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 4.5
26.1
arena score
#9 of 62 in Text-to-Image
Vote tally
Where the votes landed
Qwen Image 2.0 Pro
0%
win rate
Ties
0%
Seedream 4.5
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent adherence to lighting direction from the left.
- + Highly realistic wood texture and glass reflections.
- + Accurately places the plant behind the glass with realistic distortion.
- − The blue sphere appears to be floating in space without support.
- − One vertical edge of the cube has a strange mirroring effect that looks like a hidden panel.
Seedream 4.5
- + Natural composition with the sphere resting on the bottom of the cube.
- + Very clear and realistic glass transparency.
- + Good detail on the red book texture and pages.
- − The lighting seems to come more from a top-down or slight right angle rather than the left.
- − The plant is very blurry and lacks the distinct depth interaction seen in the other model.
Verdict: Both models followed the prompt instructions well, but Qwen Image 2.0 Pro provided a more photographically professional result with superior lighting and texture detail. While Seedream 4.5 created a more physically grounded scene (resting the sphere), it failed to capture the 'light from the left' instruction as effectively as Qwen Image 2.0 Pro.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text legibility and alignment
- + Perfectly centered and clean 'exploded' view of ingredients
- + Photorealistic texture on the meat and bun
- − The starburst element lacks the requested 'fiery effect' compared to the title text
- − Lighting on the burger feels a bit static despite the background
Seedream 4.5
- + Dynamic sense of motion with motion-blurred ingredients flying outwards
- + The starburst element perfectly matches the fiery, glowing theme
- + Strong integration of the burger with the fiery environment
- − The burger is less 'exploded' (layers are mostly touching) compared to the prompt's likely intent
- − The top bun is slightly misshapen
Verdict: Qwen Image 2.0 Pro produces a cleaner, more advertising-ready layout with superior text rendering and a very clear 'exploded' view. However, Seedream 4.5 captures the 'sense of motion' and the 'fiery, glowing effect' for the price starburst much more effectively. Qwen Image 2.0 Pro is the overall winner for its professional polish and perfect adherence to the text requirements.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent chalk texture throughout the board
- + Highly authentic 'handwritten' appearance with natural variations
- + Perfect text accuracy including the complex menu items
- − The 'elegant cursive' for the title is more of a print-influenced script than traditional cursive
Seedream 4.5
- + Strong chalk texturing on the headers
- + Good adherence to the requested layout
- + Clean framing of the chalkboard
- − Includes a repetitive text error with 'Risotto - $24' appearing twice
- − The handwriting looks slightly more uniform and digital in the smaller items
- − Missed the cursive styling for the title
Verdict: Qwen Image 2.0 Pro produced a nearly flawless image with exceptional text accuracy and a very convincing chalk-on-blackboard texture. While Seedream 4.5 also handled the text well, it suffered from a repetitive line error on the first menu item and lacked the natural handwriting variation found in the Qwen output.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent photorealism and cinematic lighting
- + High level of detail on the fur texture and the taxi's weathered interior
- + Included specific details like the taxi license plate and dashboard electronics
- − The passenger appears to be in the front passenger seat rather than the back as requested
- − Minor spelling error in the text 'Licesed' on the dashboard
Seedream 4.5
- + Perfectly followed the spatial layout with the passenger in the back seat
- + Clear and legible 'TAXI' text on the cap
- + Highly accurate capture of the bored expression on the businesswoman
- − The transition between the capybara's head and the jacket looks slightly less natural
- − Lighting is a bit flatter compared to the atmospheric lighting in Model A
Verdict: Both models performed exceptionally well, but Seedream 4.5 is the preferred output because it correctly placed the passenger in the back seat as requested. While Qwen Image 2.0 Pro has slightly superior textures and more realistic cinematic lighting, it failed the spatial requirement of having the woman in the back seat.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Accurately renders all requested text with perfect spelling.
- + Follows the complex border instructions including thorns and webs extensively.
- + Captures a specific 'vintage gothic' aesthetic with ornate typography and high-detail illustration.
- − The green glow of the jack-o-lantern is a slightly cliché choice compared to classic autumn orange.
- − The bats are very detailed but feel a bit crowded in the composition.
Seedream 4.5
- + Achieves a beautiful cinematic atmosphere with realistic lighting on the pumpkin and ground.
