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
Settled by community votes across 12 shared challenges, with an AI judge weighing in on each.
HiDream I1 Full
13.8
arena score
#60 of 62 in Text-to-Image
Skill signature
· Text-to-Image
Qwen Image 2.0
21.7
arena score
#34 of 62 in Text-to-Image
Vote tally
Where the votes landed
HiDream I1 Full
0%
win rate
Ties
0%
Qwen Image 2.0
0%
win rate
Shared challenges
12
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Excellent handling of light and shadows across the scene
- + Realistic glass texture with subtle refractions
- + Photorealistic wooden table texture
- − The sphere appears to be floating unnaturally without support or gravity
- − Reflections on the side panels of the glass are slightly confusing
Qwen Image 2.0
- + Strong prompt adherence for all specified elements
- + Clean, high-resolution rendering of the book and plant
- + Logical placement of the blue sphere within the volume
- − The glass cube has internal vertical partitions that weren't requested and look awkward
- − The lighting on the table surface is flat compared to the window source
Verdict: Both models followed the complex spatial instructions perfectly. HiDream I1 Full is preferred for its superior lighting, realistic wood grain, and believable glass material, whereas Qwen Image 2.0 struggled with the construction of the glass cube by adding unnecessary internal panes.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Excellent composition with atmospheric reflections and lighting.
- + High contrast and sharp details on the subject.
- + Strong portrayal of an elderly Japanese man that fits the cinematic prompt.
- − Anatomical and structural issues: the man's legs pass through the bike frame.
- − The bicycle design is incoherent with pedals and frame intersecting poorly.
- − Failed to include motion blur from passing cars.
Qwen Image 2.0
- + Natural and realistic skin texture as requested.
- + Effective use of 'imperfect framing' and tight crop to create a candid feel.
- + Better interaction between the man and the bicycle parts (repairing the chain area).
- − Missing the 'motion blur' from cars, which are sharp in the background.
- − The second person on the right is cut off awkwardly.
- − Background lighting is less atmospheric/cinematic than requested.
Verdict: HiDream I1 Full produces a more visually striking and cinematic image with beautiful reflections, but it suffers from significant anatomical errors where the man and the bicycle merge physically. Qwen Image 2.0 captures the 'candid' street photography aesthetic and natural skin textures much more effectively, although it misses some of the cinematic lighting and motion blur requirements. Qwen Image 2.0 is the preferred choice for its realism and logical physical space.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Excellent depiction of ornate engraving on the plate armor
- + Includes subtle beads within the braids as requested
- + Strong dramatic lighting and sharp focus on the face
- − The scars appear more like face paint or superficial scratches
- − The hair beads are very small and easy to miss
- − Anatomy of the sword hilt behind the head is unclear
Qwen Image 2.0
- + Highly realistic skin texture with dirt and believable wear
- + Detailed leather and cloth underlayer textures
- + Complex and colorful beadwork on the hair braids
- − The character's hand is poorly rendered with anatomical issues
- − The background focus is a bit busy and distracting
- − Eyes lack a lifelike human quality compared to the other image
Verdict: HiDream I1 Full produces a cleaner, more heroic composition with a focus on high-quality armor engraving and lifelike eyes. While Qwen Image 2.0 excels at gritty skin textures and detailed accessories like the colorful beads, it suffers from significant anatomical distortion in the hand and a less polished facial finish.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Functional layout that mimics a real physical menu
- + Very clear and readable large headings
- + Consistent high-quality pizza photography
- − Lacks variety in food (every photo is of pizza)
- − Garbled and nonsensical smaller text
- − Poorly aligned pricing and text blocks
Qwen Image 2.0
- + Excellent variety of food items matching the requested categories
- + Strong adherence to the grid layout requirement
- + Professional visual aesthetic with rounded image corners and consistent color accents
- − Significant text artifacts and illegible characters in subtitles
- − Mains section overlaps with the bottom row visually
- − Incorrect placement of food (pizzas shown under Appetizers and Pizza columns)
Verdict: Qwen Image 2.0 followed the prompt more effectively by including a diverse range of food items (appetizers, pizza, and mains) in a clean 3-column grid, whereas HiDream I1 Full only illustrated pizza. While HiDream I1 Full has more legible main titles, Qwen Image 2.0 provides a more complete and visually interesting restaurant menu concept despite the garbled small text.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Successfully rendered the correct date
- + Clean layout with a nice illustrative coffee cup
- − Failed to render any of the specific menu items requested
- − Text looks like a digital font rather than authentic hand-drawn chalk
- − Contains significant gibberish text like 'Fart Sanl'
Qwen Image 2.0
- + Excellent adherence to the content of the prompt, including specific menu items and prices
- + Very realistic chalk texture with authentic smudges and handwriting variations
- + Dynamic composition with realistic lighting and a depth-of-field effect in the background
- − The board is slightly cut off on the right and top edges
- − Minor spacing issues with the dash before the prices
Verdict: Qwen Image 2.0 is the clear winner as it followed the complex text instructions perfectly, rendering the specific menu items and prices requested with highly realistic chalk textures. HiDream I1 Full failed to include the requested food items, instead generating nonsensical gibberish and text that appeared more like a digital font than natural handwriting.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Strong cinematic lighting and composition.
