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 13 shared challenges, with an AI judge weighing in on each.
FLUX.1 Kontext [pro]
#41 of 62 in Text-to-Image
HiDream I1 Fast
#51 of 62 in Text-to-Image
Where the votes landed
FLUX.1 Kontext [pro]
0%
win rate
Ties
0%
HiDream I1 Fast
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 photographic quality and realistic material textures.
- + Perfect adherence to spatial instructions with the sphere inside and the plant behind.
- + Lighting accurately reflects the 'light from the left' instruction.
- − The sphere appears slightly fuzzy or felt-like rather than being a solid smooth material.
HiDream I1 Fast
- + Strong glossy reflections on the blue sphere.
- + Accurate placement of all requested elements.
- − The sphere is quite large, conflicting with the 'small blue sphere' instruction.
- − The glass cube has some geometric irregularities near the base edges.
- − The book is slightly floating above the glass surface.
Verdict: FLUX.1 Kontext [pro] creates a much more convincing and photorealistic scene with superior lighting and material representation. It followed the size constraint for the 'small' sphere much better than HiDream I1 Fast, which produced a sphere that nearly fills the cube.
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 facial details
- + Strong presence of light-rain atmosphere with visible droplets
- + Authentic 50mm-style shallow depth of field and bokeh
- − The 'repairing' action looks more like simply holding the handle bars
- − Failed to incorporate the requested motion blur from passing cars
HiDream I1 Fast
- + Excellent full-body composition with strong reflections on wet pavement
- + Dynamic lighting with good contrast and realistic street environment
- + Accurate depiction of a red bicycle with intricate mechanical details
- − Missed the 'motion blur' requirement for background cars
- − The man is sitting on the bike rather than repairing it
- − Face and skin textures are slightly smoother and less detailed than Image A
Verdict: FLUX.1 Kontext [pro] captures the requested 'natural skin texture' and intimate feel of a 50mm lens much better, giving it a more photorealistic quality. However, HiDream I1 Fast succeeds in creating a more complete street scene with superior reflections and a clear view of the red bicycle, despite the man being in a seated position rather than hunched over for repair.
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]
- + Exceptional realism in skin texture and eyes
- + Natural-looking torchlight reflection on the metal armor
- + Subtle and realistic battle-worn details like scars and dirt
- − Missed the request for beads in the hair braids
- − The hair texture is slightly soft compared to the armor sharpness
HiDream I1 Fast
- + Successfully included beads in the braids as requested
- + Detailed ornate engraving on the armor is very prominent
- + Vibrant colors and high contrast create a dramatic look
- − The scars look like face paint rather than physical wounds
- − Over-sharpened visual style lacks the lifelike quality of the competition
- − Anatomy of the neck and armor transition feels slightly incoherent
Verdict: FLUX.1 Kontext [pro] creates a much more believable and lifelike portrait with superior lighting and texture, despite missing the specific detail of beads in the braids. HiDream I1 Fast adheres better to the beads prompt and has more intricate armor engravings, but the overall image feels artificial and over-processed in comparison.
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, legible sans-serif fonts
- + Perfect adherence to the section requirements (Appetizers, Pizza, Mains)
- + Professional aesthetic that realistically mimics a modern menu design
- − Internal food labels contain gibberish/placeholder text
- − The food photo for 'Mains' is actually a pizza, which is redundant
HiDream I1 Fast
- + Successfully implemented a grid layout for food photos
- + Bold header creates a strong visual hierarchy
- − Text is highly distorted and mostly illegible
- − Header text contains major spelling errors including 'NOEPINEINIALIST'
- − Layout is cluttered and lacks whitespace compared to Model A
Verdict: FLUX.1 Kontext [pro] produced a highly professional and realistic menu design that accurately followed all prompt instructions including specific section headers. HiDream I1 Fast struggled significantly with text rendering and overall composition, resulting in a cluttered layout with severe spelling artifacts. FLUX.1 Kontext [pro] is the clear winner for its superior legibility and sophisticated aesthetic.
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 [pro]
- + Excellent typography with clean, glowing effects
- + Superior photorealistic textures on the bun and meat
- + Dynamic sense of motion with embers and realistic lighting
- − Repeated the price element twice, which was not requested
- − Missing the requested 'starburst' shape for the price
HiDream I1 Fast
- + Includes the requested starburst element for the price
- + Good composition with floating onion ring elements
- − Significant spelling errors in the secondary text ('TIMIK')
- − Lower fidelity in texture rendering compared to competitor
- − The 'starburst' contains overlapping and messy text
Verdict: FLUX.1 Kontext [pro] creates a much more professional and appetizing advertisement with flawless text rendering and high-end photorealism. While it failed to include the starburst shape and duplicated the price, it is far superior to HiDream I1 Fast, which suffered from spelling errors and messy graphic design elements.
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 rendering with no spelling errors in the main menu items.
- + Natural chalk-like texture and realistic handwriting variability.
- + Followed the prompt instructions for the date and specific prices perfectly.
- − The small footer text has minor typos like 'ous' and 'tree'.
- − The title is in all-caps print rather than the requested elegant cursive.
HiDream I1 Fast
- + Includes a nice 'cozy café' background atmosphere as requested.
- + Successfully attempted cursive for the title heading.
- − Significant text artifacts and overlapping characters rendered the menu illegible.
- − Struggled with spatial awareness, resulting in scrambled prices and words.
- − Incorrect spelling for several items like 'Buter' and 'annd'.
