Black Forest Labs' 12-billion parameter multimodal flow transformer for in-context image generation and editing with character consistency, typography handling, and commercial-ready quality
Settled by community votes across 16 shared challenges, with an AI judge weighing in on each.
FLUX.1 Kontext [pro]
#41 of 62 in Text-to-Image
HiDream I1 Full
#60 of 62 in Text-to-Image
Where the votes landed
FLUX.1 Kontext [pro]
0%
win rate
Ties
0%
HiDream I1 Full
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 [pro]
- + Excellent adherence to the glass cube description with thin, realistic edges.
- + The blue sphere has a unique felt-like texture that adds visual interest.
- + Clear background visibility through the glass as requested.
- − The blue sphere appears to be floating without a shadow directly beneath it on the bottom of the cube.
- − The perspective of the wooden table surface is a bit flat.
HiDream I1 Full
- + The lighting and reflections on the glass and wooden table are very realistic.
- + Captures the sphere's reflection in the glass walls effectively.
- + The wood grain and depth of field are high quality.
- − The sphere is floating unnaturally in the center of the air.
- − There are phantom blue reflections or shapes outside the main sphere that look like artifacts.
Verdict: Both models followed the spatial instructions perfectly. FLUX.1 Kontext [pro] produced a cleaner, more glass-like box with better transparency, while HiDream I1 Full excelled at the lighting and textures of the environment but suffered from some internal glass artifacts and a floating sphere that lacked grounding.
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 [pro]
- + Excellent skin texture and realistic age details
- + Strong rain effect throughout the scene
- + Accurate shallow depth of field with 50mm feel
- − Missed the 'motion blur from passing cars' requirement as the background cars are static
- − Hands are slightly blurry and blending into the handlebars
HiDream I1 Full
- + Beautiful ground reflections that enhance the rainy atmosphere
- + Better framing for a candid street photograph
- + Captures the 'repairing' action more clearly than model A
- − Physical anatomy issues where the man appears to be sitting on or through the bicycle frame
- − The rain effect is less prominent on the subject compared to the ground
- − The 'motion blur' on cars is largely missing
Verdict: FLUX.1 Kontext [pro] creates a much more convincing human subject with superior skin textures and realistic lighting, though it fails to include the motion blur of cars. HiDream I1 Full has superior environment effects with wet pavement reflections, but suffers from significant structural errors where the man is clipping through the bicycle frame. FLUX.1 Kontext [pro] is the winner for its photographic realism and coherent composition.
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 [pro]
- + Natural and realistic skin textures
- + Subtle but effective use of lighting and bokeh
- + Extremely clear details on the leather straps and cloth
- − The braids are very simple and mostly lack the requested beads
- − Slightly less 'battle-worn' than the other model
HiDream I1 Full
- + Excellent adherence to the 'beads in hair' prompt
- + Stronger visual storytelling with clear scars and dirt
- + Dynamic lighting with visible torches in the background
- − Over-sharpened visual quality looks less lifelike
- − Armor engraving texture feels a bit busy and artificial
- − Skin texture is slightly plasticky compared to Model A
Verdict: FLUX.1 Kontext [pro] produces a more technically superior image in terms of photorealism and texture depth, particularly in the cloth and skin. However, HiDream I1 Full followed the specific prompt instructions better, including the hair beads and a more obvious 'battle-worn' appearance. FLUX is the better choice for quality, while HiDream is better for prompt compliance.
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 [pro]
- + Excellent typography with clean, bold sans-serif fonts.
- + Accurate categorization including appetizers, pizza, and mains.
- + High-quality, realistic food photography that fits the layout naturally.
- − The text content is gibberish/placeholder-style language.
- − Alignment of the currency/numbers shows slight inconsistencies.
HiDream I1 Full
- + Strong adherence to the 'grid' layout requested in the prompt.
- + Professional look and feel consistent with modern casual dining.
- − Redundant photo subjects, primarily showing only pizzas in every section.
- − The layout for 'Mains' is slightly cluttered with overlapping elements.
- − Combined 'Appetizers / Pizza' headers which reduces clarity.
