{"slug":"voyage-ai-voyage-3-large","name":"Voyage AI voyage-3-large","domain":"voyageai.com","best_rank":8,"categories":1,"entries":[{"slug":"best-multilingual-embedding-api-for-semantic-search","title":"Best multilingual embedding API for semantic search","rank":8,"of":13,"score":3,"appearances":1,"modelRanks":{"Claude":3},"reason":"Best-in-class retrieval accuracy per dollar in head-to-head RAG evaluations, strong multilingual coverage despite less marketing around it, 32K context, and quantization-aware Matryoshka embeddings that keep storage tiny; the Anthropic-recommended-turned-MongoDB-acquired lineage has kept the API stable and retrieval-focused.","reasons":[{"model":"Claude","reason":"Best-in-class retrieval accuracy per dollar in head-to-head RAG evaluations, strong multilingual coverage despite less marketing around it, 32K context, and quantization-aware Matryoshka embeddings that keep storage tiny; the Anthropic-recommended-turned-MongoDB-acquired lineage has kept the API stable and retrieval-focused."}],"fixes":[{"model":"Claude","fix":"Multilingual breadth is thinner than Cohere/Google in low-resource languages, and the model lineup churns fast enough that re-embedding to stay current is a recurring tax."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-multilingual-embedding-api-for-semantic-search.json"}],"page":"https://modelsagree.com/product/voyage-ai-voyage-3-large","check":"https://modelsagree.com/check?q=Voyage%20AI%20voyage-3-large","updated":"2026-07-17T12:25:40.228Z","attribution":"modelsagree.com, CC BY 4.0"}