Verdict: FLUX.1 Kontext [pro] is the clear winner because it correctly rendered almost the entire prompt with high legibility and realistic chalk textures. While it missed the 'cursive' instruction for the header, HiDream I1 Fast failed significantly on text coherence, producing a jumbled and unreadable board despite the better background composition.
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]
- + Excellently follows the difficult spatial constraint of the horse riding the astronaut.
- + Captures the cinematic, surreal cosmic setting perfectly.
- + Features high-quality lighting and complex interaction between the characters.
- − The astronaut character has hooves instead of boots.
- − Includes a strange artifacts like a tiny second astronaut riding the horse.
HiDream I1 Fast
- + The horse and astronaut are rendered with good anatomical detail.
- + The lighting on the suit is realistic for a desert environment.
- − Completely fails to place the setting in space as requested.
- − Fails the primary prompt instruction to have the horse on top.
- − Produces a generic desert riding image rather than a surreal one.
Verdict: FLUX.1 Kontext [pro] successfully interpreted the complex and counter-intuitive prompt of a horse riding an astronaut in space, whereas HiDream I1 Fast failed almost every specific instruction, placing an astronaut on a horse in a desert. Although FLUX.1 Kontext [pro] has some anatomical glitches like hooves on the astronaut, its adherence to the surreal concept makes it the far superior image.
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 unavailable for this challenge.
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 typography with clean, readable text that follows all prompt instructions.
- + Cinematic lighting and high-quality textures on the jack-o-lantern and parchment.
- + Polished composition that looks like a professional invitation.
- − Includes some hallucinated text characters in the middle section of the event details.
HiDream I1 Fast
- + Strong 'vintage parchment' aesthetic with the torn edges and central poster layout.
- + Clear spooky border elements with cobwebs in the corners.
- − Multiple spelling errors and graphical artifacts in the text rendering.
- − Lower visual fidelity with a more 'clip-art' feel compared to the cinematic lighting of the other model.
- − Failed to include the full title 'Halloween Party Invitation' correctly.
Verdict: FLUX.1 Kontext [pro] is the clear winner as it produces a professional-grade image with nearly perfect text and superior atmospheric lighting. HiDream I1 Fast captures the vintage parchment concept well, but its text is garbled and the overall image quality is significantly lower.
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 3D cartoon aesthetic with soft, high-quality PBR textures.
- + Perfect text rendering with charming stylized font.
- + Clean composition that adheres well to the 'minimal garnish' and 'solid background' constraints.
- − The sushi rice grains are a bit large and bead-like.
HiDream I1 Fast
- + Includes more variety of sushi types (nigiri and maki).
- + Accurate representation of a Japanese flag icon.
- + Good use of the diorama base concept with the addition of chopsticks.
- − The salmon nigiri has an odd cross-section texture in the middle of the rice.
- − Text rendering is slightly less integrated into the 3D scene compared to Model A.
- − Lighting is a bit flatter and lacks the 'gentle' subsurface scattering feel of the competitor.
Verdict: FLUX.1 Kontext [pro] creates a more cohesive 3D miniature with superior lighting and texture quality, feeling like a professional 3D render. While HiDream I1 Fast provides more items on the plate, it suffers from a strange visual artifact in the center of the main sushi piece and less refined lighting. FLUX.1 Kontext [pro] is the winner for its polish and clean typography.
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 'golden sunrise' and 'god rays' request with beautiful volumetric lighting.
- + Very soft and detailed fur textures on all animals.
- + Captures the 'tumbling' and 'joyful' vibe more effectively through lively expressions.
- − The bunny and the kitten look very similar in facial structure, making it hard to distinguish the bunny species.
- − The animal features are a bit stylized/cartoonish rather than purely hyper-photorealistic.
HiDream I1 Fast
- + High contrast and sharp focus on the animals' faces.
- + Clear distinction between the different animal species requested, particularly the fox and cats.
- + Good placement of butterflies within the composition.
- − Missing the bunny completely, replacing it with a second kitten.
- − Lighting is a bit generic and lacks the requested 'god rays' and 'dew sparkles' atmospheric depth.
- − Anatomy issues where the kitten on the left seems to merge into the dog's space oddly.
Verdict: FLUX.1 Kontext [pro] produced a much more atmospheric and magical image that perfectly captured the requested lighting and joyful mood, though its 'bunny' looks like a white cat. HiDream I1 Fast failed the prompt instructions by omitting the bunny and including two kittens instead, and its lighting feels flatter by comparison.
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]
- + Perfect text rendering for both the main name and the date banner.
- + Excellent adherence to the 'minimalist' and 'vector emblem' style requirements.
- + High-quality texture application that gives a genuine vintage paper feel.
- − The steam element is very stylized and simple compared to the rest of the logo.
HiDream I1 Fast
- + Good use of warm brown and cream tones as requested.
- + Decent layout for a restaurant logo with a central cloche dome.
- − Spelling error in the date, rendering '17210' instead of '1720'.
- − Visible artifacts and poor line quality on the cloche and circular borders.
- − The steam is unusually placed to the side of the cloche rather than coming from it.
Verdict: FLUX.1 Kontext [pro] produced a professional-grade vector logo that followed every instruction perfectly, including flawless text and a realistic vintage texture. In contrast, HiDream I1 Fast suffered from poor line quality and a significant typographical error in the date. The overall composition and execution of the vector style make FLUX.1 Kontext [pro] the superior choice.
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 unavailable for this challenge.
Explore each model
Distilled version of HiDream AI's 17B parameter text-to-image model