cohere

Cohere: Rerank 5 Pro

cohere/rerank-5-pro

Our take

AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.

Cohere: Rerank 5 Pro is described by the OpenRouter catalog as the higher-accuracy tier of Cohere's Rerank 5 reranking family, canonical ID cohere/rerank-5-pro-20261028. It accepts text input and produces reranking output, scoring and reordering candidate documents against a query for retrieval pipelines. The catalog lists a 32,768-token context length. All information here comes from the OpenRouter catalog; an independent model card was not available in this source pack, so capabilities are source-reported rather than independently measured.[1]

Strengths

Catalog-reported higher-accuracy tier within the Rerank 5 family, positioned for retrieval pipelines.[1]
The OpenRouter catalog lists a 32,768-token context length.[1]

Limitations

Evidence is catalog-only: an independent model card, benchmark results, and detailed documentation were not available in this source pack, so real-world accuracy should be validated on your workload.[1]
The catalog lists no benchmark data or supported parameters for this model.[1]

Where to use it

Editorial suggestion: ranking candidate documents against a query inside a search or RAG retrieval pipeline, matching the purpose described in the catalog.[1]
Possible fit where higher-accuracy reranking is prioritized within the Rerank 5 family, subject to validation on your workload.[1]

Sources

[1] OpenRouter catalog · Cohere: Rerank 5 ProSources checked: Nov 13, 2026

About this model

Description below is the original text supplied by OpenRouter, shown in the source language.

Rerank 5 Pro is the higher-accuracy tier of Cohere's Rerank 5 family of reranking models. It scores and reorders candidate documents against a query and is suited for retrieval pipelines...

Specifications

Model ID: cohere/rerank-5-pro
Canonical ID: cohere/rerank-5-pro-20261028
Creator: cohere
Added to OpenRouter: 03.11.2026
Context length: 32,768
Modality: text->rerank
Input modalities: text
Output modalities: rerank
Token pricing: No per-token price in the source snapshot — see OpenRouter for the billing unit
Knowledge cutoff: —
Expiration date: —

Tasks and capabilities

A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.

Task	Grade	Source-declared capability
General quality	No measurement	—
Coding	No measurement	—
Agents	No measurement	—
Writing	No measurement	—
Reasoning	No measurement	—
Document analysis	No measurement	—
Vision	No measurement	—
Image generation	No measurement	—
Audio	No measurement	—
Video	No measurement	—
Embeddings	No measurement	—

Evaluations

No evaluations are supplied for this model.

How grades work

Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.

S — S — top 10% of the cohort
A — A — next 20% of the cohort
B — B — next 30% of the cohort
C — C — below the B band

Providers

Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.

Provider	Context length	Price in /1M	Price out /1M	Latency p50 (30m, s)	Throughput p50 (30m, tok/s)	Uptime (30m)
Cohere	32,768	—	—	—	—	100%

Provider data retrieved: 13.11.2026

No published articles identify this model yet.