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Comparison of Seed-2.0-code, Moondream: Moondream 3 Preview, remove_background_guided
3 modelsByteDanceSeed-2.0-codeRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×Briaremove_background_guidedRemove ×
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.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…Prompt-guided background removal by Bria: tell it what to keep or what to remove and get a clean cutout with true transparency, at the original resolution with the original pixels untouched. Trained…
DateApr 29, 2026ListedOct 15, 2026ListedOct 14, 2026Listed
Listed rate$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=fp8See provider quotes
Provider endpoints1 endpoint →2 endpoints →0 endpoints →
Context window256K32K—
Max output—4.1K—
Parameters———
Image inputNot reportedSupportedNot reported
ReasoningNot reportedSupportedNot reported
Open weightsNot reportedSupportedNot reported

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