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.
ChatGPT Business
WorkLLM
The difference?
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...
Choose WorkLLM if...
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