Embed 5 Pro
Cohere’s highest-quality multimodal embedding model, for indexing.
Embed 5 Pro is the quality tier of Cohere’s Embed 5, meant for indexing documents offline. Both Embed 5 tiers share one embedding space, so documents indexed with Pro can be queried with Fast. They embed text, images and mixed pages in 100+ languages with a 128K-token input, and return Matryoshka vectors from 256 to 2048 dimensions. It is on the Cohere API and cloud marketplaces, and can be self-hosted.
- Provider
- Cohere
- Type
- Embedding model
- Released
- Sep 30, 2026
- Price
- $0.12 per 1M text tokens; $0.40 per 1M image tokens
- Input
- text, image
- Output
- embedding
- Open weights
- No
Best for
- Multimodal
- Enterprise
- Long context
Strengths
- Text, image and mixed inputs
- 128K-token input
- Shares a vector space with Embed 5 Fast
More from Cohere
- Command A+ — Cohere. Cohere’s enterprise agent model with strict tool schemas.
- Embed 5 Fast — Cohere. Lower-latency, cheaper Embed 5 tier for live queries.