Distilled version of HiDream AI's 17B parameter text-to-image model
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
HiDream I1 Fast
#51 of 62 in Text-to-Image
LongCat-Image
#61 of 62 in Text-to-Image
Where the votes landed
HiDream I1 Fast
0%
win rate
Ties
0%
LongCat-Image
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
HiDream I1 Fast
- + Excellent adherence to lighting direction (left-side window light).
- + High-quality reflections on the polished wooden table.
- + Clean, modern aesthetic with sharp glass edges.
- − The blue sphere is quite large, almost touching the cube walls, whereas the prompt asked for a 'small' sphere.
- − The plant in the background is very blurry, making it difficult to see through the glass as requested.
LongCat-Image
- + Successfully rendered a 'small' sphere as requested.
- + The book has realistic paper texture and binding.
- + The plant is more clearly visible through the glass.
- − The lighting is a bit flat compared to Model A.
- − The glass cube has slightly inconsistent thickness on the bottom edge.
Verdict: Both models followed the prompt well, but LongCat-Image is the winner because it adhered more precisely to the scale requirements ('small sphere') and successfully showed the plant through the glass. HiDream I1 Fast produced a very polished image with superior lighting and reflections, but the sphere was too large and the background elements were over-blurred.
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
HiDream I1 Fast
- + Natural skin texture and realistic hair rendering
- + Strong adherence to the shallow depth of field requested
- + Effective pavement reflections
- − The man appears to be sitting on the bicycle rather than repairing it
- − Missing the requested motion blur from passing cars
- − The bicycle has structural issues where the frame meets the rear wheel
LongCat-Image
- + More dynamic composition with a realistic 'repairing' posture
- + Visible rain texture and atmospheric lighting
- + Captured the 'imperfect framing' request with the foreground pole
- − Severe anatomical issues with the bicycle having three wheels in a nonsensical arrangement
- − The background cars are static despite the motion blur request
- − The man's hands lack detail and are blurry
Verdict: HiDream I1 Fast captures a more realistic portrait with impressive skin and hair textures, but it fails to show the man actually repairing the bike. LongCat-Image follows the composition requirements and action more closely, but the generated bicycle is physically impossible with multiple overlapping wheels and frames. Overall, HiDream I1 Fast is preferred for its significantly higher visual fidelity and lack of major structural artifacts.
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
HiDream I1 Fast
- + Excellent execution of shallow depth of field with cinematic bokeh sparks.
- + High-quality skin textures including realistic faint scars and dirt.
- + Intricate engraving on the plate armor with beautiful warm lighting reflections.
- − The braids appear somewhat unnatural in how they overlap the armor.
LongCat-Image
- + Successfully captures the layered textures of chainmail, cloth, and leather straps.
- + Effective lighting from the torch source in the background.
- + Good use of small beads within the braided hair.
- − Wider shot than the requested 'close portrait'.
- − The face has a slightly airbrushed quality compared to the detailed skin in Model A.
Verdict: HiDream I1 Fast delivers a much more impactful close portrait with superior facial textures and a more professional-looking shallow depth of field. While LongCat-Image does an excellent job with the complex layering of armor and sub-layers, it fails to provide the requested 'close' framing and has slightly less lifelike eyes.
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
HiDream I1 Fast
- + Strong bold header that feels professional and readable.
- + High-quality, realistic food photography specifically showing pizza as requested.
- + Organized grid layout that adheres to the minimalist aesthetic.
- − Failed to separate appetizers and pizza into distinct sections as requested.
- − The body text is comprised of illegible symbols and distorted characters.
- − Repeats nearly the same pizza image six times across the grid.
LongCat-Image
- + Successfully included a variety of food items (salads, pizza, burgers) to match different menu sections.
- + Excellent use of vibrant accents and playful typography that fits the casual dining vibe.
- + Better organization of distinct text blocks for different categories.
- − Text rendering is very poor with significant gibberish and artifacts.
- − The layout feels a bit cluttered compared to a truly minimalist style.
- − Some image crops within the grid are slightly awkward.
Verdict: HiDream I1 Fast provides a much cleaner and more professional look that better aligns with the 'minimalist' part of the prompt, though it fails on content variety. LongCat-Image follows the prompt instructions more closely by including diverse food types and clear sectioning, but it suffers from messy text artifacts and a less cohesive design. HiDream I1 Fast is the likely winner for its superior visual quality and layout stability.
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
HiDream I1 Fast
- + Excellent font rendering for the main logo.
- + Strong photorealistic texture on the burger ingredients.
