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Comparison of Seed-2.0-code, Seed-2.0-pro, Moondream: Moondream 3 Preview
3 modelsByteDanceSeed-2.0-codeRemove ×ByteDanceSeed-2.0-proRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×
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.Built for the Agent era, it delivers stable performance in complex reasoning and long-horizon tasks, including multi-step planning, visual-text reasoning, video understanding, and advanced analysis.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…
DateApr 29, 2026ListedApr 1, 2026ListedOct 15, 2026Listed
Listed rate$0.50 in / $3.00 out/ 1M tokensDeepInfra · 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 endpoints1 endpoint →1 endpoint →2 endpoints →
Context window256K256K32K
Max output——4.1K
Parameters———
Image inputNot reportedNot reportedSupported
ReasoningNot reportedNot reportedSupported
Open weightsNot reportedNot reportedSupported

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