Cohere

Enterprise-grade LLMs for search, summarisation, and classification — built for real business workloads.

LLMs & Chat Paid Has API
Researched · Published · Reviewed
RECATOOLS Score
7.8 / 10
Capability
8
Value for money
7
Ease of use
7
ASEAN readiness
7
API quality
9
Founded
2019
HQ
Toronto, Canada
Users
1000+ enterprise customers
Launched
Jun 2026
Developer
Aidan Gomez, Nick Frosst, Ivan Zhang

Overview

Cohere is an enterprise AI company that builds large language models and NLP tools specifically designed for production business deployments. Unlike consumer-facing chatbots, Cohere focuses on three core enterprise capabilities: retrieval-augmented generation (RAG) for search, document summarisation at scale, and text classification.

The Command R+ model is Cohere's flagship, designed for RAG pipelines where it retrieves relevant documents and synthesises accurate answers while citing sources. The Embed model converts text to semantic vectors for semantic search, enabling enterprises to search documents by meaning rather than keywords. These APIs power enterprise search deployments at companies like Oracle, Salesforce, and Fujitsu.

Cohere offers a unique deployment flexibility: models can run on Cohere's cloud, on major cloud platforms (AWS, Azure, GCP), or within a customer's own private infrastructure via Cohere On-Prem. This makes it suitable for regulated industries like banking and healthcare that cannot send data to public APIs. The company has raised over $445 million in funding.

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Pricing

Pricing shown for reference only. These figures reflect RECATOOLS research as of 8 May 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.

Free
Free
Trial API credits for development

Use cases

Building semantic search over internal company documents Classifying customer support tickets by category and urgency Generating cited summaries of lengthy contracts or reports
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ASEAN Perspective

Cohere in Southeast Asia

ASEAN-region availability and pricing notes coming soon. Drop the editorial team a note via /contact/ if you can supply local context (Singapore/Malaysia/Indonesia/Thailand/Vietnam).

RECATOOLS Verdict

Cohere is a serious enterprise LLM provider whose strengths are retrieval: its Embed and Rerank models are among the best for RAG and search, and the Command family is solid for grounded business tasks. The big differentiator is deployment flexibility — VPC, on-prem and cloud-marketplace options — plus strong multilingual support, which matters for regional data-control requirements.

It is squarely developer/enterprise focused; there is no flagship consumer chatbot, and on pure frontier reasoning it trails OpenAI/Anthropic/Google. API and docs are excellent with multiple SDKs. For ASEAN enterprises needing private deployment and multilingual embeddings, Cohere is a strong, often-overlooked option; casual users should look elsewhere.

Independent AI-assisted assessment by RECATOOLS.

Notable facts

  • Cohere co-founder Aidan Gomez was a co-author of the 'Attention Is All You Need' paper that introduced the Transformer architecture, which underpins every modern LLM.
  • Cohere's models can be deployed entirely within a customer's own AWS or Azure environment, with data never leaving the enterprise boundary.
  • The company's Command R+ achieved first place on the Berkeley Function-Calling Leaderboard, outperforming GPT-4 on structured tool use tasks.

Frequently asked questions

Is Cohere free?
Cohere offers trial API credits for development. Production use is paid on a per-token basis.
What is Cohere best for?
Enterprise search powered by RAG, document classification, and summarisation at scale. Not ideal for consumer chat applications.
Can Cohere be self-hosted?
Yes. Cohere On-Prem allows deployment within your own infrastructure for maximum data control.
How does Cohere compare to OpenAI?
Cohere specialises in enterprise search and retrieval workloads with flexible deployment options. OpenAI offers more capable general-purpose models.
Does Cohere support multilingual text?
Yes. The Embed and Command R models support 100+ languages.

About this listing

Researched on
Published on
Last reviewed

This entry was compiled from publicly available data including Cohere's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Cohere unless explicitly stated.

Data accuracy

Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.

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