- + Clean rendering of the astronaut and horse anatomy.
- − Failed the core prompt instruction of 'horse on top' of the astronaut.
- − Conventional interpretation of the 'astronaut riding a horse' trope.
Qwen Image 2.0
- + Enhanced surrealism with floating water droplets and scale-like textures on the horse.
- + Very high level of detail in the space suit and horse's mane.
- − Failed the core prompt instruction of 'horse on top' of the astronaut.
- − The horse's front legs exhibit slightly jarring anatomical distortion.
Verdict: Both models completely failed to follow the specific spatial instruction for the horse to be 'on top' of the astronaut, instead providing the standard interpretation of an astronaut riding a horse. HiDream I1 Full produces a cleaner, more traditional cinematic image, while Qwen Image 2.0 adds more surreal details like floating droplets and unique textures, though it has minor anatomical issues.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Excellent texture on the capybara's fur and the jacket
- + Clear and legible 'TAXI' text on the cap
- + Consistent lighting that matches a city at night
- − The capybara's paws look more like human-primate hands than capybara paws
- − Composition makes the back seat look very cramped despite it being a car
Qwen Image 2.0
- + The capybara's paws are rendered more realistically to the species
- + Better sense of depth and scale within the car interior
- + Strong cinematic lighting with realistic reflections on the glass
- − The driver's cap looks a bit oversized or poorly fitted
- − Some slight digital blurring/smudging on the capybara's snout
Verdict: Both models followed the prompt exceptionally well, capturing the surreal humor and the specific details requested. HiDream I1 Full has superior text rendering on the hat and crisp focal details, while Qwen Image 2.0 provides a more realistic depiction of the capybara's paws and a more believable car interior perspective. Qwen Image 2.0 is the slight winner for its overall composition and more natural anatomical structures.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Strong graphic design layout that feels like a clean digital poster.
- + Successfully included the requested banner with legible text.
- − Failed significantly on text rendering for specific event details, inventing words like 'Yootmber'.
- − The layout is more of a sticker-on-background rather than a cohesive parchment poster.
Qwen Image 2.0
- + Perfect text adherence for all event details, including the date, time, and location.
- + High-quality cinematic lighting on the jack-o-lantern and background elements.
- + Excellent integration of the thorns and spiderwebs border as requested.
- − The 'h' in 'night' on the scroll has a minor artifact.
- − The scroll banner is slightly less centered compared to other elements.
