{"slug":"jina-embeddings-v2-base-code","name":"Jina Embeddings v2 Base Code","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Jina Embeddings v2 Base Code #7 of 11 for code embedding apis for repository search. Source: https://modelsagree.com/product/jina-embeddings-v2-base-code (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":1,"entries":[{"slug":"best-code-embedding-apis-for-repository-search","title":"Best code embedding APIs for repository search","rank":7,"of":11,"score":3,"appearances":1,"modelRanks":{"Gemini":3},"reason":"Dedicated open-weights code embedding model with 8k context support and explicit task instruction-tuning for high retrieval precision at low hosting cost. Near-tie with text-embedding-3-large on general repository RAG.","reasons":[{"model":"Gemini","reason":"Dedicated open-weights code embedding model with 8k context support and explicit task instruction-tuning for high retrieval precision at low hosting cost. Near-tie with text-embedding-3-large on general repository RAG."}],"fixes":[{"model":"Gemini","fix":"Reduced model capacity compared to large proprietary endpoints, leading to occasional degradation on complex cross-file architectural reasoning."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[8,null]},"api":"https://modelsagree.com/api/v1/best/best-code-embedding-apis-for-repository-search.json"}],"page":"https://modelsagree.com/product/jina-embeddings-v2-base-code","check":"https://modelsagree.com/check?q=Jina%20Embeddings%20v2%20Base%20Code","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}