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| Provider | Model | Dimensions | Max Tokens | Cost/1M | MTEB | RTEB | Modality | Quant | Input Type | Config Dims | Released |
|---|---|---|---|---|---|---|---|---|---|---|---|
| cloudflare | @cf/baai/bge-small-en-v1.5 | 384 | 512 | $0.02 | 64.30 | 47.26 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-base-en-v1.5 | 768 | 512 | $0.07 | 65.14 | 50.63 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-large-en-v1.5 | 1,024 | 512 | $0.20 | 65.89 | 51.61 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-m3 | 1,024 | 8,194 | $0.01 | — | 54.33 | T | F | No | No | Jan 2024 |
| cloudflare | @cf/qwen/qwen3-embedding-0.6b | 1,024 | 32,768 | $0.01 | 70.47 | — | T | F | No | No | … |
| Provider | Model | Dimensions | Max Tokens | Cost/1M | MTEB | RTEB | Modality | Quant | Input Type | Config Dims | Released |
|---|---|---|---|---|---|---|---|---|---|---|---|
| cloudflare | @cf/baai/bge-small-en-v1.5 | 384 | 512 | $0.02 | 64.30 | 47.26 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-base-en-v1.5 | 768 | 512 | $0.07 | 65.14 | 50.63 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-large-en-v1.5 | 1,024 | 512 | $0.20 | 65.89 | 51.61 | T | F | No | No | Sep 2023 |
| cloudflare | @cf/baai/bge-m3 | 1,024 | 8,194 | $0.01 | — | 54.33 | T | F | No | No | Jan 2024 |
| cloudflare | @cf/qwen/qwen3-embedding-0.6b | 1,024 | 32,768 | $0.01 | 70.47 | — | T | F | No | No | Jun 2025 |
| cloudflare | @cf/google/embeddinggemma-300m | 768 | 2,048 | $0.01 | 69.67 | — | T | F | No | No | Mar 2025 |
| cloudflare | @cf/pfnet/plamo-embedding-1b | 1,024 | 512 | $0.02 | — | — | T | F | No | No | Oct 2024 |
| cohere | embed-v4.0 | 1,536 | 128,000 | $0.12 | 64.98 | 71.40 | T | FIB | Yes | No | Apr 2025 |
| cohere | embed-english-v3.0 | 1,024 | 512 | $0.10 | 66.21 | 51.89 | T | F | Yes | No | Nov 2023 |
| cohere | embed-english-light-v3.0 | 384 | 512 | $0.10 | 64.59 | — | T | F | Yes | No | Nov 2023 |
| cohere | embed-multilingual-v3.0 | 1,024 | 512 | $0.10 | 66.01 | 55.43 | T | F | Yes | No | Nov 2023 |
| cohere | embed-multilingual-light-v3.0 | 384 | 512 | $0.10 | 62.75 | — | T | F | Yes | No | Nov 2023 |
| deepinfra | Qwen/Qwen3-Embedding-8B | 4,096 | 32,768 | $0.01 | 75.23 | 73.15 | T | F | No | Yes | Jun 2025 |
| deepinfra | Qwen/Qwen3-Embedding-4B | 2,560 | 32,768 | $0.02 | 74.61 | — | T | F | No | Yes | Jun 2025 |
| deepinfra | Qwen/Qwen3-Embedding-0.6B | 1,024 | 32,768 | $0.01 | 70.47 | — | T | F | No | Yes | Jun 2025 |
| deepinfra | BAAI/bge-m3 | 1,024 | 8,194 | $0.01 | — | 54.33 | T | F | No | Yes | Jan 2024 |
| deepinfra | BAAI/bge-base-en-v1.5 | 768 | 512 | $0.01 | 65.14 | 50.63 | T | F | No | Yes | Sep 2023 |
| deepinfra | BAAI/bge-large-en-v1.5 | 1,024 | 512 | $0.01 | 65.89 | 51.61 | T | F | No | Yes | Sep 2023 |
| deepinfra | BAAI/bge-en-icl | 4,096 | 32,768 | $0.01 | — | — | T | F | No | Yes | Sep 2024 |
| deepinfra | intfloat/e5-base-v2 | 768 | 512 | $0.01 | 62.67 | — | T | F | No | Yes | Jun 2023 |
| deepinfra | intfloat/e5-large-v2 | 1,024 | 514 | $0.01 | 62.79 | — | T | F | No | Yes | Jun 2023 |
| deepinfra | intfloat/multilingual-e5-large | 1,024 | 514 | $0.01 | — | — | T | F | No | Yes | Jan 2024 |
| deepinfra | sentence-transformers/all-MiniLM-L6-v2 | 384 | 256 | $0.01 | 59.03 | 44.55 | T | F | No | Yes | Aug 2021 |
| deepinfra | sentence-transformers/all-MiniLM-L12-v2 | 384 | 256 | $0.01 | — | 44.95 | T | F | No | Yes | Aug 2021 |
| deepinfra | sentence-transformers/all-mpnet-base-v2 | 768 | 384 | $0.01 | — | 49.79 | T | F | No | Yes | Aug 2021 |
| deepinfra | thenlper/gte-base | 768 | 512 | $0.01 | 63.90 | — | T | F | No | Yes | Aug 2023 |
| deepinfra | thenlper/gte-large | 1,024 | 512 | $0.01 | 64.77 | — | T | F | No | Yes | Aug 2023 |
