3
Coding
Not its main focus; adequate for enterprise automation.
Cohere: what it is and what it is best at
Enterprise-focused language models built for search, retrieval and private deployment.
The short version
At a glance
Made byCohere
CategoryModel makers
Strongest atprivacy & control, data & analytics, writing & documents
NameTo cohere is to hold together, a fitting name for models used to connect enterprise knowledge.
Overview
What Cohere is
Cohere builds language models for businesses, with a focus on retrieval, search, multilingual use and deployment in a customer's own cloud or data centre.
Its Command A+ model, released with open weights, is aimed at organizations that need sovereignty and control.
Current models. Public reports describe Command A+ (May 2026), a 218B-parameter mixture-of-experts model under Apache 2.0, and a planned combination with Aleph Alpha announced in April 2026.
Where it is strong
Capability profile
Scores are Halden’s editorial view of typical fit on a 0–5 scale. They are not benchmark results and will differ by task, model version and plan: test on your own work.
Coding, analytics, documents, research
How it performs by task
4
Analysis & analytics
Strong in retrieval and structured extraction over private data.
4
Documentation & writing
Reliable enterprise drafting and translation across many languages.
4
Research
Excellent when grounded in your own documents.
Practical tips
Get more from Cohere
- Start with a retrieval use case on documents you already trust.
- Include security and legal teams early.
- Evaluate private deployment options.
Watch-outs
- Requires more setup than a consumer assistant.
- Specifications from secondary coverage should be checked on Cohere's model cards.
What has changed recently
Latest news and releases
- Command A+ released as open weights
Reported as a 218B mixture-of-experts model that can run on two H100 GPUs.
Source: Standard-Journal / Business Wire - Cohere and Aleph Alpha plan to combine
Reports say Cohere agreed to combine operations with Aleph Alpha.
Source: Systems Analysis
Compiled on October 9, 2026 from public reporting, much of it secondary. Dates, names and specifications can change, so confirm on Cohere’s own site before you rely on them.
Go deeper
How-to guides for Cohere and similar tools
September 16, 2026 · 3 min readHow to choose an AI assistant for your teamWith dozens of assistants available, the right choice is the one that fits your work, your information rules and your people. A structured trial beats a feature chart.October 4, 2026 · 3 min readTen questions to ask an AI vendor before you signA good demo shows what a product can do. These questions show what it will do inside your organization, with your data, on an ordinary day.October 9, 2026 · 3 min readAn AI policy for small teams: one page that people will actually readA useful AI policy is short enough to remember and specific enough to use on a Tuesday afternoon. Here is a one-page structure that works for growing teams.
Keep exploring
Compare with other tools
FAQ
Cohere: common questions
Who uses Cohere?
Enterprises and public bodies that want control over deployment.
Is Cohere open?
Command A+ has been reported as open-weight under Apache 2.0.
What is it best for?
Search, retrieval and multilingual enterprise work.
A next step
Choose tools on evidence from your own work.
Run a short pilot with the people who will use Cohere, measure the result, and decide with data, not hype.