# Mixedbread (mxbai) alternatives

The highest-scoring alternative to Mixedbread (mxbai) in Embeddings Apis is **Cohere Embed** (69/100), against Mixedbread (mxbai)'s 74/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Cohere Embed](https://www.vioscale.ai/software/cohere-embed) | 69 | 45% (low) | [Mixedbread (mxbai) vs Cohere Embed](https://www.vioscale.ai/compare/cohere-embed-vs-mixedbread-mxbai) |
| 2 | [BAAI FlagEmbedding](https://www.vioscale.ai/software/baai-flagembedding) | 59 | 27% (low) | [Mixedbread (mxbai) vs BAAI FlagEmbedding](https://www.vioscale.ai/compare/baai-flagembedding-vs-mixedbread-mxbai) |
| 3 | [Amazon Bedrock Titan Embeddings](https://www.vioscale.ai/software/amazon-bedrock-titan-embeddings) | 58 | 21% (low) | [Mixedbread (mxbai) vs Amazon Bedrock Titan Embeddings](https://www.vioscale.ai/compare/amazon-bedrock-titan-embeddings-vs-mixedbread-mxbai) |
| 4 | [sentence-transformers](https://www.vioscale.ai/software/sentence-transformers) | 56 | 32% (low) | [Mixedbread (mxbai) vs sentence-transformers](https://www.vioscale.ai/compare/mixedbread-mxbai-vs-sentence-transformers) |
| 5 | [Jina Embeddings](https://www.vioscale.ai/software/jina-embeddings) | 51 | 36% (low) | [Mixedbread (mxbai) vs Jina Embeddings](https://www.vioscale.ai/compare/jina-embeddings-vs-mixedbread-mxbai) |
| 6 | [FastEmbed](https://www.vioscale.ai/software/fastembed) | 47 | 31% (low) | [Mixedbread (mxbai) vs FastEmbed](https://www.vioscale.ai/compare/fastembed-vs-mixedbread-mxbai) |
| 7 | [Google Vertex AI Text Embeddings](https://www.vioscale.ai/software/google-vertex-ai-text-embeddings) | 44 | 36% (low) | [Mixedbread (mxbai) vs Google Vertex AI Text Embeddings](https://www.vioscale.ai/compare/google-vertex-ai-text-embeddings-vs-mixedbread-mxbai) |
| 8 | [Voyage AI](https://www.vioscale.ai/software/voyage-ai) | 42 | 20% (low) | [Mixedbread (mxbai) vs Voyage AI](https://www.vioscale.ai/compare/mixedbread-mxbai-vs-voyage-ai) |
| 9 | [Nomic Embed](https://www.vioscale.ai/software/nomic-embed) | 30 | 36% (low) | [Mixedbread (mxbai) vs Nomic Embed](https://www.vioscale.ai/compare/mixedbread-mxbai-vs-nomic-embed) |

Mixedbread (mxbai) itself ranks #1 of 10 in Embeddings Apis.

---
*Source: Vioscale (https://www.vioscale.ai/alternatives/mixedbread-mxbai). Generated 2026-09-01T16:45:23.743Z.*