{"slug":"nomic-embed-text-v1-5","name":"Nomic Embed Text v1.5","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Nomic Embed Text v1.5 #14 of 15 for long-context embedding apis for document rag. Source: https://modelsagree.com/product/nomic-embed-text-v1-5 (modelsagree.com, CC BY 4.0).","best_rank":14,"categories":1,"entries":[{"slug":"best-long-context-embedding-apis-for-document-rag","title":"Best long-context embedding APIs for document RAG","rank":14,"of":15,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Fully open-source (Apache 2.0) model with auditable open data, 8,192-token context length, and Matryoshka compression, providing exceptional performance-per-dollar for self-hosted RAG stacks.","reasons":[{"model":"Gemini","reason":"Fully open-source (Apache 2.0) model with auditable open data, 8,192-token context length, and Matryoshka compression, providing exceptional performance-per-dollar for self-hosted RAG stacks."}],"fixes":[{"model":"Gemini","fix":"Slightly lower peak retrieval accuracy on niche technical or multi-hop reasoning benchmarks compared to top-tier commercial APIs."}],"updated":"2026-08-10","api":"https://modelsagree.com/api/v1/best/best-long-context-embedding-apis-for-document-rag.json"}],"page":"https://modelsagree.com/product/nomic-embed-text-v1-5","check":"https://modelsagree.com/check?q=Nomic%20Embed%20Text%20v1.5","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}