# Cohere Embed and Rerank vs OpenAI embeddings (slim)

> OpenAI embeddings has a score of 73.4 (BB) against Cohere Embed and Rerank's 72.5 (BB). Both do embed text. The largest gap is security & auth, 45 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cohere-embed-vs-openai-embeddings.md (~1,600 tokens) · this version ~380 tokens · JSON https://www.anchorterminal.com/compare/cohere-embed-vs-openai-embeddings.json · canonical https://www.anchorterminal.com/compare/cohere-embed-vs-openai-embeddings
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05

OpenAI embeddings has a score of 73.4 (BB) against Cohere Embed and Rerank's 72.5 (BB). Both do embed text. The largest gap is security & auth, 45 points.

- Cohere Embed and Rerank: BB 72.5, rank #69 of 452 · https://www.anchorterminal.com/tools/cohere-embed.min.md
- OpenAI embeddings: BB 73.4, rank #59 of 452 · https://www.anchorterminal.com/tools/openai-embeddings.min.md
- Pick Cohere Embed and Rerank for reliability (+18), payments & pricing (+5), maintenance & community (+27). Pick OpenAI embeddings for security & auth (+45), transparency & trust (+19).

| Category | Cohere Embed and Rerank | OpenAI embeddings |
| --- | --- | --- |
| Reliability (16%) | 83 | 65 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 92 | 89 |
| Agent ergonomics (13%) | 87 | 90 |
| Security & auth (14%) | 50 | 95 |
| Payments & pricing (10%) | 35 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 60 |
| Transparency & trust (7%) | 69 | 88 |