{"slug":"voyage-voyage-3-large","name":"Voyage voyage-3-large","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Voyage voyage-3-large #3 of 15 for long-context embedding apis for document rag. Source: https://modelsagree.com/product/voyage-voyage-3-large (modelsagree.com, CC BY 4.0).","best_rank":3,"categories":1,"entries":[{"slug":"best-long-context-embedding-apis-for-document-rag","title":"Best long-context embedding APIs for document RAG","rank":3,"of":15,"score":5,"appearances":1,"modelRanks":{"Gemini":1},"reason":"State-of-the-art retrieval accuracy for complex long-form text with a 32,000-token context window, benchmarked to lead in technical, legal, and long-document RAG tasks.","reasons":[{"model":"Gemini","reason":"State-of-the-art retrieval accuracy for complex long-form text with a 32,000-token context window, benchmarked to lead in technical, legal, and long-document RAG tasks."}],"fixes":[{"model":"Gemini","fix":"Proprietary API-only deployment with no open-weights option, creating vendor lock-in and data privacy constraints for air-gapped environments."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[4,null]},"api":"https://modelsagree.com/api/v1/best/best-long-context-embedding-apis-for-document-rag.json"}],"page":"https://modelsagree.com/product/voyage-voyage-3-large","check":"https://modelsagree.com/check?q=Voyage%20voyage-3-large","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}