Verdict: FLUX.1 Kontext [pro] is the stronger choice because it correctly identifies and separates the three distinct food categories requested. While HiDream I1 Full creates a clean grid, it lacks the variety in food imagery suggested by the different sections, showing pizzas for appetizers and mains as well. FLUX.1 also exhibits superior font rendering and a more balanced white space distribution.
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 [pro]
- + Excellent text accuracy, perfectly spelling all menu items including the date.
- + Highly realistic chalk texture with dusty, porous strokes.
- + Natural-looking handwriting that balances legibility with authentic variation.
- − The title is in print-style block letters rather than the 'elegant cursive' requested.
- − One minor typo at the bottom: 'fouiur' instead of 'four'.
HiDream I1 Full
- + Successfully used elegant cursive for the title as requested.
- + Good chalk-style illustration of a coffee cup.
- − Failed almost all text prompts, generating gibberish for the menu items.
- − The text looks more like a digital font overlay than real chalk strokes.
- − Completely ignored the specific mushroom risotto and octopus items.
Verdict: FLUX.1 Kontext [pro] is the clear winner as it accurately rendered the complex menu items requested, whereas HiDream I1 Full produced mostly illegible text and ignored the prompt's specific content. FLUX.1 Kontext [pro] also features a much more convincing chalk texture on the board.
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 [pro]
- + Perfectly follows the specific instruction of 'horse on top'
- + High visual fidelity and cinematic lighting
- + Creative anatomical merging where the astronaut has hooves instead of boots
- − The smaller astronaut on top of the horse creates a confusing recursive scale
- − Minor artifacts where the horse's front leg meets the astronaut's shoulder
HiDream I1 Full
- + Clear, vibrant composition with good contrast
- + Solid rendering of the astronaut suit and horse's mane
- − Completely failed the negative constraint/positional instruction
- − Standard interpretation lacking the surreal quality requested
Verdict: FLUX.1 Kontext [pro] successfully followed the complex prompt instruction to have the horse riding the astronaut, creating a truly surreal and detailed image. HiDream I1 Full ignored the primary positional instruction, delivering a conventional 'astronaut riding a horse' image that lacked the requested creativity.
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 [pro]
- + Excellent photorealism with shallow depth of field and natural lighting.
- + Highly realistic texture on the capybara's fur.
- + Accurately places the passenger in the back seat as requested.
HiDream I1 Full
- + Perfect compliance with the instruction for two paws on the steering wheel.
- + Clearer view of the passenger looking at her phone.
- + Detailed clothing on both the capybara and the businesswoman.
- − The passenger appears to be sitting in the front passenger seat rather than the back seat.
- − The lighting is a bit too bright and clean for a nighttime NYC taxi scene.
- − Minor anatomical issues with how the paws grip the steering wheel.
Verdict: FLUX.1 Kontext [pro] creates a much more cinematic and atmospheric image that feels authentically like New York at night, with the passenger correctly positioned in the back seat. However, HiDream I1 Full followed the specific interaction prompt better by showing the passenger on her phone and having both paws on the wheel, even though it mistakenly placed the passenger in the front seat.
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 [pro]
- + Excellent text rendering with almost all details spelled correctly
- + Mood and lighting perfectly match the 'cinematic' and 'dark parchment' request
- + High-quality, intricate border with webs and thorns as requested
- − Includes one line of hallucinated text ('Your: Vorkleat...')
HiDream I1 Full
- + Follows the 'scroll banner' and 'parchment' layout visually
- + Good central jack-o-lantern illustration
- − Significant text errors and gibberish ('Yootmber', '30 cm')
- − Lacks the specific address (The Arches, NYC)
- − Overall composition feels more like clip-art than a cinematic vintage poster
Verdict: FLUX.1 Kontext [pro] is the superior model, delivering a cohesive, moody atmosphere and nearly perfect text adherence including the specific date and location. HiDream I1 Full failed on most of the text-based instructions, producing gibberish for the event details and a much flatter visual style.
Bald man challenge
Image Editing“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Successfully added high-quality hair with a realistic texture and density.
