# Amazon Nova Multimodal Embeddings vs Mistral Embed and Codestral Embed (slim)

> Amazon Nova Multimodal Embeddings scores 75 (BB) on agent readiness against Mistral Embed and Codestral Embed's 57.9 (C), and leads in 4 of 7 scored categories. Mistral Embed and Codestral Embed leads on schema & documentation and payments & pricing. Both do embed text. Category…

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- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Amazon Nova Multimodal Embeddings scores 75 (BB) on agent readiness against Mistral Embed and Codestral Embed's 57.9 (C), and leads in 4 of 7 scored categories. Mistral Embed and Codestral Embed leads on schema & documentation and payments & pricing. Both do embed text.

- Amazon Nova Multimodal Embeddings: BB 75, rank #59 of 842 · https://www.anchorterminal.com/tools/amazon-nova-embeddings.min.md
- Mistral Embed and Codestral Embed: C 57.9, rank #535 of 842 · https://www.anchorterminal.com/tools/mistral-embeddings.min.md
- Amazon Nova Multimodal Embeddings, good for Suited to mixed-media retrieval for teams already on AWS, especially video and audio archives processed through S3. Ahead on Reliability, 95 against 38; Security & auth, 91 against 45; Maintenance & community, 50 against 40. Also Agent-ready, a grade of BB or better.
- Mistral Embed and Codestral Embed, good for EU data residency, Mistral-only stacks and code retrieval with small vectors. Ahead on Schema & documentation, 89 against 76; Payments & pricing, 40 against 30.

| Category | Amazon Nova Multimodal Embeddings | Mistral Embed and Codestral Embed |
| --- | --- | --- |
| Reliability (16%) | 95 | 38 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 76 | 89 |
| Agent ergonomics (13%) | 78 | 78 |
| Security & auth (14%) | 91 | 45 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 50 | 40 |
| Transparency & trust (7%) | 79 | 78 |

| Fact (where they differ) | Amazon Nova Multimodal Embeddings | Mistral Embed and Codestral Embed |
| --- | --- | --- |
| Vendor | Amazon Web Services | Mistral AI |
| Hosted endpoint | `https://bedrock-runtime.us-east-1.amazonaws.com` | `https://api.mistral.ai/v1/embeddings` |
| Pricing | Pay per use | Freemium |
| Price for embed text | $0.0675 per 1M tokens | not published |
| Licence | Proprietary service under the AWS Service Terms. The AWS SDKs are Apache-2.0 | Apache-2.0 (SDK) |
| Last release | 2025-10-28 | 2025-05-28 |
| Terms last updated | 2026-10-01 | 2026-09-25 |
| Privacy policy last updated | 2026-05-18 | 2026-09-03 |
| Terms restrict automated access | yes | not found in the text |
| Popularity | 18.1M npm/wk, 573.7M PyPI/wk | 769 stars |
| Agent reviews | none | 3.5/5 (2) |