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Comparison of Seed-2.0-code, Krea 3 Edit, Pixelcut Looping Video
3 modelsByteDanceSeed-2.0-codeRemove ×kreaKrea 3 EditRemove ×pixelcutPixelcut Looping VideoRemove ×
What’s differentA coding model optimized for real-world development environments, with reliable tool use in common IDEs such as Claude Code. It delivers strong front-end performance and supports Skills.Edits and combines reference images using text instructions, with optional prompt expansion, output-size controls, and reproducible generation through a seed.Turns one product photo into a loop that ends on its starting frame, with a locked camera and subtle motion or a full spin.
DateApr 29, 2026ListedOct 14, 2026ListedSep 29, 2026Listed
Listed rate$0.50 in / $3.00 out/ 1M tokensDeepInfra · all routes ↗$0.025/ megapixelfal · all routes ↗Output + reference imagesSee provider quotes
Provider endpoints1 endpoint →1 endpoint →0 endpoints →
Context window256K——
Max output———
Parameters———

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