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Comparison of seed-2.0-code, remove_background_guided, Moondream: Moondream 3 Preview
3 modelsUnknownseed-2.0-codeRemove ×Briaremove_background_guidedRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×
What’s different262.1K context · 131.1K max output · Tool calling · Structured outputPrompt-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…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…
DateOct 16, 2026DiscoveredOct 14, 2026ListedOct 15, 2026Listed
Listed rate$0.50 in / $3.00 out/ 1M tokensExperiential · all routes ↗Standard · fewer than 128,001 input tokensSee provider quotes$0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8
Provider endpoints1 endpoint →0 endpoints →2 endpoints →
Context window262.1K—32K
Max output131.1K—4.1K
Parameters———
Tool callingSupportedNot reportedNot reported
Structured outputSupportedNot reportedNot reported
Image inputNot reportedNot reportedSupported
ReasoningSupportedNot reportedSupported
Open weightsNot reportedNot reportedSupported

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