Cohostly vs Hugging Face Spaces: an alternative for AI-built apps
Where Hugging Face Spaces fits, where Cohostly fits, and when to pick Hugging Face Spaces instead for apps built with Claude, ChatGPT or Cursor.
Hugging Face Spaces is a hosting service for machine-learning demos, mostly Gradio and Streamlit apps, tied to the Hugging Face hub. Cohostly is for the small apps an AI assistant builds for you or your team: deploy from a folder or over MCP, share by email, and approve changes. Here is how to choose.
The short answer
Pick Hugging Face Spaces for what it is built for (below). Pick Cohostly when the app was written by an assistant, a specific set of people should open it, and you want nothing risky to change without your yes.
What Hugging Face Spaces does well
- Sharing model demos with the machine-learning community.
- Gradio and Streamlit apps with a repository-style workflow.
- Hardware options aimed at ML workloads.
Where Cohostly is different
- Share by email, like a document: named people, your team, anyone with the link, or the public.
- Connect Google, Slack and other accounts one permission at a time, so no password sits in the code.
- Secrets are typed on a private page, never into a chat or the source.
- Every change by a teammate or an assistant waits for approval, explained in plain words with its risk.
- Deploy from a folder, .zip, GitHub repo, or straight from Claude, Claude Code or Cursor over MCP.
- Apps rest when nobody is using them and wake in about a second, so small tools cost little.
When Hugging Face Spaces is the better pick
- You are publishing a model demo for the research or open-source community.
- You need hardware choices for a heavier model.
Moving an app from Hugging Face Spaces to Cohostly
For an internal tool that calls a model through an API rather than running one, deploy to Cohostly, keep the model key as a secret and share it with your team. The AI gateway keeps spend capped.
Questions
Can I host a Gradio app on Cohostly?
Yes. See the Gradio hosting guide for the start command and port.
How do I stop an AI-powered app from running up a bill?
Route calls through the AI gateway and set a spend cap; the app never holds the provider key.