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Comparison of ByteDance Seed: Seedream 4.5, Seed-2.0-code, Moondream: Moondream 3 Preview
3 modelsbytedance-seedByteDance Seed: Seedream 4.5Remove ×ByteDanceSeed-2.0-codeRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×
What’s differentSeedream 4.5 is the latest in-house image generation model developed by ByteDance. Compared with Seedream 4.0, it delivers comprehensive improvements, especially in editing consistency, including better…A 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.Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, and visual reasoning over…
DateDec 5, 2025ReleasedApr 29, 2026ListedOct 15, 2026Listed
Listed rate$0.04/ imagefal · all routes ↗$0.50 in / $3.00 out/ 1M tokensDeepInfra · all routes ↗$0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8
Provider endpoints2 endpoints →1 endpoint →2 endpoints →
AA Image ↗2.11,026.35 ↗Text-to-image · all categoriesIndependent result95% CI 1,014.35–1,038.35 · n=6,135Not reportedNot reported
Context window4.1K256K32K
Max output3.7K—4.1K
Parameters———
Image inputSupportedNot reportedSupported
ReasoningNot reportedNot reportedSupported
Open weightsNot reportedNot reportedSupported

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