{"slug":"google-gemini-embedding","name":"Google Gemini Embedding","domain":"store.google.com","verdict":"As of 2026-09-05, Claude, Gemini collectively rank Google Gemini Embedding #4 of 7 for embedding apis for multilingual rag. Source: https://modelsagree.com/product/google-gemini-embedding (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":1,"entries":[{"slug":"best-embedding-apis-for-multilingual-rag","title":"Best embedding APIs for multilingual RAG","rank":4,"of":7,"score":4,"appearances":1,"modelRanks":{"Claude":2},"reason":"Consistently tops the MMTEB multilingual leaderboard, covers 100+ languages, offers Matryoshka (truncatable) dimensions to trade accuracy for storage, and rides Google's reliable Vertex AI / Gemini API infrastructure with generous scaling.","reasons":[{"model":"Claude","reason":"Consistently tops the MMTEB multilingual leaderboard, covers 100+ languages, offers Matryoshka (truncatable) dimensions to trade accuracy for storage, and rides Google's reliable Vertex AI / Gemini API infrastructure with generous scaling."}],"fixes":[{"model":"Claude","fix":"Tied to Google Cloud/API billing and quotas; no self-host, and Matryoshka truncation still needs empirical tuning per corpus rather than being free accuracy."}],"updated":"2026-09-05","api":"https://modelsagree.com/api/v1/best/best-embedding-apis-for-multilingual-rag.json"}],"page":"https://modelsagree.com/product/google-gemini-embedding","check":"https://modelsagree.com/check?q=Google%20Gemini%20Embedding","updated":"2026-09-09T13:07:58.066Z","attribution":"modelsagree.com, CC BY 4.0"}