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Qwen-Image-3.0-Pro vs Seedream 5.0 Pro

By Elo rating, Qwen-Image-3.0-Pro is expected to win 70% of comparisons against Seedream 5.0 Pro.

Both models received the same prompts. Wins and losses count only images judged together in the same call, the same comparisons the leaderboard Elo is fitted from.

Qwen-Image-3.0-Pro
Alibaba
1236 Elo ±57
Rank #9 of 42 · median 77s per image
Not judged in the same call yet
Elo expectation: Qwen-Image-3.0-Pro wins 70%
Seedream 5.0 Pro
Bytedance
1089 Elo ±60
Rank #15 of 42 · median 110s per image · 13 refused

By category

CategoryQwen-Image-3.0-ProSeedream 5.0 ProDirect record
Anime & Cartoon Style 1207 1262 —
Architecture & Interiors 1415 1218 —
Complex Scenes 1326 1257 —
Ghibli style 1270 1194 —
Graphic Design 1180 998 —
Hands & Anatomy 1213 824 —
Photorealistic People & Portraits 1127 1074 —
Surreal & Creative Prompts 1234 1270 —
Text in Images 1318 1043 —
Ultra Hard 1310 1074 —

By criterion

CriterionQwen-Image-3.0-ProSeedream 5.0 Pro
Prompt adherence 1157 1052
Technical quality 1228 1119
Artistic merit 1197 1144
Detail execution 1230 1132
Realism & coherence 1185 1099

