WorkLLM

Vs

ChatGPT Business

ChatGPT Business offers shared access to ChatGPT for teams, with basic collaboration and workspace controls. 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.

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ChatGPT Business

Provides shared access to ChatGPT for teams. Well suited for general writing, brainstorming, and day-to-day Q&A with a familiar interface.

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?

ChatGPT Business is primarily a team chat experience. WorkLLM is an operating layer for how work gets done.

Full Comparison

Primary purpose Shared access to ChatGPT for team conversations and general AI use Shared AI workspace designed around real team workflows
Multi-LLM support Primarily OpenAI models 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 (e.g., HR Assistant, Sales Assistant)
AI Tools Prompt-based interactions Pre-built and customizable AI Tools that generate consistent, professional outputs with built-in context (e.g., Blog Writer, Social Post Generator)
AI Agents Task-oriented agents that operate primarily inside chat and respond to prompts Context-aware AI Agents that monitor events, make decisions, and take action across connected tools (e.g., Weekly Summary Report, Auto Lead Follow-up)
Integrations & app capabilities Broad app connectivity, with interactions typically limited to supported actions within chat 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 Basic usage visibility Detailed reports on usage, adoption, and activity by team and user
Tenant model Shared OpenAI infrastructure (no dedicated tenant) Separate workspace / tenant per organization
Security & controls Team-level controls Designed for organizational use with clearer boundaries and governance
Pricing $25/user/month (annual) or $30/user/month (monthly) $20/user/month (Basic) and $30/user/month (Pro); 10% discount on annual plans

Disclaimer: Information about ChatGPT Business is based on publicly available documentation and product pages as of January 2026. Features and pricing may change over time.

When To Choose Which

Choose ChatGPT Business if...

You mainly need AI for writing, brainstorming, and Q&A
You only use ChatGPT AI models
Work doesn’t require shared context across projects and people
AI is mostly used individually rather than operationally

Choose WorkLLM if...

You use multiple AI models, not just ChatGPT
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

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See how WorkLLM compares in practice

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