Jina AI jina-clip-v2 / jina-embeddings-v4
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Jina AI jina-clip-v2 / jina-embeddings-v4 appears in 1 AI-ranked category.
Best hybrid story — a cheap API and Apache/CC open weights for the same models, so you can prototype on the API and move inference in-house without re-embedding; strong multilingual (89-language) text-image retrieval and Matryoshka truncation make it excellent value for non-English catalogs on a budget
Where Jina AI jina-clip-v2 / jina-embeddings-v4 falls short, per the models
- Claude Peak retrieval quality sits a tier below Cohere/Voyage on English visual-document benchmarks, and Jina is a small vendor — bet on the open weights, not the SLA
Top alternatives per the models: Cohere Embed v4 · Google Gemini Embedding 2 · Voyage AI voyage-multimodal-3.5 · Jina AI jina-embeddings-v4
Watch Jina AI jina-clip-v2 / jina-embeddings-v4
Boards re-poll weekly and the models change their minds. One short email only when Jina AI jina-clip-v2 / jina-embeddings-v4's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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Jina AI jina-clip-v2 / jina-embeddings-v4 ranks #9 for best multimodal embedding api for image search by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-multimodal-embedding-api-for-image-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-jina-ai-jina-clip-v2-jina-embeddings-v4)<a href="https://modelsagree.com/best/best-multimodal-embedding-api-for-image-search?utm_source=badge&utm_medium=embed&utm_campaign=badge-jina-ai-jina-clip-v2-jina-embeddings-v4"><img src="https://modelsagree.com/badge/jina-ai-jina-clip-v2-jina-embeddings-v4.svg" alt="Jina AI jina-clip-v2 / jina-embeddings-v4 — ranked #9 for Best multimodal embedding API for image search by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology