WorkLLM

Vs

ChatGPT Enterprise

ChatGPT Enterprise provides secure, enterprise-grade access to ChatGPT, with admin controls and data privacy guarantees. 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 Enterprise

Enterprise-grade ChatGPT with strong security, privacy guarantees, and admin controls. Well suited for organizations that want secure AI access for knowledge work, writing, analysis, and Q&A.

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 Enterprise is an enterprise-secure AI chat platform.
 WorkLLM is an AI operating layer where work, context, and execution stay connected.

Full Comparison

Primary purpose Secure, enterprise-grade access to ChatGPT Shared AI workspace designed around real enterprise 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 (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 that operate primarily inside chat and respond to 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 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 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 compliance (SOC 2 Type II, ISO 27001, GDPR 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 ChatGPT 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

Choose ChatGPT Business if...

Your primary need is secure, compliant access to ChatGPT
AI usage is largely conversational (writing, analysis, Q&A)
You want minimal workflow change with strong enterprise guarantees
AI is used across the organization but not deeply embedded into execution flows

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

We’ll walk you through real workflows and enterprise use cases.