- + Maintained excellent source preservation of the face, clothing, and background.
- + The lighting on the new hair matches the original scene perfectly.
- − The forehead wrinkles were smoothed out more than necessary, slightly changing the expression.
HiDream I1 Full
- + Added some hair to the back of the head.
- − Failed to provide a full head of hair, leaving the top bald.
- − Completely changed the facial features, background, and added nonsensical artifacts like the device on the face.
- − Poor source preservation and total failure of prompt adherence.
Verdict: FLUX.1 Kontext [pro] performed an excellent edit, adding realistic hair while keeping the subject and environment almost identical to the source. HiDream I1 Full failed significantly, generating a different person in a different location with an odd facial artifact, while leaving the man mostly bald. FLUX.1 Kontext [pro] is the clear winner for following instructions and maintaining image consistency.
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 [pro]
- + Excellent typography with a charming 3D bubble-text style.
- + High-quality PBR materials, particularly on the salmon texture and wooden base.
- + Includes the requested flag icon perfectly.
- − The rice is rendered as large, round balls rather than traditional rice grains.
- − The composition is a bit empty with only one piece of nigiri.
HiDream I1 Full
- + Provides a more complete meal set with various types of sushi (maki, nigiri, gunkan).
- + Authentic isometric perspective and well-balanced diorama composition.
- + Clean, modern font choice for the title.
- − Failed to include the requested flag icon.
- − The 'SUSHI' text is very small and lacks the 'bold' requirement relative to the title.
- − The 'JAPAN' text has slight aliasing/jitter on the letter edges.
Verdict: FLUX.1 Kontext [pro] followed the prompt more precisely by including the flag icon and delivering superior 3D material textures, though the rice grains look slightly unnatural. HiDream I1 Full created a more visually interesting variety of sushi and a better diorama base, but missed a specific instruction and had weaker text rendering.
Over-the-top cartoon caricature
Editing“Create a caricature of me and my job. Make it exaggerated and humorous, incorporating my profession as a tv show anchor and my love for dogs and hockey.”
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Successfully translates the subject's features and clothing into a charming caricature style.
- + Preserves the selfie-like composition and specific denim jacket details of the original.
- − Completely misses all external prompt requirements including dogs, hockey, and the TV anchor profession.
HiDream I1 Full
- + Incorporates the requested dog and a TV studio setting, which hints at the anchor profession.
- + Includes images on the monitors in the background that appear to depict hockey players.
- + Maintains a strong likeness to the source person's facial structure and clothing.
- − The dog is oddly placed and seems to be emerging directly from the woman's chest area.
- − The hockey elements are very subtle and pushed far into the background.
Verdict: While FLUX.1 Kontext [pro] creates a much more appealing and clean illustration, it failed to include any of the requested thematic elements like dogs or hockey. HiDream I1 Full followed the descriptive instructions much better by adding a dog and a studio setting with hockey footage, even though the dog's placement is anatomically confusing.
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 [pro]
- + Excellent adherence to the specific animal list, including a distinct bunny.
- + Beautifully soft, atmospheric lighting with visible god rays.
- + High level of fur detail and realistic textures.
- − The faces use a slightly stylized, almost 'Disney-like' expression rather than pure photorealism.
- − The bunny looks very similar to the kitten next to it in facial structure.
HiDream I1 Full
- + Strong vibrant colors with high contrast.
- + Good sharp focus on the central characters.
- − Failed to include the baby bunny, providing two kittens instead.
- − Visual quality appears over-saturated and less 'photorealistic' than requested.
- − Lighting effects like god rays and dew sparkles are less pronounced.
Verdict: FLUX.1 Kontext [pro] is the clear winner as it followed the prompt instructions to include a puppy, kitten, bunny, and fox, whereas HiDream I1 Full missed the bunny entirely. FLUX.1 Kontext [pro] also delivered much better atmosphere and lighting, capturing the requested 'god rays' and 'wholesome' vibe with superior artistic composition.
Studio Ghibli Anime Style
Editing“Transform this photo into a Studio Ghibli–inspired illustration. Use soft pastel colors, hand-painted textures, gentle lighting, dreamy backgrounds, and a warm, nostalgic mood”
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Perfect preservation of the original meme composition and poses.
