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
Qwen Image
#35 of 62 in Text-to-Image
Where the votes landed
HiDream I1 Fast
0%
win rate
Ties
0%
Qwen 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 handling of glass transparency and reflections
- + Very high textural detail on the book and table
- + Realistic interaction of light through the glass
- − The sphere is quite large relative to the 'small' descriptor
- − The red book appears more like a flat box or thick cover without visible pages
Qwen Image
- + Perfect adherence to the 'small' blue sphere instruction
- + Highly realistic book rendering with visible pages
- + Strong overall composition and depth of field
- − The glass cube has internal vertical lines that look like supports rather than a single glass volume
- − The plant is less visible through the glass compared to Model A
Verdict: Both models followed the complex spatial instructions perfectly. HiDream I1 Fast excels in realistic glass rendering and lighting, while Qwen Image followed the relative size instructions for the sphere more accurately and produced a more convincing book. Model B is slightly preferred for its more naturalistic scale and the detailed rendering of every element.
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
- + Excellent shallow depth of field and bokeh
- + Subtle, realistic motion blur in the background car
- + Detailed reflections on the wet pavement
- − Anatomical issue with the man appearing to sit on the bicycle frame in an unnatural position
- − The bike geometry is slightly warped near the pedals
Qwen Image
- + Natural standing posture and gesture of repairing/adjusting the bike
- + Clearly visible raindrops as requested
- + Composition feels more grounded and realistic to a street photography scene
- − The white car in the background lacks the requested motion blur
- − Less cinematic lighting compared to Model A
Verdict: HiDream I1 Fast captures a more cinematic, 50mm-lens aesthetic with superior depth of field and wet-road reflections, but the subject's posture is physically confusing. Qwen Image adheres better to the 'repairing' action and includes visible rain, though it misses the motion blur effect on the passing car. Qwen Image is the likely winner for its more logical composition and natural human-object interaction.
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 engraving details on the plate armor.
- + Warm torchlight lighting is beautifully integrated with the skin tones.
- + Portrait composition is strong with a centered, heroic focus.
- − The scars look a bit like face paint rather than physical wounds.
- − The hair braids appear slightly stiff and unnatural in their symmetrical placement.
Qwen Image
- + Highly realistic representation of multiple leather straps and chainmail textures.
- + The sparks and torchlight effect are more literal and dynamic.
- + The 'battle-worn' aspect is more convincing with varied, textured scars and blood splatter.
- − The sparks have a somewhat digital, artificial look compared to organic bokeh.
- − The armor engraving is slightly less detailed than the competing model.
Verdict: HiDream I1 Fast focuses on a cleaner, more stylized cinematic lighting and intricate armor engraving, while Qwen Image excels in capturing the grit of the prompt with better leather textures and more realistic scars. Qwen Image adheres better to the 'battle-worn' and 'straps/cloth' requirements of the prompt, making it the more comprehensive interpretation.
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 category visibility with a bold red accent bar.
- + Consistent food photography style across the grid.
- + High-contrast header that stands out.
- − Poor typography rendering with significant artifacts and illegible characters.
- − Layout feels cramped with limited white space.
- − The main title is garbled and distracting.
Qwen Image
- + Clean, modern aesthetic with excellent use of white space.
- + Better font clarity and professional layout structure.
- + Photography is vibrant and fits the 'casual dining' brief perfectly.
- − Text is still mostly nonsensical/placeholder despite better character forms.
- − The grid layout of images feels slightly repetitive.
Verdict: Qwen Image significantly outperforms HiDream I1 Fast by delivering a cleaner, more professional menu layout that truly feels 'modern minimalist.' While HiDream I1 Fast suffers from severe text artifacts and a cluttered header, Qwen Image accurately captures the design brief with vibrant accents and a sophisticated grid structure.
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 title with a high-quality glow effect.
- + Accurate rendering of the requested price in a starburst.
- + Clean, professional-looking food photography style.
- − Failed the 'exploded' instruction as the burger is mostly assembled.
- − Includes redundant, garbled text in the secondary price circle.
Qwen Image
- + Successfully captured the 'exploded' motion with flying ingredients.
- + Stronger dynamic composition with varying depths of field.
- + Consistent fiery glow applied across all requested text elements.
- − The text 'LIMITED TIME ONLY' is slightly thinner and less impactful than Model A.
- − A few small artifacts in the flying sauce droplets.
Verdict: Qwen Image followed the core prompt much better by actually creating an 'exploded' burger with dynamic movement, whereas HiDream I1 Fast generated a standard floating burger. Qwen Image also handled all text requirements accurately and integrated them into a more cohesive, energetic composition.
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
- + Natural chalk texture on the 'Today's Specials' title
- + Followed the correct year (2026)
- − Severe text artifacts and overlapping words in the menu items
- − Spelling errors like 'Herbs' joined with numbers and 'Buter'
- − Messy, disorganized layout with random price tags floating
Qwen Image
- + Clear, legible handwriting across the entire board
- + Excellent layout and composition that fills the chalkboard well
- + Correct completion of the truncated prompt 'Brown But...' into 'Brown Butter Chocolate Chip Cookies'
- − Incorrect year (20026 instead of 2026)
- − The 'handwriting' looks slightly more like a digital font than natural chalk
Verdict: Qwen Image is the superior choice because it maintains legibility and a logical layout, whereas HiDream I1 Fast produces garbled text and severe visual artifacts. Qwen Image also intelligently completed the incomplete 'Brown But...' phrase from the prompt into a full menu item, although it failed to render the correct year.
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
- + High resolution and realistic textures on the horse's coat and sand.
- + Natural lighting and cinematic color grading.
- − Completely failed the environment prompt, placing the subjects in a desert instead of space.
- − Failed the counter-intuitive instruction 'horse on top, not vice versa'.
