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Comparison of Seed-2.0-code, Topaz Upscale Image Creative, Ideogram V4.5 Edit
3 modelsByteDanceSeed-2.0-codeRemove ×topazTopaz Upscale Image CreativeRemove ×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.Professional creative image upscaling powered by Topaz Labs. Bloom 2 reinvents detail with adjustable creativity and color preservation. Best for AI-generated images that need striking enhancement.Mask-guided edits with a high-precision mode that restores unchanged pixels; combines a source image with extra references.
DateApr 29, 2026ListedAug 11, 2026ListedSep 30, 2026Listed
Listed rate$0.50 in / $3.00 out/ 1M tokensDeepInfra · all routes ↗See provider quotesSee provider quotes
Provider endpoints1 endpoint →0 endpoints →0 endpoints →
Context window256K——
Max output———
Parameters———

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