- + Excellent watercolor/hand-painted texture that captures the Ghibli aesthetic.
- + Accurately recreates the character's facial expressions in an anime style.
- − The colors are slightly muted compared to some more vibrant Ghibli films.
HiDream I1 Full
- + Strong aesthetic appeal with vibrant colors and cute character designs.
- + Good use of Studio Ghibli-style lighting and background details.
- − Fails to preserve the core 'distracted boyfriend' pose, making the man walk forward with his hands in his pockets.
- − Changes the clothing and adds unnecessary accessories like a hat and floral patterns.
- − Loses the specific emotional conflict of the source image by making the man look happy.
Verdict: FLUX.1 Kontext [pro] is the clear winner as it successfully applies the Ghibli art style while perfectly preserving the iconic composition and story of the original meme. HiDream I1 Full creates a nice-looking illustration but fails as an edit because it completely changes the characters' poses, expressions, and clothing, losing the essence of the source image.
Golden Hour Stroll
Image Editing“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Excellent source preservation, keeping the person and dog's identities intact.
- + Subtle and realistic blowing hair effect.
- + Successfully adds flying leaves while maintaining the original background.
- − The 'dynamic motion' is somewhat conservative compared to the second model's energy.
HiDream I1 Full
- + Strong sense of 'energetic and lively' feel as requested.
- + Abundance of autumn leaves adds significant motion.
- − Completely loses the original content, specifically removing the dog and changing the woman's face.
- − Failed as an image edit by regenerating a new image rather than modifying the source.
Verdict: FLUX.1 Kontext [pro] correctly performs an image edit, successfully adding blowing hair and flying leaves while keeping the woman, the dog, and the background environment identical to the source. HiDream I1 Full fails the editing task by creating an entirely new image that removes the dog and changes the woman's features, despite capturing the requested mood well.
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 [pro]
- + Excellent typographic rendering with perfect spelling of 'Caffè Florian'.
- + Authentic subtle paper texture and vintage print feel.
- + Accurate interpretation of the banner and cloche domes with steam.
- − Includes a small typo in the banner ('EEST.' instead of 'EST.').
HiDream I1 Full
- + Strong minimalist vector style with clean shapes.
- + Good color palette adherence to warm brown and cream tones.
- + Creative choice to frame a coffee cup inside the cloche.
- − Completely failed to include the primary text 'Caffè Florian'.
- − The cloche handle is slightly off-center.
Verdict: FLUX.1 Kontext [pro] is the superior choice as it successfully included all the requested text with high-quality classic typography and a convincing vintage texture. While it had a minor typo in the 'EST' abbreviation, HiDream I1 Full failed to include the brand name 'Caffè Florian' entirely, making it unsuitable for a logo 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.”
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Excellent NASA-inspired color palette and aesthetic
- + Dynamic composition tracing a mission trajectory
- + Clean, high-quality vector rendering of the Saturn V rocket
- − Nonsensical labeling that misidentifies Earth and includes Saturn orbits
- − Failed to follow the requested 6-step infographic structure
- − Small gibberish text at the bottom and overlapping elements
HiDream I1 Full
- + Strict adherence to the 1-6 step sequence and specific icon requests
- + Clean, legible typography for the main headers
- + Accurate flat-vector style consistent with the prompt
- − Included prompt text literally in the labels (e.g., '+ ICON', 'ONLY')
- − The central rocket graphic is slightly repetitive and less detailed than Image A
- − Poor cropping on the right side of the image
Verdict: HiDream I1 Full is the likely winner because it actually attempted to follow the complex 6-step logical sequence requested, even though it mistakenly included prompt instructions in the final text. FLUX.1 Kontext (pro) produced a more visually stunning and professional illustration, but it failed the infographic challenge by providing incorrect astronomical labels and disregarding the requested steps.
Explore each model
HiDream AI's 17B parameter text-to-image model using sparse diffusion transformer with mixture of experts, achieving state-of-the-art image generation quality with strong prompt following