- + Effective use of the fiery background elements like glowing coals.
- − Failed to provide an 'exploded' burger, showing a fully assembled one instead.
- − Repeated the price information twice, creating a cluttered and redundant layout.
- − Text rendering in the gold circle is garbled and incoherent.
LongCat-Image
- + Clean and accurate text integration for all requested phrases.
- + High-quality lighting effects on the title text.
- + Good color contrast and vibrant ingredients.
- − Failed to show the burger in an 'exploded' state with suspended components.
- − The burger looks like a standard professional photo rather than a dynamic action shot.
- − The starburst design is a bit simplistic and looks like a clip-art overlay.
Verdict: Both models failed the primary creative challenge of showing an 'exploded' burger with suspended components, opting instead for a standard floating assembly. LongCat-Image is the winner because it successfully integrated all requested text phrases with perfect spelling and clarity, whereas HiDream I1 Fast produced nonsensical text in the secondary message and included redundant price tags.
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
HiDream I1 Fast
- + Excellent spelling accuracy for the requested menu items
- + Clean and realistic café lighting and background composition
- + The chalk texture on the 'Today's Specials' title is very convincing
- − Text layout becomes jumbled and messy in the middle of the board
- − Significant character overlap and digital artifacts on the price '28' and the word 'Herbs'
- − Fails to render the elegant cursive requested for the title
LongCat-Image
- + Strong chalk-like texture with realistic dust at the bottom of the board
- + Even layout with clear separation between menu items
- + Good interpretation of the 'handwritten' style with varied letter sizes
- − Poor spelling and character generation throughout all text
- − Failed to accurately render the specific menu items requested (e.g., 'Arlil' for April, 'ToayS' for Today)
- − The handwriting is more blocky than the requested 'elegant cursive'
Verdict: Both models failed to deliver the specific 'elegant cursive' requested for the title, but HiDream I1 Fast is the clear winner due to its superior text spelling accuracy. While LongCat-Image has a more organized layout and better chalk texture, its text is mostly illegible gibberish, whereas HiDream I1 Fast correctly identifies almost all the requested words despite some overlapping artifacts.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
HiDream I1 Fast
- + Clean, high-quality cinematic lighting and texture.
- + Realistic rendering of the horse and astronaut gear.
- − Completely failed the negative constraint to put the horse on top.
- − The setting is a desert with a blue sky, failing the 'in space' part of the prompt.
LongCat-Image
- + Successfully incorporated space elements like stars, planets, and spaceships.
- + Good detail on the astronaut's suit and reflections in the visor.
- − Failed the difficult negative constraint to put the horse on top of the astronaut.
- − Anatomy of the horse's front legs is distorted and nonsensical.
- − The composition is cluttered with poorly rendered background elements.
Verdict: Both models failed the specific 'horse on top' instruction, which is a known challenge for spatial reasoning in current AI models. However, LongCat-Image adhered better to the 'in space' portion of the prompt, whereas HiDream I1 Fast simply generated a photo of an astronaut on a horse in a desert. LongCat-Image is the preferred choice for attempting the thematic elements, despite the anatomical errors in the 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
HiDream I1 Fast
- + Excellent photographic lighting and depth of field
- + High resolution textures on the capybara's fur and the leather jacket
- − The driver has human hands instead of capybara paws
- − The passenger is sitting in the front seat instead of the back seat
LongCat-Image
- + Successfully rendered animal paws on the steering wheel
- + Correctly placed the passenger in the backseat as requested
- + Includes more realistic New York taxi branding elements
- − The passenger has a distorted, double-headed artifact
- − The capybara's head is not properly attached to the body, appearing to float over the jacket
Verdict: HiDream I1 Fast produced a more visually polished and aesthetically pleasing image, but failed significantly on prompt adherence by giving the capybara human hands and placing the passenger in the front seat. LongCat-Image followed the prompt instructions much better regarding composition and paws, but the image suffers from severe anatomical glitches in the background human and a disjointed subject. HiDream I1 Fast is the preferred image as it is a more coherent piece of art, despite the inaccuracies.
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
HiDream I1 Fast
- + Strong composition with a balanced central layout
- + Includes the requested cobwebs in the outer border
- + Generally clean date rendering
- − Failed to include the full title text requested
- − Significant text corruption on the banner and bottom details
- − Missed the 'thorns' requirement in the border
LongCat-Image
- + Excellent text rendering on the scroll banner
- + Incorporates thorns into the border as requested
- + Cinematic lighting on the jack-o-lantern and background
- − Event details at the bottom are typo-ridden ('The Armiees')
- − The font for 'Halloween Party Invitation' is slightly inconsistent
Verdict: LongCat-Image adheres much better to the prompt's specific text and thematic requirements, such as the inclusion of thorns and the full title. While both models struggled with some fine details in the bottom text, LongCat-Image produced a perfectly legible scroll banner and superior cinematic lighting compared to HiDream I1 Fast.
