Open-Source Alternatives to ChatGPT Team / AI Workspace
Based on our dataset, the self-hostable open-source alternatives to ChatGPT Team / AI Workspace are Open WebUI + Ollama and Dify.ai. The ChatGPT Team / AI Workspace plan we benchmark is ChatGPT Team ($30/seat/mo).
Data last updated . How we check.
Quick comparison
| Alternative | License | RAM in starter config | Needs Postgres / Redis | Migration |
|---|---|---|---|---|
| Open WebUI + Ollama | MIT / BSD | 1024 MB | No / No | Very Easy (5-minute deploy) |
| Dify.ai | Apache-2.0 (Dify Open Source) | 2048 MB | Yes / Yes | Moderate |
Open WebUI + Ollama
Self-hosted AI interface supporting local Llama/Qwen/DeepSeek models AND bring-your-own API keys
- Pay pennies per token via API instead of $30/seat/mo
- Built-in RAG document knowledge base
- Role-based access for your whole team
Docker image ghcr.io/open-webui/open-webui:main. GitHub: open-webui/open-webui (58.9k stars when our data was last updated). Website: https://openwebui.com
Dify.ai
Open-source LLM app development platform combining AI workflows, RAG pipelines, and agent studio
- Visual RAG & prompt IDE
- Supports 100+ LLMs
- Instant embeddable AI chat widgets
Docker image langgenius/dify-api:latest. GitHub: langgenius/dify (64.3k stars when our data was last updated). Website: https://dify.ai
Switching from ChatGPT Team / AI Workspace
- Pick an alternative above and open its comparison page for the cost breakdown.
- Generate a free starter
docker-compose.ymlin the stack builder. - Test it on a small server with a copy of your data before moving the team over.
- Check the migration notes in the table, and the official docs of the tool you pick.
More detail: Replace ChatGPT Team / AI Workspace guide.
FAQ
What are the open-source alternatives to ChatGPT Team / AI Workspace?
In the StackSwitcher dataset, the self-hostable open-source alternatives to ChatGPT Team / AI Workspace are Open WebUI + Ollama, Dify.ai.
Which ChatGPT Team / AI Workspace plan does StackSwitcher compare against?
We benchmark ChatGPT Team / AI Workspace ChatGPT Team ($30/seat/mo). The main pain point we note: $30/seat every month even for light users, plus strict corporate privacy restrictions on uploading client documents.
How much RAM does Open WebUI + Ollama need when self-hosted?
Our starter Docker config budgets 1024 MB of RAM for Open WebUI + Ollama. Real needs depend on your usage.
How much RAM does Dify.ai need when self-hosted?
Our starter Docker config budgets 2048 MB of RAM for Dify.ai plus Postgres and Redis. Real needs depend on your usage.
Config templates are MIT licensed and provided "AS IS", with no warranty of any kind and no liability. Prices and specs are informational estimates from our dataset, so check the vendor and project sites before you decide. See the Terms & No Warranty disclaimer.