Voyage-3-large
Voyage AI
Voyage AI's retrieval-optimized commercial embedding model, among the best for MTEB retrieval quality at production scale. It supports long context and Matryoshka (shortenable) dimensions, and is a common choice for high-accuracy RAG pipelines.
Strengths
- Among the best MTEB retrieval quality at production scale
- Retrieval-optimized for high-accuracy RAG
- Long-context input support
- Matryoshka (shortenable) dimensions
- Backed by MongoDB integration
Caveats
- Proprietary - API only (no self-hosting)
- Usage-based pricing scales with volume
- Best paired with Voyage rerankers for peak quality
- Vendor
- Voyage AI
- Context Window
- 32,000 tokens
- License
- Proprietary
- Modalities
- text
Capabilities
Vision
Audio
Video
Tool Use
Resources
Pricing
Usage-based via the Voyage AI API (per 1M tokens); a generous free tier for evaluation. Now part of MongoDB.