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
HiDream I1 Fast
- + Excellent text rendering with clean, bold typography.
- + Stronger adherence to the 3D isometric perspective.
- + Higher clarity and resolution of the central objects.
- − Anatomical error in the sushi where a piece of fish has a cross-section of a fruit/vegetable inside the rice part.
LongCat-Image
- + Beautiful texture work on the salmon and tuna pieces.
- + Accurate and well-positioned Japanese flag icon.
- + Very clean composition of the diorama base.
- − The 'JAPAN' text has slight irregularities in the letter 'N'.
- − The rice grains look more like beads than cohesive sushi rice.
Verdict: HiDream I1 Fast delivers a very professional-looking graphic with superior text and perspective, though it contains a strange logical error in the sushi's construction. LongCat-Image provides more realistic material textures and better-organized garnish, but the text is slightly less polished. Overall, HiDream I1 Fast feels more like a finished icon or asset due to its crispness and perfect isometric alignment.
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
HiDream I1 Fast
- + Excellent fur texture specifically on the golden retriever and fox kit
- + Beautiful soft bokeh and atmospheric sunrise lighting
- + Proper inclusion of two kittens and a fox as requested
- − Failed to include the baby bunny
- − Animals are sitting still rather than 'playfully chasing' or 'tumbling'
LongCat-Image
- + Successfully captured the 'god rays' and 'dew sparkles' mentions professionally
- + Dynamic posing that suggests movement and chasing
- + Vibrant colors and high clarity in the foreground flora
- − Created a bizarre 'cat-bunny' hybrid instead of two separate animals
- − Missing the kitten entirely as a distinct subject
- − Butterflies have slightly distorted wing structures
Verdict: HiDream I1 Fast produces a more realistic and aesthetically pleasing image with superior lighting and fur rendering, despite missing the bunny. LongCat-Image attempted more of the prompt's specific details like dew and movement, but failed significantly on anatomy by merging the cat and bunny into a single confusing creature.
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
HiDream I1 Fast
- + Strong composition with a balanced circular frame.
- + Professional vector aesthetic suitable for a logo.
- + Good adherence to the brown and cream color scheme.
- − Typos in the text: contains '17210' instead of '1720'.
- − Typography on the cloche is slightly poorly integrated with the lighting.
LongCat-Image
- + Accurate text on the banner (Est. 1720).
- + Excellent use of texture on the background for a vintage feel.
- + Creative hand-drawn illustration style.
- − Repetitive text ('Caffé Caffé Florian') creates clutter.
- − The steam overlaps and breaks the legibility of the top text.
- − Less of a 'minimalist' feel as requested.
Verdict: HiDream I1 Fast produces a much cleaner vector logo that feels more appropriate for a restaurant brand, though it suffers from a minor typo in the date. LongCat-Image captures the requested vintage texture and date better but fails on the primary name by repeating words and creating a cluttered, less professional composition. Overall, HiDream I1 Fast is the superior design due to its balance and professional execution.
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
HiDream I1 Fast
- + Attempts to follow the sequential numbered steps requested in the prompt.
- + Follows the NASA-inspired color palette accurately.
- + Overall layout feels very clean and central despite text errors.
- − Several spelling errors and artifacts in the labels (e.g., 'DESCENG', 'EH RH OPBIT').
- − Icons do not logically correspond to the labels they are next to.
- − The logic of the pathing lines is visually cluttered and lacks clarity.
LongCat-Image
- + Features a very clean, professional flat-vector aesthetic with crisp lines.
- + Stronger iconography for the lunar module and the moon surface.
- + Better overall balance and graphic design composition.
- − Completely failed to include the 6 requested steps.
- − Garbled text rendering for almost every word including the main title.
- − The 'Saturn V' icon looks more like a space shuttle.
Verdict: HiDream I1 Fast followed the specific instructions for the infographic steps much better than the competitor, even if the execution of the icons was somewhat random. LongCat-Image produced a more visually polished vector style, but failed to include the requested process steps and featured extremely poor text rendering. HiDream I1 Fast is the preferred model here for adhering to the structured content requirements of the prompt.
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6B parameter image generation model excelling at rendering multilingual text directly in generated images