| deepinfra | google/embeddinggemma-300m | 768 | 2,048 | $0.00 | 69.67 | — | T | F | No | Yes | Mar 2025 |
| gemini | gemini-embedding-001 | 3,072 | 2,048 | $0.15 | 73.30 | 72.93 | T | F | Yes | Yes | Jul 2025 |
| jinaai | jina-embeddings-v4 | 2,048 | 32,768 | $0.05 | — | 67.90 | TI | F | Yes | Yes | Jun 2025 |
| jinaai | jina-embeddings-v3 | 1,024 | 8,194 | $0.05 | — | — | T | F | Yes | No | Sep 2024 |
| jinaai | jina-code-embeddings-1.5b | 1,536 | 32,768 | $0.05 | — | — | T | F | Yes | Yes | Sep 2025 |
| jinaai | jina-code-embeddings-0.5b | 896 | 32,768 | $0.05 | — | — | T | F | Yes | Yes | Sep 2025 |
| jinaai | jina-embeddings-v2-base-en | 768 | 8,192 | $0.05 | 45.97 | 42.12 | T | F | No | No | Oct 2023 |
| jinaai | jina-embeddings-v2-base-code | 768 | 8,192 | $0.05 | — | — | T | F | No | No | Feb 2024 |
| mistral | codestral-embed-2505 | 1,536 | 32,768 | $0.15 | — | — | T | FIB | No | Yes | May 2025 |
| mistral | mistral-embed | 1,024 | 8,192 | $0.01 | — | — | T | F | No | No | Dec 2023 |
| mixedbread | mxbai-embed-large-v1 | 1,024 | 512 | $0.01 | 66.26 | 50.39 | T | FIB | Yes | Yes | Mar 2024 |
| mixedbread | mxbai-embed-2d-large-v1 | 768 | 512 | $0.01 | — | — | T | F | Yes | Yes | Jun 2024 |
| mixedbread | deepset-mxbai-embed-de-large-v1 | 1,024 | 512 | $0.01 | — | — | T | F | Yes | Yes | May 2024 |
| mixedbread | mxbai-embed-xsmall-v1 | 384 | 512 | $0.01 | — | — | T | FB | Yes | Yes | Aug 2024 |
| nomic | nomic-embed-text-v1.5 | 768 | 8,192 | $0.10 | 62.20 | — | T | F | Yes | Yes | Feb 2024 |
| nomic | nomic-embed-text-v1 | 768 | 8,192 | $0.10 | 63.60 | — | T | F | Yes | No | Feb 2024 |
| openai | text-embedding-3-large | 3,072 | 8,191 | $0.13 | 79.15 | 63.33 | T | F | No | Yes | Jan 2024 |
| openai | text-embedding-3-small | 1,536 | 8,191 | $0.02 | 77.56 | 56.66 | T | F | No | Yes | Jan 2024 |
| openai | text-embedding-ada-002 | 1,536 | 8,191 | $0.10 | 75.79 | — | T | F | No | No | Dec 2022 |
| togetherai | BAAI/bge-base-en-v1.5 | 768 | 512 | $0.01 | 65.14 | 50.63 | T | F | No | No | Sep 2023 |
| togetherai | BAAI/bge-large-en-v1.5 | 1,024 | 512 | $0.02 | 65.89 | 51.61 | T | F | No | No | Sep 2023 |
| togetherai | BAAI/bge-m3 | 1,024 | 8,194 | $0.02 | — | 54.33 | T | F | No | No | Jan 2024 |
| togetherai | WhereIsAI/UAE-Large-V1 | 1,024 | 512 | $0.02 | 66.40 | 50.65 | T | F | No | No | Oct 2023 |
| togetherai | togethercomputer/m2-bert-80M-8k-retrieval | 768 | 8,192 | $0.01 | — | — | T | F | No | No | Jan 2024 |
| togetherai | Alibaba-NLP/gte-Qwen2-7B-instruct | 3,584 | 32,768 | $0.02 | 70.72 | — | T | F | No | No | Jun 2024 |
| togetherai | Alibaba-NLP/gte-modernbert-base | 768 | 8,192 | $0.08 | — | — | T | F | No | No | Nov 2024 |
| voyageai | voyage-3-large | 1,024 | 32,000 | $0.18 | — | 76.34 | T | F | Yes | Yes | Jan 2025 |
| voyageai | voyage-3.5 | 1,024 | 32,000 | $0.06 | — | 73.78 | T | FIB | Yes | Yes | May 2025 |
| voyageai | voyage-3.5-lite | 1,024 | 32,000 | $0.02 | — | — | T | F | Yes | Yes | May 2025 |
| voyageai | voyage-3 | 1,024 | 32,000 | $0.06 | 61.38 | — | T | F | Yes | Yes | Sep 2024 |
| voyageai | voyage-3-lite | 1,024 | 32,000 | $0.02 | 60.44 | — | T | F | Yes | Yes | Sep 2024 |
| voyageai | voyage-code-3 | 1,024 | 32,000 | $0.18 | 75.15 | — | T | F | Yes | Yes | Dec 2024 |
| voyageai | voyage-finance-2 | 1,024 | 32,000 | $0.12 | 74.33 | — | T | F | Yes | No | Jun 2024 |
| voyageai | voyage-law-2 | 1,024 | 16,000 | $0.12 | 75.66 | — | T | F | Yes | No | Apr 2024 |
| voyageai | voyage-code-2 | 1,536 | 16,000 | $0.12 | 73.74 | — | T | F | Yes | No | Jan 2024 |
| voyageai | voyage-multilingual-2 | 1,024 | 32,000 | $0.12 | 74.45 | — | T | F | Yes | No | Jun 2024 |
| voyageai | voyage-multimodal-3 | 1,024 | 32,000 | $0.12 | — | — | TI | F | Yes | No | Nov 2024 |