Model gallery
Embedding and reranking models you can use with your Pinecone API key, plus models you run yourself and bring as vectors.
- Pinecone API key
- Bring your own vectors
| Model | Company | Type | Input | Dimension | Max tokens | Processing location | Supported API | Minimum plan | Status | Actions |
|---|---|---|---|---|---|---|---|---|---|---|
| gemini-embedding-2 | Dense embedding | Text | 128 to 3072 (default: 3072) | 8192 | global | Documents | Builder | Create index | ||
| text-embedding-3-large | OpenAI | Dense embedding | Text | 1 to 3072 (default: 3072) | 8192 | global or us | Documents | Starter | Create index | |
| text-embedding-3-small | OpenAI | Dense embedding | Text | 1 to 1536 (default: 1536) | 8192 | global or us | Documents | Starter | Create index | |
| llama-text-embed-v2 | NVIDIA | Dense embedding | Text | 2048, 1024, 768, 512, 384 (default: 1024) | 2048 | us | Documents, Standalone embedding, Records | Starter | Create index | |
| multilingual-e5-large | Microsoft | Dense embedding | Text | 1024 | 507 | us | Documents, Standalone embedding, Records | Starter | Create index | |
| pinecone-sparse-english-v0 | Pinecone | Sparse embedding | Text | Sparse | 2048 | us | Documents, Standalone embedding, Records | Starter | Create index | |
| cohere-rerank-4-fast | Cohere | Reranking | Text | N/A | 4096 | global | Standalone reranking, Records | Standard | ||
| bge-reranker-v2-m3 | BAAI | Reranking | Text | N/A | 1024 | us | Standalone reranking, Records | Starter | ||
| pinecone-rerank-v0 | Pinecone | Reranking | Text | N/A | 512 | us | Standalone reranking, Records | Starter | Deprecated |
Documents:The Documents API, for document indexes with integrated embedding.Standalone embedding:The standalone
/embed endpoint, which embeds text without an index.Standalone reranking:The standalone /rerank endpoint, which reranks results without an index.Records:The legacy Records API, for legacy integrated indexes created with create_index_for_model.| Model | Company | Type | Input | Dimension | Max tokens | Actions |
|---|---|---|---|---|---|---|---|
| gte-base | Alibaba | Dense embedding | Text | 768 | 512 | Create index |
| gte-large | Alibaba | Dense embedding | Text | 1024 | 512 | Create index |
| embed-english-light-v3.0 | Cohere | Dense embedding | Text | 384 | 512 | Create index |
| embed-english-v3.0 | Cohere | Dense embedding | Text | 1024 | 512 | Create index |
| embed-multilingual-v3.0 | Cohere | Dense embedding | Text | 1024 | 512 | Create index |
| all-MiniLM-L12-v2 | HuggingFace | Dense embedding | Text | 384 | 256 | Create index |
| all-mpnet-base-v2 | HuggingFace | Dense embedding | Text | 768 | 384 | Create index |
| instructor-large | HuggingFace | Dense embedding | Text | 768 | 512 | Create index |
| instructor-xl | HuggingFace | Dense embedding | Text | 768 | 512 | Create index |
| jina-clip-v2 | Jina AI | Dense embedding | Text, image | 1024 | 8192 | Create index |
| jina-embeddings-v4 | Jina AI | Dense embedding | Text, image | 2048, 128, 256, 512, 1024 | 32768 | Create index |
| CLIP-ViT-B-32-laion2B-s34B-b79K | Laion | Dense embedding | Text, image | 512 | 77 | Create index |
| e5-base-v2 | Microsoft | Dense embedding | Text | 768 | 512 | Create index |
| e5-large-v2 | Microsoft | Dense embedding | Text | 1024 | 512 | Create index |
| mistral-embed | Mistral AI | Dense embedding | Text | 1024 | 8192 | Create index |
| CLIP | OpenAI | Dense embedding | Text, image | 512, 768 | 77 | Create index |
| text-embedding-ada-002 | OpenAI | Dense embedding | Text | 1536 | 8192 | Create index |
| rerank-2 | Voyage AI | Reranking | Text | N/A | 16000 | |
| rerank-2-lite | Voyage AI | Reranking | Text | N/A | 8000 | |
| voyage-2 | Voyage AI | Dense embedding | Text | 1024 | 4000 | Create index |
| voyage-3 | Voyage AI | Dense embedding | Text | 1024 | 32000 | Create index |
| voyage-3-large | Voyage AI | Dense embedding | Text | 1024, 256, 512, 2048 | 32000 | Create index |
| voyage-3-lite | Voyage AI | Dense embedding | Text | 512 | 32000 | Create index |
| voyage-code-2 | Voyage AI | Dense embedding | Text | 1536 | 16000 | Create index |
| voyage-code-3 | Voyage AI | Dense embedding | Text | 1024, 256, 512, 2048 | 32000 | Create index |
| voyage-finance-2 | Voyage AI | Dense embedding | Text | 1024 | 32000 | Create index |
| voyage-large-2 | Voyage AI | Dense embedding | Text | 1536 | 16000 | Create index |
| voyage-law-2 | Voyage AI | Dense embedding | Text | 1024 | 16000 | Create index |
| voyage-multimodal-3 | Voyage AI | Dense embedding | Text, image | 1024 | 32000 | Create index |