# Embeddings Apis

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Mixedbread (mxbai)](https://www.vioscale.ai/software/mixedbread-mxbai) | 73.8 | 35% (low) | - |
| 2 | [Cohere Embed](https://www.vioscale.ai/software/cohere-embed) | 69.1 | 45% (low) | - |
| 3 | [BAAI FlagEmbedding](https://www.vioscale.ai/software/baai-flagembedding) | 58.6 | 27% (low) | - |
| 4 | [Amazon Bedrock Titan Embeddings](https://www.vioscale.ai/software/amazon-bedrock-titan-embeddings) | 57.5 | 21% (low) | - |
| 5 | [sentence-transformers](https://www.vioscale.ai/software/sentence-transformers) | 56 | 32% (low) | - |
| 6 | [Jina Embeddings](https://www.vioscale.ai/software/jina-embeddings) | 50.9 | 36% (low) | - |
| 7 | [FastEmbed](https://www.vioscale.ai/software/fastembed) | 46.6 | 31% (low) | - |
| 8 | [Google Vertex AI Text Embeddings](https://www.vioscale.ai/software/google-vertex-ai-text-embeddings) | 43.9 | 36% (low) | - |
| 9 | [Voyage AI](https://www.vioscale.ai/software/voyage-ai) | 41.6 | 20% (low) | - |
| 10 | [Nomic Embed](https://www.vioscale.ai/software/nomic-embed) | 29.6 | 36% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/embeddings-apis).*