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Comparison of seed-2.0-code, Pixelcut Looping Video, Ideogram V4.5 Text to Image
3 modelsUnknownseed-2.0-codeRemove ×pixelcutPixelcut Looping VideoRemove ×ideogramIdeogram V4.5 Text to ImageRemove ×
What’s different262.1K context · 131.1K max output · Tool calling · Structured outputTurns one product photo into a loop that ends on its starting frame, with a locked camera and subtle motion or a full spin.Generate high-quality images, posters, and logos with Ideogram 4.5, with accurate text rendering and low, medium, or high quality tiers.
DateOct 16, 2026DiscoveredSep 29, 2026ListedSep 30, 2026Released
Listed rate$0.50 in / $3.00 out/ 1M tokensExperiential · all routes ↗Standard · fewer than 128,001 input tokensSee provider quotesSee provider quotes
Provider endpoints1 endpoint →0 endpoints →1 endpoint →
AA Image ↗2.1Not reportedNot reported1,015.68 ↗Text-to-image · all categories · quality=highIndependent result95% CI 1,000.68–1,030.68 · n=2,634
Context window262.1K——
Max output131.1K——
Parameters———
Tool callingSupportedNot reportedNot reported
Structured outputSupportedNot reportedNot reported
ReasoningSupportedNot reportedNot reported

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