PROVIDER | MODEL | DIMENSIONS | MAX TOKENS | COST/1M | MTEB | RTEB | MODALITY | QUANT | BATCHING | INPUT TYPE | CONFIG DIMS | RELEASED |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cohere | embed-v4.0 | 1,536 | 128,000 | $0.12 | 64.98 | 71.40 | T | FIB | YES | YES | NO | Apr 2025 |
| cohere | embed-english-v3.0 | 1,024 | 512 | $0.10 | 66.21 | 51.89 | T | F | YES | YES | NO | Nov 2023 |
| cohere | embed-english-light-v3.0 | 384 | 512 | $0.10 | 64.59 | — | T | F | YES | YES | NO | Nov 2023 |
| cohere | embed-multilingual-v3.0 | 1,024 | 512 | $0.10 | 66.01 | 55.43 | T | F | YES | YES | NO | Nov 2023 |
| cohere | embed-multilingual-light-v3.0 | 384 | 512 | $0.10 | 62.75 | — | T | F | YES | YES | NO | Nov 2023 |
| gemini | gemini-embedding-001 | 3,072 | 2,048 | $0.15 | 73.30 | 72.93 | T | F | YES | YES | YES | Jul 2025 |
| jinaai | jina-embeddings-v4 | 2,048 | 32,768 | $0.05 | — | 67.90 | TI | F | YES | YES | YES | Jun 2025 |
| jinaai | jina-embeddings-v3 | 1,024 | 8,194 | $0.05 | — | — | T | F | YES | YES | NO | Sep 2024 |
| jinaai | jina-code-embeddings-1.5b | 1,536 | 32,768 | $0.05 | — | — | T | F | YES | YES | YES | Sep 2025 |
| jinaai | jina-code-embeddings-0.5b | 896 | 32,768 | $0.05 | — | — | T | F | YES | YES | YES | Sep 2025 |
| jinaai | jina-embeddings-v2-base-en | 768 | 8,192 | $0.05 | 45.97 | 42.12 | T | F | YES | NO | NO | Oct 2023 |
| jinaai | jina-embeddings-v2-base-code | 768 | 8,192 | $0.05 | — | — | T | F | YES | NO | NO | Feb 2024 |
| mistral | codestral-embed-2505 | 1,536 | 32,768 | $0.15 | — | — | T | FIB | YES | NO | YES | May 2025 |
| mistral | mistral-embed | 1,024 | 8,192 | $0.01 | — | — | T | F | YES | NO | NO | Dec 2023 |
| nomic | nomic-embed-text-v1.5 | 768 | 8,192 | $0.10 | 62.20 | — | T | F | YES | YES | YES | Feb 2024 |
| nomic | nomic-embed-text-v1 | 768 | 8,192 | $0.10 | 63.60 | — | T | F | YES | YES | NO | Feb 2024 |
| openai | text-embedding-3-large | 3,072 | 8,191 | $0.13 | 79.15 | 63.33 | T | F | YES | NO | YES | Jan 2024 |
| openai | text-embedding-3-small | 1,536 | 8,191 | $0.02 | 77.56 | 56.66 | T | F | YES | NO | YES | Jan 2024 |
| openai | text-embedding-ada-002 | 1,536 | 8,191 | $0.10 | 75.79 | — | T | F | YES | NO | NO | Dec 2022 |
| voyageai | voyage-3-large | 1,024 | 32,000 | $0.18 | — | 76.34 | T | F | YES | YES | YES | Jan 2025 |
| voyageai | voyage-3.5 | 1,024 | 32,000 | $0.06 | — | 73.78 | T | FIB | YES | YES | YES | May 2025 |
| voyageai | voyage-3.5-lite | 1,024 | 32,000 | $0.02 | — | — | T | F | YES | YES | YES | May 2025 |
| voyageai | voyage-3 | 1,024 | 32,000 | $0.06 | 61.38 | — | T | F | YES | YES | YES | Sep 2024 |
| voyageai | voyage-3-lite | 1,024 | 32,000 | $0.02 | 60.44 | — | T | F | YES | YES | YES | Sep 2024 |
| voyageai | voyage-code-3 | 1,024 | 32,000 | $0.18 | 75.15 | — | T | F | YES | YES | YES | Dec 2024 |
| voyageai | voyage-finance-2 | 1,024 | 32,000 | $0.12 | 74.33 | — | T | F | YES | YES | NO | Jun 2024 |
| voyageai | voyage-law-2 | 1,024 | 16,000 | $0.12 | 75.66 | — | T | F | YES | YES | NO | Apr 2024 |
| voyageai | voyage-code-2 | 1,536 | 16,000 | $0.12 | 73.74 | — | T | F | YES | YES | NO | Jan 2024 |
| voyageai | voyage-multilingual-2 | 1,024 | 32,000 | $0.12 | 74.45 | — | T | F | YES | YES | NO | Jun 2024 |
| voyageai | voyage-multimodal-3 | 1,024 | 32,000 | $0.12 | — | — | TI | F | YES | YES | NO | Nov 2024 |