AnythingLLM vs ChatGPT Business: a private AI workspace you control
ChatGPT Business is priced per seat and runs on one vendor's models, in one vendor's cloud. AnythingLLM gives your team a private instance with any model, including ones you host yourself.
Updated October 2026ChatGPT Business (formerly ChatGPT Team) is the easiest way to give a team access to OpenAI's models. It is polished, it is familiar, and OpenAI does not train on business data by default. For many companies it is a reasonable first step.
It also comes with three constraints that get more expensive as you grow. It is priced per seat. It only runs OpenAI's models. And it only runs in OpenAI's cloud. AnythingLLM gives your team the same kind of private, shared AI workspace without any of those three.
ChatGPT Business vs AnythingLLM for teams
| Feature | AnythingLLM | ChatGPT Business |
|---|---|---|
| Pricing model | Per instance | Per seat, 2-seat minimum |
| Price | Free to self-host; hosted from $50/mo | $25/user/mo, or $20 billed annually |
| Models | Any: OpenAI, Anthropic, Gemini, open models, or your own | OpenAI only |
| Run on your own infrastructure | Docker, on-premise, or air-gapped | No |
| Local and private models | Yes | No |
| Document chat with citations | Yes | Yes |
| Agents and MCP tools | Yes | Yes |
| No-code agent builder | Agent Flows | Custom GPTs |
| Multi-user with admin controls | Yes | Yes |
| White-labeling | Yes | No |
| Embeddable chat widget for your site | Yes | No |
| Developer API | Workspace and OpenAI-compatible API | Separate OpenAI API billing |
| Open source | MIT core | No |
Pay for the instance, not the headcount
ChatGPT Business costs $25 per user per month, or $20 per user billed annually, with a two-seat minimum and higher-priced premium seats for heavier users. A 20-person team on annual billing is $400 a month before anyone needs a premium seat.
AnythingLLM's hosted plans are priced per private instance: $50 a month on Basic and $99 a month on Pro, which adds priority resources and a 72-hour support SLA. You bring your own model API key, so you pay model providers directly for what you actually use. Or self-host AnythingLLM with Docker for free. Enterprise plans add on-premise deployment, SSO, RBAC, custom integrations, and a custom SLA.
Use any model, including your own
ChatGPT Business is OpenAI's models in OpenAI's app. AnythingLLM works with more than 40 providers: OpenAI, Azure OpenAI, Anthropic, Gemini, AWS Bedrock, Google Vertex, Mistral, Groq, OpenRouter, and more, plus models you run yourself with Ollama, LM Studio, vLLM, or any OpenAI-compatible server.
That means you can give each workspace the right model for the job, keep sensitive work on a model that runs inside your network, and switch providers without migrating your team. The model router can even pick the best model for each message automatically.
Your data, your infrastructure
With ChatGPT Business, your documents and conversations live in OpenAI's cloud. With AnythingLLM you choose:
- Self-hosted. Run it on your own server or cloud account with a single Docker container. Pair it with a local model and nothing leaves your network, including in fully air-gapped environments.
- Hosted by us. A private, isolated instance with your own subdomain, so you do not have to manage a server.
- On-premise with support. Our Enterprise plan for organizations that need it deployed inside their walls.
Built for teams
Every AnythingLLM instance supports multiple users, with admin controls over what each person can see and do, isolated workspaces per team or project, and white-labeling so it carries your brand. You can embed a chat widget on your website, connect to it through a developer API, and give everyone a desktop and mobile app that pairs with it.
When ChatGPT Business is the better fit
If your team only wants OpenAI's models, needs the ChatGPT app's newest consumer features the day they ship, and is small enough that per-seat pricing stays low, ChatGPT Business is a simple choice.
If you want control over your models, your data, and your costs, see AnythingLLM for teams or start self-hosting for free today.
Frequently asked questions
›Is there a self-hosted alternative to ChatGPT Business?
Yes. AnythingLLM runs on your own infrastructure with a single Docker container and is free to self-host. It supports multiple users, admin controls, document chat, and agents, and can use any model provider or a local model server.
›How much does AnythingLLM cost for a team?
Self-hosting is free. Hosted private instances start at $50 a month on Basic and $99 a month on Pro, priced per instance rather than per seat. Enterprise plans with on-premise deployment, SSO, and custom SLAs are quoted.
›Can AnythingLLM use OpenAI models?
Yes. Add your OpenAI API key and use GPT models alongside Anthropic, Gemini, Mistral, open models through providers like OpenRouter or Groq, or local models on your own hardware. You can even route between models automatically with the model router.