Jina AI publishes open-weight multimodal embedding and reranker models, including Jina Embeddings v2 / v3 and ColBERT-v2 retrievers used widely in production RAG stacks.
Visit Jina AIModels tracked
2
Open weight
2
API only
0
Avg score
70.5
Top benchmark
78.8
STS
Total HF downloads
396.8K
First release
Feb 2026
Latest release
Feb 2026
Ranked by composite score across benchmarks, popularity, efficiency, and versatility.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA70.5 | — | Feb 2026 | |
| 2 |
The strongest model from this provider in each modality. Click a card to open the model page.
How this provider’s catalog splits across text, image, video, audio, and embedding.
When each model shipped, newest first.
Models with downloadable weights, ranked by composite score.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA70.5 | — | Feb 2026 | |
| 2 |
Each family is a model series. Browse all releases in a family with their own leaderboard.
Jina AI ships 2 models that we track. Of those, 2 are open weight and 0 are accessed through their API.
It depends on the model. See the open-weight section above for models you can run locally, and the API-only section for closed models priced per token.
By composite score, jina-embeddings-v5-text-small is currently the top Jina AI model in our directory. Composite score blends benchmarks, popularity, efficiency, and versatility.
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Or Browse by Family
See every release in a family side by side, with a timeline and a leaderboard. Useful when you have already picked a series and want the right size.
AA70.4 |
| — |
| Feb 2026 |
Composite grades across this provider’s catalog. Higher is better, blending benchmarks, popularity, and efficiency.
AA70.4 |
| — |
| Feb 2026 |
