{"slug":"nomic-embed-code","name":"Nomic Embed Code","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Nomic Embed Code #6 of 11 for code embedding apis for repository search. Source: https://modelsagree.com/product/nomic-embed-code (modelsagree.com, CC BY 4.0).","best_rank":6,"categories":1,"entries":[{"slug":"best-code-embedding-apis-for-repository-search","title":"Best code embedding APIs for repository search","rank":6,"of":11,"score":3,"appearances":2,"modelRanks":{"ChatGPT":4,"Claude":5},"reason":"Strong CodeSearchNet results, fully released weights, training data and evaluation code under Apache 2.0, and excellent control for teams willing to deploy their own embedding endpoint.","reasons":[{"model":"ChatGPT","reason":"Strong CodeSearchNet results, fully released weights, training data and evaluation code under Apache 2.0, and excellent control for teams willing to deploy their own embedding endpoint."},{"model":"Claude","reason":"Fully open, code-specialized weights with transparent training and an easy local/self-host story; a credible privacy-preserving option when data residency rules out hosted APIs and you want something purpose-built for code rather than a generic open model."}],"fixes":[{"model":"ChatGPT","fix":"The 7B model is costly to serve and officially targets only six programming languages."},{"model":"Claude","fix":"Smaller ecosystem and generally a step behind the top commercial code models on quality; you still carry all the serving/ops burden."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[6,null]},"api":"https://modelsagree.com/api/v1/best/best-code-embedding-apis-for-repository-search.json"}],"page":"https://modelsagree.com/product/nomic-embed-code","check":"https://modelsagree.com/check?q=Nomic%20Embed%20Code","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}