Side by side

Anime & Cartoon Style A cartoon of a cat and a dog on an adventure, drawn in a colorful 2D style.
A cartoon of a cat and a dog on an adventure, drawn in a colorful 2D style. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 10 / 10 The strongest image in the set combines inventive worldbuilding, clear adventure storytelling, and fully resolved 2D craftsmanship. Its composition, character construction, prop handling, and environmental detailing reach an exceptional professional illustration standard.
A cartoon of a cat and a dog on an adventure, drawn in a colorful 2D style. - Seedream 5.0 Pro
Seedream 5.0 Pro 8 / 10 Ranks 5th, combining polished painting with a convincing, expansive adventure setting. Its slightly compressed character details and more conventional fantasy imagery place it below the top three.
Architecture & Interiors A photorealistic interior of a modern Scandinavian-style living room with natural light streaming through floor-to-ceiling windows. Show detailed wood textures, fabric materials, and proper light reflections.
A photorealistic interior of a modern Scandinavian-style living room with natural light streaming through floor-to-ceiling windows. Show detailed wood textures, fabric materials, and proper light reflections. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Ranked 3rd of 13, this image is particularly strong in close-range material realism and exact prompt adherence. Its slightly busier edge framing makes it less compositionally effortless than images 3953 and 4162.
A photorealistic interior of a modern Scandinavian-style living room with natural light streaming through floor-to-ceiling windows. Show detailed wood textures, fabric materials, and proper light reflections. - Seedream 5.0 Pro
Seedream 5.0 Pro 6 / 10 Rank 7 of 12: the rendering itself is stronger than this overall score suggests, particularly in its textiles and wood surfaces. The missing floor-to-ceiling glazing is a major task-specific deviation and substantially lowers the holistic assessment.
Complex Scenes An astronaut and a deep-sea diver playing chess together inside a submarine.
An astronaut and a deep-sea diver playing chess together inside a submarine. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 4 / 10 Ranked 13th of 13, the apparent third astronaut hand is the clearest critical anatomical defect in the set. Successful submarine detailing cannot compensate for that failure in a primary subject.
An astronaut and a deep-sea diver playing chess together inside a submarine. - Seedream 5.0 Pro
Seedream 5.0 Pro 8 / 10 Ranked 5th of 12, this is a strong and coherent environmental interpretation. Its wider framing sacrifices some character expression and game detail.
Ghibli style A flying castle floating in clouds at sunrise. Match the visual aesthetic of 'Howl's Moving Castle' by Studio Ghibli, with Miyazaki's blend of steampunk elements and fantasy.
A flying castle floating in clouds at sunrise. Match the visual aesthetic of 'Howl's Moving Castle' by Studio Ghibli, with Miyazaki's blend of steampunk elements and fantasy. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 This ranks second of the 12 images, with exceptional character, worldbuilding, and mechanical invention. Its tighter cropping and slightly busier rendering place it just behind image 5.
A flying castle floating in clouds at sunrise. Match the visual aesthetic of 'Howl's Moving Castle' by Studio Ghibli, with Miyazaki's blend of steampunk elements and fantasy. - Seedream 5.0 Pro
Seedream 5.0 Pro 6 / 10 Rank 7 of 11: attractive materials and a clean mechanical layout distinguish it from the lower-ranked images. Nevertheless, it is a good generic steampunk castle rather than a close match to the specifically requested visual aesthetic.
Graphic Design Minimalist logo for a sustainable coffee brand 'Evergreen Brew', single leaf motif, clean lines, vector style, white background. 'Evergreen Brew' contained as text in logo
Minimalist logo for a sustainable coffee brand 'Evergreen Brew', single leaf motif, clean lines, vector style, white background. 'Evergreen Brew' contained as text in logo - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Ranked 1st of 13, this is the strongest balance of prompt fidelity, clarity, and practical logo design. Its familiar concept stops short of exceptional originality, but its execution is cleaner and more economical than the alternatives.
Minimalist logo for a sustainable coffee brand 'Evergreen Brew', single leaf motif, clean lines, vector style, white background. 'Evergreen Brew' contained as text in logo - Seedream 5.0 Pro
Seedream 5.0 Pro 4 / 10 Rank 12 of 12: the clearest departure from the core minimalist brief. Its readable text and competent rendering cannot compensate for an overly illustrative, ornamented symbol.
Hands & Anatomy A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus.
A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Ranked 1st of 13 for the strongest combination of realistic posture, precise contact, and tactile materials. Its restrained botanical composition and atmospheric lighting give it a slight advantage over the other excellent entries.
A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus. - Seedream 5.0 Pro
Seedream 5.0 Pro 5 / 10 Ranked twelfth because multiple conspicuous object-construction anomalies outweigh its appealing atmosphere and focused hand. It satisfies the basic subject request, but its pencil and sketchbook are substantially less coherent than those in the other images.
Photorealistic People & Portraits A group selfie of three friends of different ethnic backgrounds smiling at the camera.
A group selfie of three friends of different ethnic backgrounds smiling at the camera. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Ranks 4th of 13. Exceptional setting detail and visual appeal make it a leading image, although small background inaccuracies keep it behind the most consistently natural examples.
A group selfie of three friends of different ethnic backgrounds smiling at the camera. - Seedream 5.0 Pro
Seedream 5.0 Pro 6 / 10 Its environmental composition is excellent, and its rendering is stronger than several direct selfies. The central compositional mismatch substantially lowers the overall result: the viewer receives an outside photograph of the activity rather than the selfie.
Surreal & Creative Prompts An elephant made of clouds floating in a sunset sky, rendered in a surrealist photorealistic style with ethereal golden lighting and atmospheric depth.
An elephant made of clouds floating in a sunset sky, rendered in a surrealist photorealistic style with ethereal golden lighting and atmospheric depth. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 5 / 10 Ranks eleventh of 13 despite attractive lighting and detailed rendering. Its predominantly wool-like material, including the fibrous tusks, misses the cloud-texture requirement too substantially for a higher score.
An elephant made of clouds floating in a sunset sky, rendered in a surrealist photorealistic style with ethereal golden lighting and atmospheric depth. - Seedream 5.0 Pro
Seedream 5.0 Pro 7 / 10 Ranked 6th of 12, it communicates floating cloud-elephant imagery clearly and attractively. Plush-like material cues and weak facial definition limit its success as surrealist photorealism.
Text in Images A storefront sign that says "Open 24/7" in neon lights, nighttime urban photography.
A storefront sign that says "Open 24/7" in neon lights, nighttime urban photography. - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Rank 1 of 13: this is the strongest combination of exact lettering, photographic credibility, and environmental storytelling. Minor simplification inside the diner keeps it below a flawless 10.
A storefront sign that says "Open 24/7" in neon lights, nighttime urban photography. - Seedream 5.0 Pro
Seedream 5.0 Pro 6 / 10 Ranked tenth because its excellent sign is supported by a less convincing overall urban layout. The spatial ambiguity has more impact on photographic credibility than its plentiful merchandise detail can compensate for.
Ultra Hard Rain-slicked Singapore street, 3 AM. A lone elderly hawker cleans his cart under one flickering fluorescent light. Steam rises gently. Low-angle shot, photorealistic
Rain-slicked Singapore street, 3 AM. A lone elderly hawker cleans his cart under one flickering fluorescent light. Steam rises gently. Low-angle shot, photorealistic - Qwen-Image-3.0-Pro
Qwen-Image-3.0-Pro 9 / 10 Rank 1 of 13. It best combines convincing elderly anatomy, clear cleaning activity, authentic working-cart detail, and restrained low-angle nocturnal storytelling, with minor shadow losses keeping it below a flawless 10.
Rain-slicked Singapore street, 3 AM. A lone elderly hawker cleans his cart under one flickering fluorescent light. Steam rises gently. Low-angle shot, photorealistic - Seedream 5.0 Pro
Seedream 5.0 Pro 5 / 10 Ranks 11th of 12 because several central narrative requirements are wrong despite competent rendering. Active cooking, background crowds, and insufficiently low framing substantially outweigh the detailed cart.

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