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Comparison of codestral-embed, Moondream: Moondream 3 Preview, Nemotron-3-Embed-1B-BF16
3 modelsUnknowncodestral-embedRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×nvidiaNemotron-3-Embed-1B-BF16Remove ×
What’s different8.2K contextMoondream 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…Nemotron-3-Embed-1B-BF16 is a compact multilingual text embedding model from NVIDIA, pruned and distilled from Ministral-3 to ~1B parameters, that maps text into 2048-dimensional dense vectors for retrieval…
DateOct 16, 2026DiscoveredOct 15, 2026ListedJul 15, 2026Listed
Listed rate$0.15 in / $0.00 out/ 1M tokensExperiential · all routes ↗Standard list rate$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 →
FreshStack · MTEB 2.14.3 ↗MTEB 2.14.3; test/default; dataset 7a20df1aNot reportedNot reported0.4173 ↗Revision f8801746; test/defaultContributor reported
Context window8.2K32K32.8K
Max output—4.1K—
Parameters——1B
Image inputNot reportedSupportedNot reported
ReasoningNot reportedSupportedNot reported
Open weightsNot reportedSupportedNot reported

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