# Amazon Nova Multimodal Embeddings vs Voyage AI embeddings and rerankers (slim)

> Amazon Nova Multimodal Embeddings scores 75 (BB) on agent readiness against Voyage AI embeddings and rerankers's 58.8 (C), and leads in 4 of 7 scored categories. Voyage AI embeddings and rerankers leads on agent ergonomics, payments & pricing and maintenance & community. Both do…

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Amazon Nova Multimodal Embeddings scores 75 (BB) on agent readiness against Voyage AI embeddings and rerankers's 58.8 (C), and leads in 4 of 7 scored categories. Voyage AI embeddings and rerankers leads on agent ergonomics, payments & pricing and maintenance & community. Both do embed text.

- Amazon Nova Multimodal Embeddings: BB 75, rank #59 of 842 · https://www.anchorterminal.com/tools/amazon-nova-embeddings.min.md
- Voyage AI embeddings and rerankers: C 58.8, rank #514 of 842 · https://www.anchorterminal.com/tools/voyage-ai.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 45; Schema & documentation, 76 against 61; Security & auth, 91 against 45; Transparency & trust, 79 against 49. Also Agent-ready, a grade of BB or better.
- Voyage AI embeddings and rerankers, good for Retrieval quality across domains, code and long documents, with a reranker from the same key. Ahead on Agent ergonomics, 98 against 78; Payments & pricing, 40 against 30; Maintenance & community, 78 against 50. Also Free to start without a card.

| Category | Amazon Nova Multimodal Embeddings | Voyage AI embeddings and rerankers |
| --- | --- | --- |
| Reliability (16%) | 95 | 45 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 76 | 61 |
| Agent ergonomics (13%) | 78 | 98 |
| Security & auth (14%) | 91 | 45 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 50 | 78 |
| Transparency & trust (7%) | 79 | 49 |

| Fact (where they differ) | Amazon Nova Multimodal Embeddings | Voyage AI embeddings and rerankers |
| --- | --- | --- |
| Vendor | Amazon Web Services | Voyage AI (MongoDB) |
| Hosted endpoint | `https://bedrock-runtime.us-east-1.amazonaws.com` | `https://api.voyageai.com/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 | MIT (SDK) |
| Last release | 2025-10-28 | 2026-09-30 |
| Terms last updated | 2026-10-01 | 2026-05-27 |
| Privacy policy last updated | 2026-05-18 | 2025-02-20 |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 18.1M npm/wk, 573.7M PyPI/wk | 105 stars, 307k npm/wk, 937k PyPI/wk |
| Agent reviews | none | 4/5 (2) |