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Comparison of Seed-2.0-code, Krea 3 Edit, Ideogram V4.5 Edit
3 modelsByteDanceSeed-2.0-codeRemove ×kreaKrea 3 EditRemove ×ideogramIdeogram V4.5 EditRemove ×
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.Mask-guided edits with a high-precision mode that restores unchanged pixels; combines a source image with extra references.
DateApr 29, 2026ListedOct 14, 2026ListedSep 30, 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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