Verdict: Qwen Image 2.0 followed the prompt instructions near-perfectly, accurately rendering every specific line of text including the date and location. HiDream I1 Full struggled significantly with the text rendering, producing gibberish for the event details while using a more simplistic graphic style.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Excellent adherence to the '3D cartoon' and 'miniature' aesthetic
- + Clean isometric composition with a well-defined raised diorama base
- + Text is centered, bold, and clean
- − Failed to include the requested flag icon
- − Small chromatic aberration artifacts on the left edge of the frame
- − Text alignment for 'SUSHI' is slightly off-center relative to 'JAPAN'
Qwen Image 2.0
- + Successfully included the requested flag icon
- + Higher degree of material realism in the food textures
- + Accurate text rendering and bold font
- − Missed the 'cartoon scene' style, opting for a photographic look instead
- − Composition is a bit bottom-heavy compared to the requested centering
- − The wood grain on the base looks slightly stretched
Verdict: HiDream I1 Full followed the stylistic instructions much better, delivering the specific 3D cartoon isometric look requested, whereas Qwen Image 2.0 produced a realistic photo. Although Qwen Image 2.0 was the only model to include the flag icon, HiDream I1 Full is the winner for capturing the miniature diorama essence and the overall vibe of the prompt.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Exhibits vibrant, warm color grading and a dreamy, illustrative aesthetic.
- + Clearly depicts a golden retriever, kittens, and a fox kit with high clarity.
- − Fails to include the baby bunny requested in the prompt.
- − The 'tumbling' and 'chasing' actions are missing; the animals are mostly static and posing.
- − The fox's anatomy looks slightly distorted compared to real photography.
Qwen Image 2.0
- + Successfully includes all four requested animals: puppy, kitten, bunny, and fox kit.
- + Strongly adheres to the 'tumbling' and 'playfully chasing' part of the prompt with dynamic posing.
- + Features excellent lighting effects with visible 'god rays' as requested.
- − The butterfly's placement on the kitten's head looks a bit flat and pasted on.
- − The kitten's upper paws are slightly blended in an unnatural way.
Verdict: Qwen Image 2.0 is the clear winner as it successfully included all four animals mentioned in the prompt, whereas HiDream I1 Full missed the rabbit entirely. Furthermore, Qwen Image 2.0 captured the requested action of 'tumbling together' with a dynamic composition, while HiDream I1 Full provided a more static, portrait-style shot.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Clean vector aesthetic suitable for a minimalist logo
- + Properly included the 'Est. 1720' text in a banner
- + Cohesive warm brown and cream color palette
- − Completely failed to include the brand name 'Caffè Florian'
- − The cloche dome is stylized as a solid silhouette which lacks the 'vintage' feel requested
Qwen Image 2.0
- + Successfully included all text elements including 'Caffè Florian' with correct accents
- + Excellent vintage illustrative style with subtle texture and metallic sheen
- + Creative integration of the steam and banner within the cloche design
- − Slightly less 'minimalist' than requested due to the detailed shading
Verdict: Qwen Image 2.0 is the clear winner as it followed all prompt instructions, including the specific brand name which HiDream I1 Full omitted entirely. Qwen Image 2.0 also delivered a much more sophisticated vintage vector style with superior typography and composition.
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.”
HiDream I1 Full
Qwen Image 2.0
AI Judge Analysis
HiDream I1 Full
- + Strong aesthetic appeal with a consistent flat-vector illustration style.
- + Excellent use of the requested NASA-inspired color palette.
- + High-quality text rendering for the main header.
- − Failed to provide all 6 requested steps, stopping after step 3.
- − Includes hallucinatory text/placeholders from the prompt like 'EARTH V + ICON'.
- − The layout is cluttered and logical flow of the infographic is confusing.
Qwen Image 2.0
- + Followed all 6 sequential steps requested in the prompt perfectly.
- + Accurate and legible labels for every stage of the mission.
- + Creative inclusion of the crew silhouettes and 'Tranquility' landing site at the bottom.
- − Minor spelling error in 'Translunjar'.
- − The icons for the lunar module are significantly more complex than the requested 'flat-vector' style.
- − The composition is a bit rigid and centered compared to the more dynamic Model A.
Verdict: Qwen Image 2.0 is the clear winner because it successfully followed the complex multi-step instructions, providing all six phases of the mission with appropriate icons and labels. HiDream I1 Full produced a more visually polished vector style but failed on prompt adherence, only including the first three steps and incorrectly literalizing prompt instructions into the text.
Next steps
Explore each model
Alibaba's Qwen Image 2.0 model with enhanced text rendering, supporting both Chinese and English prompts with up to 6 images per request