Alibaba's Qwen Image 2.0 Pro model offering higher quality image generation with enhanced detail and accuracy
Settled by community votes across 9 shared challenges, with an AI judge weighing in on each.
Qwen Image 2.0 Pro
22.8
arena score
#31 of 62 in Text-to-Image
Skill signature
· Text-to-Image
Seedream 4.0
24.7
arena score
#15 of 62 in Text-to-Image
Vote tally
Where the votes landed
Qwen Image 2.0 Pro
0%
win rate
Ties
0%
Seedream 4.0
0%
win rate
Shared challenges
9
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent photographic quality and sharp textures
- + Accurately represents the plant being behind the cube
- + Follows the lighting direction perfectly
- − The sphere is floating unnaturally in the center of the cube
- − The reflection on the bottom glass panel is confusing/distorted
Seedream 4.0
- + Natural placement of objects with the sphere resting on the base
- + Beautiful lighting and shadow work on the table
- + Good material rendering for the glass and book
- − The plant appears to be inside the cube rather than behind it
- − The cube looks slightly more like an open aquarium or box than a solid enclosed cube
Verdict: Both models followed the prompt well, but Qwen Image 2.0 Pro succeeded in placing the plant behind the glass as requested, whereas Seedream 4.0 made the plant appear to be growing inside the cube. However, Seedream 4.0 provides a more grounded and realistic composition by having the blue sphere sit on the bottom glass rather than floating in mid-air.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text rendering with perfect adherence to the requested price of €6.99.
- + High photorealistic detail on the patty and ingredients.
- + Very clean and balanced composition suitable for a professional advertisement.
- − The starburst element lacks the 'fiery, glowing effect' requested, appearing as a flat graphic.
Seedream 4.0
- + Stronger sense of motion with circular motion blur trails.
- + Dynamic and creative layout with the burger elements spinning in an arc.
- + The starburst and text integrated very well into the fiery theme.
- − Failed to provide the correct price requested, showing €5.99 instead of €6.99.
- − The burger composition is slightly messy, with repeated halves that don't look like a single 'exploded' unit.
Verdict: Qwen Image 2.0 Pro is the overall winner due to its superior text accuracy and higher level of photorealistic detail, which makes the food look more appetizing. While Seedream 4.0 captured the 'sense of motion' and 'fiery' theme more creatively, it failed a key prompt requirement by displaying the wrong price (€5.99) and lacked the clarity of the first image.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text legibility and adherence to all prompt details including specific prices.
- + The chalk texture is subtle and realistic without being messy.
- + Accurately represents the slant and natural variations requested.
- − The 'elegant cursive' for the title is more of a print-script hybrid than true cursive.
Seedream 4.0
- + Provides a more atmospheric 'chalk' texture with dust effects and smudges.
- + Captured the 'elegant cursive' style for the title more effectively than Model A.
- + Great composition with the wooden frame adding to the 'cozy café' aesthetic.
- − The text is slightly more cramped and harder to read in sections.
- − Some chalk smudges are a bit aggressive, occasionally obscuring the letter forms.
Verdict: Both models followed the complex text instructions perfectly, including the specific date and price points. Qwen Image 2.0 Pro is preferred for its superior clarity and clean presentation of the menu items, whereas Seedream 4.0 excels in artistic rendering and the 'cursive' title requirement.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent high-detail textures on the capybara's fur and the jacket fabric.
- + Includes realistic taxi details like the TLC license plate and digital meter.
- + Strong cinematic lighting that captures a believable New York night atmosphere.
- − The woman is placed in the front passenger seat instead of the back seat.
- − Minor spelling error on the dashboard tag ('Licesed').
Seedream 4.0
- + Correctly places the passenger in the back seat as requested.
- + Good composition that shows more of the yellow car exterior to emphasize the taxi theme.
- + Captures the bored, normal expression of the businesswoman effectively.
- − The capybara's hands look slightly more distorted and less paw-like compared to Model A.
- − Overall image is slightly softer with less detail in the textures of the interior.
Verdict: Qwen Image 2.0 Pro produces a much more detailed and photorealistic image with superior textures and lighting, but it fails a key spatial instruction by putting the passenger in the front seat. Seedream 4.0 follows the compositional prompt instructions more accurately by placing the passenger in the back, though the visual quality and sharpness are lower than its competitor. Qwen Image 2.0 Pro is the likely winner for its impressive realism and character detail despite the positioning error.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent typography with clean, readable text throughout.
- + High-quality, detailed rendering of the bats and jack-o-lantern.
- + Strong composition that feels like a professional digital illustration.
- − The green glow of the pumpkin slightly clashes with the traditional orange/brown palette.
Seedream 4.0
- + Atmospheric cinematic lighting that captures a moody night sky effectively.
- + Good integration of the border and parchment textures.
- + More natural orange glow from the jack-o-lantern.
- − Text on the small scroll banner is warped and difficult to read.
- − Composition feels slightly cluttered with the large thorns in the foreground.
Verdict: Qwen Image 2.0 Pro is the superior choice for a functional invitation, as its text rendering is perfectly legible and elegantly styled, meeting all prompt requirements. While Seedream 4.0 excels in atmospheric lighting and a more gritty 'vintage' feel, it struggles with the fine details and clarity of the secondary scroll text.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent typography and layout of text and flag.
- + Perfect adherence to the 45-degree isometric perspective.
- + High-clarity textures that look specifically like stylized 3D renders.
- − The diorama base is a bit plain compared to the sushi detail.
Seedream 4.0
- + Includes realistic PBR materials for the salmon and roe.
- + More complex scene with a bamboo mat texture.
- + Accurate sushi variety and vibrant colors.
- − The word 'JAPAN' is slightly misaligned at the edges of the letters.
- − The text and flag positioning is less aesthetically pleasing than model_a.
Verdict: Qwen Image 2.0 Pro provided a much cleaner and professional-looking layout with superior typography and text centering. While Seedream 4.0 showed impressive rendering of materials like the fish and fish eggs, its overall composition and text alignment were less polished than Qwen's output.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent anatomical accuracy for all four animals.
- + Beautifully rendered environment with realistic flowers and god rays.
- + Balanced composition that feels like a natural wildlife photograph.
- − The 'tumbling' interaction is a bit static compared to the prompt.
- − The fox kit and kitten faces are slightly less expressive than Model B.
Seedream 4.0
- + Perfectly captures the 'tumbling' and 'chasing' action requested in the prompt.
- + Captures highly expressive and joyful facial expressions on the animals.
- + Includes very prominent dew sparkles and dynamic glitter-like lighting.
- − The fox's anatomy is slightly stylized and neon-red, looking less photorealistic than Image A.
- − The kitten appears to be floating/jumping in a way that looks slightly composited.
Verdict: Qwen Image 2.0 Pro produces a more grounded and anatomically perfect image that looks like real photography, while Seedream 4.0 does a superior job of capturing the specific energy and 'tumbling' movement described in the prompt. Seedream 4.0 feels more wholesome and magical, though Qwen Image 2.0 Pro wins on sheer photorealism and quality of the background details.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Clean vector-style execution
- + Good color palette adhering to the prompt
- + Accurate representation of the 'Est. 1720' text
- − Spelling error in primary name ('Floriian')
- − Steam icon is placed awkwardly over the dome handle
- − The banner overlaps the cloche in a way that feels a bit busy
Seedream 4.0
- + Perfect text rendering for both 'Caffè Florian' and 'Est. 1720'
- + Excellent balance and classic logo composition
- + Superior textures that give a genuine vintage feel
- − Steam is slightly detached from the cloche lid
- − Slightly less 'minimalist' than Model A
Verdict: Seedream 4.0 is the clear winner as it correctly spelled the requested text 'Caffè Florian', whereas Qwen Image 2.0 Pro added an extra 'i'. Seedream 4.0 also followed the composition instructions more logically, placing the text and banner in a balanced, professional arrangement.
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.”
Qwen Image 2.0 Pro
Seedream 4.0
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent typography with clean, sans-serif fonts and perfect spelling across all six steps.
- + Highly accurate infographic layout that visualizes the mission trajectory in a vertical flow.
- + Consistent flat-vector style with refined icons for the Saturn V and Lunar Module.
- − Step 3 'Translunar' is missing the orbit ring/arc icon requested, relying on the path line instead.
Seedream 4.0
- + Followed the color palette requirements well, including the muted red accents.
- + Includes the specific requested icons like orbit rings and trajectory arcs clearly.
- − Text rendering is poor with typos like 'Surfcce' and inconsistent font spacing.
- − The composition is cluttered with steps 1-5 condensed into the top third and a massive, poorly scaled step 6.
- − Icon quality is inconsistent, particularly the distorted silhouettes of the astronauts.
Verdict: Qwen Image 2.0 Pro is the clear winner as it produces a professional, market-ready infographic with perfect spelling and a sophisticated vertical layout. While Seedream 4.0 followed the icon descriptions more literally, its poor text rendering and awkward composition make it much less effective as a poster.
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ByteDance's image generation model with integrated text-to-image and image editing capabilities in a unified architecture, supporting up to 4K resolution