Qwen Image
- + Successfully placed the subjects in a space environment with planets and Earth visible.
- + Clean anatomical rendering of both the astronaut and the horse.
- − Failed the counter-intuitive instruction 'horse on top, not vice versa'.
- − The floating horse lacks specific surreal elements to make it 'rideable' in a vacuum.
Verdict: Both models completely ignored the negative constraint/instruction to place the 'horse on top' of the astronaut, instead defaulting to the common trope of an astronaut riding a horse. Qwen Image is the winner as it at least followed the environmental prompt for 'in space,' whereas HiDream I1 Fast placed the scene in a terrestrial desert.
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 texture on the capybara's fur
- + Good 'taxi' branding on the cap
- + Cinematic lighting consistent with a night scene
- − The driver has human hands instead of capybara paws
- − The passenger is sitting in the front seat instead of the back seat
- − Anatomy of the capybara head merged with a human torso is jarring
Qwen Image
- + Correctly places the businesswoman in the back seat
- + Successfully renders animal paws on the steering wheel
- + Captures the 'bored' expression of the passenger perfectly
- − The text on the taxi sign says 'YOXI' instead of 'TAXI'
- − Minor lighting inconsistencies on the passenger's face
Verdict: Qwen Image followed the spatial instructions much better by placing the passenger in the back seat and providing the capybara with realistic paws rather than human hands. HiDream I1 Fast produced a sharper image with better fur texture, but failed on key composition details and anatomical logic.
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
- + Successfully integrated large, readable gothic headers
- + Captures a fun, vintage illustration style
- + Correctly included the central glowing jack-o-lantern
- − Text in the scroll and the bottom details contains typos and garbled characters
- − Border lacks the requested thorns
- − Overall composition feels a bit crowded with overlapping elements
Qwen Image
- + Excellent adherence to the 'thorns and webs' border prompt
- + Superior text rendering for the event details at the bottom
- + Atmospheric cinematic lighting and polished composition
- − Main gothic title text has overlapping and misaligned characters
- − The text 'to a night of frights' is slightly floating above the scroll rather than on it
Verdict: Qwen Image is the superior choice because it followed more specific aesthetic prompts like the thorn border and provided nearly perfect legibility for the event details. While HiDream I1 Fast has a charming vintage look, it significantly struggles with text accuracy and omitted the requested thorn elements.
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, professional typography.
- + Very high-fidelity textures, specifically on the rice and salmon textures.
- + Accurate adherence to the square layout and isometric 45° angle.
- − The sushi roll inside the nigiri piece is a structural inaccuracy.
- − Minor artifacts near the sushi graphic adjacent to the text.
Qwen Image
- + Successfully includes the requested Japan flag icon in the text area and as a physical prop.
- + Charming miniature aesthetic that hits the cartoon/diorama brief perfectly.
- + Clean, balanced composition with soft, appealing lighting.
- − Text is slightly less crisp and professional than Model A.
- − The 'N' in 'JAPAN' has a subtle typographical artifact.
- − Chopsticks appear slightly merged with the plate.
Verdict: HiDream I1 Fast produces a more polished, high-fidelity image with superior text rendering and material textures, particularly visible in the realistic rice grains. While Qwen Image does a great job with the miniature diorama feel and icon placement, HiDream I1 Fast feels more like a professional 3D render suitable for a menu or 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
HiDream I1 Fast
- + Excellent lighting and warm golden hour atmosphere.
- + Highly detailed fur textures on the animals.
- − Failed to include the requested baby bunny.
- − Included two kittens instead of one, missing a variety requirement.
- − The animals are sitting still rather than 'playfully chasing' or 'tumbling'.
Qwen Image
- + Successfully included all four requested animals: puppy, kitten, bunny, and fox kit.
- + Better captured the motion of chasing and playing as requested in the prompt.
- + Superior rendering of 'god rays' and dew sparkles.
- − The fox kit has slightly anatomically unusual front paws.
- − The kitten's tail is a bit thick and blurry compared to the rest of the body.
Verdict: Qwen Image is the clear winner as it successfully follows the complex prompt instructions by including all four distinct animals, whereas HiDream I1 Fast missed the bunny entirely and duplicated the kitten. Qwen Image also better captured the dynamic 'chasing' action and environmental details like god rays and dew sparkles.
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
- + Clean vector emblem layout
- + Good use of negative space in the cloche
- − Typos in text including extra digits
- − Inconsistent steam lines
Qwen Image
- + Correct date on banner
- + Consistent vintage texture and coloring
- − Messy overlapping letter forms
- − Unbalanced central composition
Verdict: Both models struggled with typography, but HiDream I1 Fast produced a more professional emblem structure despite the spelling error. Qwen Image followed the date request perfectly but created an illegible jumble of characters for the main brand name.
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
- + Strong adherence to the requested NASA-inspired color palette.
- + Good central composition with the Saturn V rocket.
- − Text rendering is very poor with significant gibberish and misspellings.
- − Iconography does not logically match the labels (e.g., Saturn icon for Translunar).
- − The sequence of steps is disorganized and difficult to follow.
Qwen Image
- + Excellent vector art style that is clean and modern.
- + Follows the structural flow of an infographic much better than Model A.
- + Includes better iconography for the Lunar Module and mission crew.
- − Text contains several spelling errors (e.g., 'Sarth', 'ApolL', 'Aldlin').
- − Failed to include all 6 specifically requested steps in numerical order.
Verdict: Qwen Image is the superior choice because it better captures the clean, modern vector aesthetic requested in the prompt, whereas HiDream I1 Fast feels more like a rough sketch. While both models struggled with text accuracy, Qwen Image produced a more coherent layout and much higher quality icons and illustrations.
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Alibaba's Qwen image model