike. While FLUX.1 Kontext [dev] produced a sharp, high-quality image, it failed to capture the specific action (repairing) and the requested camera effects like motion blur and imperfect framing, resulting in a more generic 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 Kontext [dev]
- + Excellent character lighting with strong rim light
- + Intricate engraving on the breastplate
- + High contrast and cinematic composition
- − Missed the request for braided hair with beads
- − The skin looks a bit too smooth for a 'battle-worn' character
- − The scars look like surface-level red paint rather than skin texture
Recraft V4.1
- + Perfect adherence to specific details like braided hair and small beads
- + Realistic skin texture with convincing dirt and scarring
- + Excellent lighting reflection on the forehead and armor
- − The bokeh sparks in the lower left are a bit distracting
- − Slightly less 'heroic' framing compared to the other model
Verdict: Recraft V4.1 is the clear winner as it followed every detail of the prompt, specifically the braided hair and beads which FLUX.1 Kontext [dev] completely ignored. Recraft V4.1 also provided much more realistic 'battle-worn' textures on the skin and armor, whereas FLUX.1 Kontext [dev] felt more like a polished studio photo of a costume.
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 Kontext [dev]
- + High-resolution, appetizing food photography
- + Artful, balanced grid composition
- + Strong adherence to the requested bold sans-serif visual style
- − Text is nonsensical gibberish
- − Visuals lean more toward a magazine layout than a functional restaurant menu
Recraft V4.1
- + Excellent text legibility and logical structure
- + Accurately represents the requested sections (Appetizers, Pizza, Mains)
- + Includes functional pricing and dish descriptions
- − Food photos are quite small relative to the negative space
- − The grid of photos is relegated to the side rather than being the central design element
Verdict: Recraft V4.1 is the clear winner for this task as it produces a functional, professional menu with perfectly legible text and appropriate categorization. While FLUX.1 Kontext [dev] creates more vibrant and high-quality photography, its failure to generate readable text or a logical menu structure makes it less useful for the specific prompt.
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 Kontext [dev]
- + Excellent typography rendering for the primary title
- + High-quality photorealistic texture on the meat and buns
- + Strong, vibrant color palette and dramatic lighting
- − Failed the main request for an 'exploded' burger, showing a fully assembled one instead
- − Typographical error in 'ONLY' (spelled 'LNHLY')
Recraft V4.1
- + Perfectly executed the 'exploded' burger concept with all components suspended
- + Correct spelling for all text requested in the prompt
- + Superior adherence to the 'fiery, glowing effect' for the text
- − The meat patty looks slightly less detailed compared to Model A
- − The composition feels a bit crowded with the large arched text
Verdict: Recraft V4.1 followed the complex prompt requirements much more accurately, successfully creating the 'exploded' assembly and spelling all text correctly. While FLUX.1 Kontext [dev] produced a very attractive image, it failed to separate the burger components as requested and included a significant spelling error.
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 Kontext [dev]
- + Natural look to the wooden frame and lighting.
- + Good handwriting variability in the bottom section.
- − Numerous spelling errors including 'Mashroom', 'Risoktso', and 'Octpus'.
- − Major artifacts in the date section and pricing lines.
- − Failed to provide the elegant cursive title requested.
Recraft V4.1
- + Excellent spelling accuracy across the entire board.
- + Highly realistic chalk texture with visible dust and board smudges.
- + Captured the slanted handwriting and natural variations requested in the prompt.
- − The 'cursive' for the title is more of a print-script hybrid than 'elegant cursive'.
- − Composition is a bit tightly cropped at the top and bottom.
Verdict: Recraft V4.1 followed the instructions much more effectively, producing near-perfect spelling and a very convincing chalk texture. FLUX.1 Kontext [dev] struggled significantly with text rendering, introducing multiple typos and visual artifacts that made the menu illegible in places.
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 Kontext [dev]
- + Excellent adherence to the specific 'horse on top' request
- + High-quality rendering of faces and space suit textures
- + Maintains a clean, cinematic composition
- − The horse's position behind the astronaut makes the 'riding' aspect look a bit ambiguous instead of sitting directly on the shoulders
Recraft V4.1
- + Visually stunning background with vibrant nebulae and floating asteroids
- + Very dynamic and energetic composition
- − Completely failed the negative constraint/logic check by putting the astronaut on top
- − Anatomical issues with the horse's rear legs and tail integration
Verdict: FLUX.1 Kontext [dev] followed the challenging logic of the prompt by attempting to place the horse on the astronaut, whereas Recraft V4.1 ignored the 'horse on top' instruction and produced a standard astronaut-on-horse image. Despite Recraft V4.1 having a more impressive background, FLUX.1 Kontext [dev] is the winner for its superior prompt adherence.
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 Kontext [dev]
- + Excellent photographic lighting and skin texture for both subjects.
- + Superior character interaction with the jacket fitting the capybara's body realistically.
- + Highly detailed and realistic taxi interior.
- − The capybara only has one hand on the wheel, with the other on its lap.
- − The capybara's face looks slightly anthropomorphized and less like a natural animal.
Recraft V4.1
- + Follows the instruction for 'both front paws on the steering wheel' much better.
- + The capybara's face is more anatomically accurate to the real animal.
