Model dossier

VoyageAI by MongoDB: voyage-4-lite

voyage-4-lite is a lightweight, general-purpose embedding model optimized for low latency and cost. Enabled by Matryoshka learning and quantization-aware training, voyage-4-lite supports embeddings t voyage-4-lite here: [mongodb.com/products/platform/ai-search-and-retrieval/models](https://www.mongodb.com/products/platform/ai-search-and-retrieval/models?utm_source=TVP&utm_medium=referral)

Context32,000
Max output28,800
Pricing viewTVP price

VoyageAI by MongoDB: voyage-4-lite

Model ID
voyageai/voyage-4-lite
Canonical slug
voyageai/voyage-4-lite-20260727
Knowledge cutoff
n/a
Created
7/27/2026
textembeddings
text->embeddingsembeddingstext
Context32,000
Max output28,800
TokenizerOther