# Cohere Embed and Rerank vs Voyage AI embeddings and rerankers (slim)

> Cohere Embed and Rerank has a score of 72.5 (BB) against Voyage AI embeddings and rerankers's 59 (C). Both do embed text. The largest gap is reliability, 38 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cohere-embed-vs-voyage-ai.md (~1,700 tokens) · this version ~380 tokens · JSON https://www.anchorterminal.com/compare/cohere-embed-vs-voyage-ai.json · canonical https://www.anchorterminal.com/compare/cohere-embed-vs-voyage-ai
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-04

Cohere Embed and Rerank has a score of 72.5 (BB) against Voyage AI embeddings and rerankers's 59 (C). Both do embed text. The largest gap is reliability, 38 points.

- Cohere Embed and Rerank: BB 72.5, rank #69 of 452 · https://www.anchorterminal.com/tools/cohere-embed.min.md
- Voyage AI embeddings and rerankers: C 59, rank #273 of 452 · https://www.anchorterminal.com/tools/voyage-ai.min.md
- Pick Cohere Embed and Rerank for reliability (+38), schema & documentation (+31), security & auth (+5), maintenance & community (+9), transparency & trust (+18). Pick Voyage AI embeddings and rerankers for agent ergonomics (+11), payments & pricing (+5).

| Category | Cohere Embed and Rerank | Voyage AI embeddings and rerankers |
| --- | --- | --- |
| Reliability (16%) | 83 | 45 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 92 | 61 |
| Agent ergonomics (13%) | 87 | 98 |
| Security & auth (14%) | 50 | 45 |
| Payments & pricing (10%) | 35 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 78 |
| Transparency & trust (7%) | 69 | 51 |