- + Captures a wider view of the taxi's exterior and city lights.
- − Failed to include the requested dark jacket on the capybara.
- − The businesswoman's hands and phone interaction are slightly warped compared to Model A.
Verdict: Recraft V4.1 followed the specific pose instructions better by placing both of the capybara's paws on the steering wheel, though it missed the clothing requirement for a dark jacket. FLUX.1 Kontext [dev] produced a more polished, cinematic image with better lighting and clothing detail, but fundamentally failed on the steering wheel placement and has a slightly more 'uncanny' capybara face. Recraft V4.1 is the likely winner for better capturing the humor and literalism of the animal's actions.
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 Kontext [dev]
- + Clean and legible main title text
- + Accurate date and time rendering
- − The scroll text is nonsensical and garbled
- − Generic, flat background that lacks the requested 'moody night sky' and 'parchment' texture
- − The 'The Arches' text is misspelled as 'The Argiiah's'
Recraft V4.1
- + Beautiful gothic aesthetic with atmospheric moody sky and twisted trees
- + Excellent spelling for all required text, including the scroll and location
- + Highly detailed border including webs, thorns, and skulls
- − The main gothic title font is slightly cramped at the top
- − The pumpkin texture is a bit muddy compared to the rest of the image
Verdict: Recraft V4.1 followed the complex text and atmospheric requirements significantly better than FLUX.1 Kontext [dev]. While the FLUX.1 image is clean, it failed to render the requested scroll text and location name accurately, whereas Recraft V4.1 captured every detail including the parchment texture and complex banner text.
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 Kontext [dev]
- + Excellent soft 3D cartoon aesthetic
- + Very clean and bold typography
- + Solid adherence to the isometric perspective
- − The flag icon is stylized into an abstract shape rather than a Japanese flag
- − The sushi design is overly simplified compared to the texture request
Recraft V4.1
- + Beautiful realistic PBR textures on the fish and rice
- + Accurate representation of the Japanese flag
- + Elegant composition with detailed chopsticks and wasabi
- − The text 'JAPAN' and 'SUSHI' is not perfectly centered as requested
- − The typography is thin rather than 'large bold text'
Verdict: Recraft V4.1 is the winner as it perfectly balanced the 'cartoon scene' prompt with the request for 'realistic PBR materials,' resulting in a much more detailed and visually appealing diorama. While FLUX.1 Kontext [dev] had stronger bold typography, it failed to generate an accurate flag and the sushi itself felt too basic for the 'refined textures' requirement.
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 Kontext [dev]
- + Bright and cheerful color palette
- + Good central focus on the subjects
- + Clean, high-quality rendering of the characters
- − Failed to include the bunny and the fox kit
- − Included three animals of very similar types
- − Lighting feels generic and lacks the requested 'god rays'
Recraft V4.1
- + Successfully included all four requested animals: puppy, kitten, bunny, and fox kit
- + Excellent execution of atmospheric lighting with god rays and dew sparkles
- + Exceptional fur texture and realistic anatomy
- − The composition is a bit crowded toward the right side
- − The kitten's pose is slightly awkward reaching for the butterfly
Verdict: Recraft V4.1 is the clear winner as it followed every detail of the complex prompt, including all four specific animal species which FLUX.1 Kontext [dev] failed to do. Recraft V4.1 also delivered a much more sophisticated lighting setup that captured the requested sunrise atmosphere and 'god rays' perfectly.
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 Kontext [dev]
- + Excellent typography rendering with perfect accents
- + Bold and high-contrast minimalist design
- + Clean vector lines suitable for a logo
- − Failed to include the requested banner element
- − The cloche dome looks more like a decorative architectural dome or crown
- − The steam effect is very abstract and heavy
Recraft V4.1
- + Successfully included all requested elements, including the 'Est. 1720' banner
- + The cloche dome is clearly recognizable with realistic steam wisps
- + Elegant serif typography fits the 'vintage' and 'classic' description well
- − The accent mark on 'CAFFÈ' is slightly detached and angled awkwardly
- − The line weight of the steam is significantly thinner than the rest of the logo
Verdict: Recraft V4.1 followed the prompt more accurately by including the specific banner element and a recognizable cloche dome. While FLUX.1 Kontext [dev] produced a very clean and bold graphic, it missed the banner and the cloche interpretation was less literal, making Recraft V4.1 the better fit for the specific design brief.
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 Kontext [dev]
- + Follows the requested color palette well.
- + Good use of negative space in the layout.
- − Spelling errors in prominent text like 'APOLO'.
- − The icons are abstract and messy, failing to represent the specific mission stages requested.
- − Text is largely gibberish and overlapping.
Recraft V4.1
- + Excellent adherence to all six requested steps with clear, distinct icons.
- + Perfect typography and spelling throughout the infographic.
- + High-quality vector aesthetic with consistent line weights and professional layout.
- − Minor numbering error with two steps labeled as '04'.
- − The Saturn V rocket is slightly stylized towards a generic rocket shape.
Verdict: Recraft V4.1 followed every instruction in the prompt, producing a professional, legible infographic with accurate icons for each mission stage. FLUX.1 Kontext [dev] struggled significantly with text rendering and icon coherence, resulting in a disorganized layout with multiple spelling errors.
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