Embedding models
Text and multimodal embedding models for search, retrieval and RAG, compared by creator, pricing, context window and provider availability.
43 models · 26–43
| Select models to compare | Model | Released | Context | Input /M | Output /M | Parameters | Type | I/O | Openness |
|---|---|---|---|---|---|---|---|---|---|
 bge-m3BAAI | January 30, 2024 | 8K | $0.01 | $0.00 | 567M | Embeddings | text → embeddings | Open weights | |
 Text Embedding 3 LargeOpenAI | January 25, 2024 | 8K | $0.13 | $0.00 | — | Embeddings | text → embeddings | Closed | |
| Text Embedding 3 SmallOpenAI | January 25, 2024 | 8K | $0.02 | $0.00 | — | Embeddings | text → embeddings | Closed | |
 Mistral Embed 2312Mistral AI | December 11, 2023 | 8K | $0.10 | $0.00 | — | Embeddings | text → embeddings | Closed | |
 DFN5B CLIP ViT-H/14Apple | October 30, 2023 | — | — | — | — | Embeddings | text, image → embeddings | Open weights | |
| bge-large-en-v1.5BAAI | September 12, 2023 | 512 | $0.01 | $0.00 | 335M | Embeddings | text → embeddings | Open weights | |
| bge-base-en-v1.5BAAI | September 11, 2023 | 512 | $0.005 | $0.00 | 109M | Embeddings | text → embeddings | Open weights | |
| GTE-BaseThenlper | July 27, 2023 | 512 | $0.005 | $0.00 | 109M | Embeddings | text → embeddings | Open weights | |
| GTE-LargeThenlper | July 27, 2023 | 512 | $0.01 | $0.00 | 335M | Embeddings | text → embeddings | Open weights | |
| Multilingual-E5-LargeIntfloat | June 30, 2023 | 512 | $0.01 | $0.00 | 560M | Embeddings | text → embeddings | Open weights | |
| E5-Base-v2Intfloat | May 19, 2023 | 512 | $0.005 | $0.00 | 109M | Embeddings | text → embeddings | Open weights | |
| E5-Large-v2Intfloat | May 19, 2023 | 512 | $0.01 | $0.00 | 335M | Embeddings | text → embeddings | Open weights | |
| Text Embedding Ada 002OpenAI | December 15, 2022 | 8K | $0.10 | $0.00 | — | Embeddings | text → embeddings | Closed | |
 all-MiniLM-L12-v2Sentence Transformers | August 30, 2021 | 512 | $0.005 | $0.00 | 33.36M | Embeddings | text → embeddings | Open weights | |
| all-MiniLM-L6-v2Sentence Transformers | August 30, 2021 | 512 | $0.005 | $0.00 | 22.71M | Embeddings | text → embeddings | Open weights | |
| all-mpnet-base-v2Sentence Transformers | August 30, 2021 | 512 | $0.005 | $0.00 | 109M | Embeddings | text → embeddings | Open weights | |
| multi-qa-mpnet-base-dot-v1Sentence Transformers | August 23, 2021 | 512 | $0.005 | $0.00 | 109M | Embeddings | text → embeddings | Open weights | |
| paraphrase-MiniLM-L6-v2Sentence Transformers | May 19, 2021 | 512 | $0.005 | $0.00 | 22.71M | Embeddings | text → embeddings | Open weights |