Jina Embeddings is Jina AI’s open-weight multilingual embedding family, with long-context and multimodal variants used widely in production RAG stacks.
See all models from Jina AIModels in family
2
Open weight
2
API only
0
Avg score
70.5
Top benchmark
78.8
STS
Total HF downloads
396.8K
Primary modality
Embedding
First release
Feb 2026
Latest release
Feb 2026
Every release in the Jina Embeddings family, ranked by composite score across benchmarks, popularity, efficiency, and versatility.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA70.5 | — | Feb 2026 | |
| 2 | embedding | AA70.4 | — | Feb 2026 |
When each release shipped, newest first. Useful for tracking version cadence.
Composite grades across this family. Higher is better, blending benchmarks, popularity, and efficiency.
Models with downloadable weights, ranked by composite score.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA70.5 | — | Feb 2026 | |
| 2 | embedding | AA70.4 | — | Feb 2026 |
The Jina Embeddings family is a series of AI models from Jina AI. This page lists every release in the family with its benchmark scores, parameter count, and hardware requirements.
By composite score, jina-embeddings-v5-text-small is currently the top model in the family. For local inference, match the parameter count to your VRAM budget. For quality, pick the highest scorer that fits.
See the open-weight section above for models you can run locally. The API-only section lists closed releases that must be accessed through the provider’s API.
Spin up an instance in the cloud, or pick local hardware that fits.
Full Directory
Open the full directory to filter by hardware, capability, license, and benchmark score.
Or Browse by Provider
See every model from a lab side by side, with aggregate stats. Useful when you want a cross-family view of one provider.
