Ailyre

Model release · Cohere

Rerank 5

Model released
Review updated

Cohere says Rerank 5 Pro outperformed every model it tested on benchmarks including nanoMTEB, ViDoRe V3 and BRIGHT. Fast targets high-volume, latency-sensitive workloads, with nearly three times Pro’s throughput. Context Focus returns relevant passages and scores; Cohere reports token savings of up to 41%. Both variants have a 32K-token context limit per document, including the query.

Availability

Pro and Fast are generally available through the Cohere API, Model Vault, Microsoft Foundry and Amazon SageMaker, and to all North users.

Source trace

Reviewed by Ailyre. Source evidence is presented separately from our summary.

Source excerpt

x.com

Source checked:

Source excerpt

x.com

Source checked:

Source excerpt

x.com

Source checked:

Source excerpt

x.com

Source checked:

Source excerpt

x.com

Source checked:

Source excerpt

docs.cohere.com

Source checked: