WorkLLM

Vs

Claude Enterprise

Claude Enterprise is an enterprise AI offering focused on high-quality reasoning, long-context understanding, and privacy-forward deployment. WorkLLM is an enterprise AI workspace built for teams — where shared context, collaboration, and AI come together to support real work, not just conversations.

This page helps you decide which one fits your team best.

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What each product is best at

Start here if you just want the essence before the big table.

Claude

Claude Enterprise

Enterprise access to Claude with a focus on thoughtful responses, long documents, and careful reasoning. Well suited for reading, summarizing, drafting, and analysis where quality and safety matter.

WorkLLM

A multi-LLM AI workspace built for teams — with shared context, collaboration, role-based AI Assistants, AI Tools, and context-aware AI Agents that help teams move work from idea to execution.

The difference?

Claude Enterprise is an enterprise-grade AI assistant. WorkLLM is an AI operating layer where work, context, and execution stay connected.

Full Comparison
Primary purpose Secure enterprise access to Claude for reasoning, writing, and analysis Shared AI workspace designed around real enterprise workflows
Multi-LLM support Claude models only 300+ AI models optimized by task type, strength, and cost
Context & memory Context persists within Projects (folders) via chats, files, and instructions Persistent, shared context across conversations, tools, and team activity
Collaboration Limited collaboration via shared chats and Projects Full workspace collaboration with shared chats, comments on AI responses, and group conversations
AI Assistants No dedicated assistants Dedicated RAG-powered AI Assistants trained on company or team knowledge (i.e. HR Assistant, Sales Assistant, etc.)
AI Tools Prompt-based interactions Pre-built and customizable AI Tools that generate consistent, professional outputs with built-in context (i.e. Blog Writer, Social Post Generator, etc.)
AI Agents Task-oriented agents initiated by user prompts Context-aware AI Agents that monitor events, make decisions, and take action across connected tools. (i.e. Weekly Summary report, Auto Lead follow up, etc.)
Integrations & app capabilities Limited native integrations, primarily focused on document and chat workflows Deep, workflow-oriented integrations designed for cross-tool execution
Prompt builder & library Manual prompt creation and reuse Central Prompt Builder with a shared Prompt Library
Reporting & analytics Enterprise admin insights and usage metrics Detailed reports on usage, adoption, and activity by team and user
Tenant model Dedicated enterprise tenant Separate tenant per organization
Security & controls Enterprise-grade security and privacy controls aligned with organizational compliance requirements Enterprise-ready security with workspace isolation and governance
Pricing Enterprise contract (custom pricing) $20/user/month (Basic) and $30/user/month (Pro); 10% discount on annual plans

Disclaimer: Information about Claude Enterprise is based on publicly available documentation and product information as of January 2026. Features, pricing, and capabilities may change over time.

When To Choose Which

Start here if you just want the essence before the big table.

Choose ChatGPT Business if...

You want high-quality reasoning and long-document understanding
AI usage is primarily conversational and document-centric
You only use Claude AI models
You want an enterprise-secure LLM chat with minimal workflow change

Choose WorkLLM if...

You use multiple AI models, not just Claude
Your teams need to work together on AI outputs
You don’t want to re-explain background and decisions every time AI is used
You want AI to help finish work, not just generate drafts — through AI Assistants, AI Tools, and AI Agents

Happy Customers

Customer satisfaction is our major goal. See what our customers are saying about us.

“Vivamus sagittis lacus vel augue laoreet rutrum faucibus dolor auctor. Vestibulum id ligula porta felis euismod semper. Cras justo odio dapibus facilisis sociis natoque penatibus.”

Coriss Ambady <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Coriss Ambady

Financial Analyst ABC.com

“Vivamus sagittis lacus vel augue laoreet rutrum faucibus dolor auctor. Vestibulum id ligula porta felis euismod semper. Cras justo odio dapibus facilisis sociis natoque penatibus.”

Cory Zamora <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Cory Zamora

Marketing Specialist ABC.com

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Nikolas Brooten <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Nikolas Brooten

Sales Specialist Financial Analyst ABC.com

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Coriss Ambady <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Coriss Ambady

Financial Analyst Financial Analyst ABC.com

“Vivamus sagittis lacus vel augue laoreet rutrum faucibus dolor auctor. Vestibulum id ligula porta felis euismod semper. Cras justo odio dapibus facilisis sociis natoque penatibus.”

Jackie Sanders <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Jackie Sanders

Investment Planner Financial Analyst ABC.com

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Laura Widerski <a href="#"><svg height="20" viewBox="0 0 72 72" width="20" xmlns="http://www.w3.org/2000/svg"><g fill="none" fill-rule="evenodd"><path d="M8,72 L64,72 C68.418278,72 72,68.418278 72,64 L72,8 C72,3.581722 68.418278,-8.11624501e-16 64,0 L8,0 C3.581722,8.11624501e-16 -5.41083001e-16,3.581722 0,8 L0,64 C5.41083001e-16,68.418278 3.581722,72 8,72 Z" fill="#007EBB"></path><path d="M62,62 L51.315625,62 L51.315625,43.8021149 C51.315625,38.8127542 49.4197917,36.0245323 45.4707031,36.0245323 C41.1746094,36.0245323 38.9300781,38.9261103 38.9300781,43.8021149 L38.9300781,62 L28.6333333,62 L28.6333333,27.3333333 L38.9300781,27.3333333 L38.9300781,32.0029283 C38.9300781,32.0029283 42.0260417,26.2742151 49.3825521,26.2742151 C56.7356771,26.2742151 62,30.7644705 62,40.051212 L62,62 Z M16.349349,22.7940133 C12.8420573,22.7940133 10,19.9296567 10,16.3970067 C10,12.8643566 12.8420573,10 16.349349,10 C19.8566406,10 22.6970052,12.8643566 22.6970052,16.3970067 C22.6970052,19.9296567 19.8566406,22.7940133 16.349349,22.7940133 Z M11.0325521,62 L21.769401,62 L21.769401,27.3333333 L11.0325521,27.3333333 L11.0325521,62 Z" fill="#FFF"></path></g></svg></a>
Laura Widerski

Sales Specialist Financial Analyst ABC.com

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