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Rerank 5 Fast

Rerank 5 Fast is optimized for low latency and high throughput, including high-volume search and agents that run many searches per task. It supports over 100 languages, a 32k-token context window, and optional Context Focus, which returns relevant passages as scored character spans.

What it does

Use it to rank documents in high-volume or latency-sensitive search and retrieval workflows.

Availability
Rerank API, Microsoft Foundry, Amazon SageMaker, and Model Vault
Pricing model
Standard Vault pricing
Deployment
Private deployments in your own VPC or on-premises available by contacting sales
Privacy
Not established
Licence
Not established
Capability
rerankingretrieval
Modality
text
Access
API
Deployment
hostedprivate cloudon-premises
Pricing
unknown
Target user
developerenterprise

Evidence

5 claims
  • Rerank 5 Fast is optimized for low latency and high throughput, particularly for high-volume search and agents that run many searches per task. [1] [2]
    rerank-v5.0-fast : Optimized for low latency and high throughput, particularly for high-volume search and agents that run many searches per task.
    Cohere. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Rerank 5 Fast outperforms the previous-generation Rerank 4 Pro model. [1] [2]
    Rerank 5 Fast brings that quality to latency- and cost-sensitive workloads, and outperforms our previous-generation Rerank 4 Pro model.
    Cohere. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Rerank 5 supports over 100 languages and has a 32k-token context window.
  • Context Focus can return relevant passages within each document as scored character spans in the same Rerank call.
  • Rerank 5 Fast is available through the Rerank API, Microsoft Foundry, Amazon SageMaker, and Cohere Model Vault. [2]

Sources

2
1
CohereOwner-controlled
https://docs.cohere.com/changelog#2026-10-21 Retrieved 2026-10-28 00:51 UTC
Verified
2
CohereOwner-controlled
https://cohere.com/blog/rerank-5 Retrieved 2026-10-28 00:51 UTC
Verified

Versions

2
VersionEffectiveChangeChanged fieldsState
22026-10-26 01:59 UTCconfidence upgradescoreCurrent
12026-10-21 05:23 UTCpublicationNoneCurrent

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.