- + Text is legible and mostly accurate with a clean layout.
- + The twisted trees and sky background create a stronger sense of depth.
- − Fails to provide the requested 'spooky border' around the entire image, only placing elements in corners.
- − The thorns look more like modern barbed wire rather than gothic twisted thorns.
- − Small typo in the title where 'Halloween' looks slightly like 'Hlloween'.
Verdict: Qwen Image 2.0 Pro is the superior choice for this specific prompt as it adheres much more strictly to the 'vintage poster' layout and complex border requirements. While Seedream 4.5 has a more realistic cinematic lighting style, it fails to execute the design elements of a professional invitation like the decorative border and consistent gothic typography.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent typography layout and text clarity
- + Perfectly executed isometric perspective and diorama base
- + Consistent soft, high-quality 3D render style
- − The sushi models are slightly more simplified/cartoonish and less 'PBR' than requested
Seedream 4.5
- + Beautiful material work on the salmon and base texture
- + Good depth of field and lighting depth
- − The text layout is clustered poorly compared to the prompt requirements
- − The flag icon is floating awkwardly to the side rather than top-center
- − Slightly less centered overall composition
Verdict: Qwen Image 2.0 Pro followed the layout instructions much more closely, particularly regarding the text placement and the flag icon. While Seedream 4.5 had slightly more realistic textures and lighting for the food, it failed to center the elements as requested and the text arrangement was less professional-looking.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent anatomical realism for all four animals.
- + Captures the 'god rays' and morning dew effect with high fidelity.
- + Superior fur texture and realistic lighting integration.
- − The animals are more huddled than 'chasing' butterflies as requested.
Seedream 4.5
- + Successfully captures a sense of dynamic action and 'chasing' motion.
- + Features very expressive, large eyes as specified in the prompt.
- + Bright, vibrant color palette that enhances the joyful vibe.
- − The fox kit's eyes look overly stylized/unrealistic compared to the other animals.
- − Some anatomical issues, such as the kitten's front paws appearing slightly distorted or merged with the grass.
Verdict: Qwen Image 2.0 Pro produces a significantly more realistic and technically polished image, with impressive detail in the fur and lighting. While Seedream 4.5 better captured the 'chasing' action and big expressive eyes, it sacrificed realism, resulting in a slightly more 'cartoony' fox and less ground-level detail.
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 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Clean vector-style execution
- + Correct accent on the 'è'
- + Consistent color palette across banner and cloche
- − Spelling error in 'Floriian' (extra 'i')
- − The steam icon overlaps the banner awkwardly
Seedream 4.5
- + Perfect spelling of 'Caffè Florian'
- + Classic typographic arrangement with better balance
- + Excellent use of woodcut-style shading lines
- − The steam is placed on top of the dome rather than under it
- − Light source on the cloche is slightly inconsistent with the banner
Verdict: Seedream 4.5 is the clear winner as it followed all typographic instructions perfectly, including the correct spelling of the brand name and the 'Est. 1720' banner. While Qwen Image 2.0 Pro produced a clean vector image, it suffered from a significant spelling error ('Floriian') and less refined 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.”
Qwen Image 2.0 Pro
Seedream 4.5
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent vertical composition that mimics a flight path.
- + Accurate and clean typography with no spelling errors.
- + Stylistically consistent icons that match the flat-vector aesthetic requested.
- − The 'Translunar' trajectory starts from the moon side rather than Earth.
- − The descent and landing phases are visually very similar.
Seedream 4.5
- + Strong adherence to the NASA-inspired color palette.
- + Excellent horizontal timeline layout that is very legible.
- + High-quality icon for the Saturn V rocket.
- − Failed to represent the Descent stage correctly, showing a generic satellite instead.
- − The Lunar Module icon for 'Landing' is floating instead of sitting on the surface.
Verdict: Qwen Image 2.0 Pro followed the prompt instructions more accurately regarding the content of the steps, specifically the lunar module for the descent and landing phases. While Seedream 4.5 had a very clean infographic layout, it used a generic satellite icon for the descent stage, which is historically incorrect for the mission.
Next steps
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ByteDance's latest image generation model unifying text-to-image and image editing in a single architecture, with improved text rendering and 30-40% faster generation than v4.0