Voyage 4 Large
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Voyage 4 Large appears in 1 AI-ranked category — best position #4 for multilingual embedding api for semantic search.
Near-tied for first on text retrieval, combining excellent multilingual quality, a 32K context window, flexible dimensions, and unusually generous free usage; arguably the better pick for text-only RAG over long documents.
Where Voyage 4 Large falls short, per the models
- GPT Text-only, so it cannot support multimodal search without a separate embedding pipeline.
Top alternatives per the models: Cohere Embed v4 · Gemini Embedding 2 · Google gemini-embedding-001 · Voyage-3
Watch Voyage 4 Large
Boards re-poll weekly and the models change their minds. One short email only when Voyage 4 Large's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Voyage 4 Large ranks #4 for best multilingual embedding api for semantic search by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-multilingual-embedding-api-for-semantic-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-voyage-4-large)<a href="https://modelsagree.com/best/best-multilingual-embedding-api-for-semantic-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-voyage-4-large"><img src="https://modelsagree.com/badge/voyage-4-large.svg" alt="Voyage 4 Large — ranked #4 for Best multilingual embedding API for semantic search by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology