Alibaba's Qwen Image 2.0 Pro model offering higher quality image generation with enhanced detail and accuracy
Settled by community votes across 3 shared challenges, with an AI judge weighing in on each.
Qwen Image 2.0 Pro
22.3
arena score
#27 of 44 in Text-to-Image
Skill signature
Not enough comparable category data
The chart appears once both models have ratings across at least three shared arena categories.
Seedream 4.5
26.1
arena score
#10 of 44 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
3
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
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.
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