The deciding difference is operational: Docker Compose can run on infrastructure you control, Modal cannot. If that constraint is real for you, it settles the choice before anything else is considered.
One file, one box, everything local. The honest starting point.
The generated docker-compose.yml below is runnable as-is.
Python-native serverless with GPUs and sandboxes, scale to zero.
| Docker Compose | Modal | |
|---|---|---|
| Licence | Open source | Proprietary |
| Pricing | open source | freemium |
| Self-hostable | Yes | No |
| Languages | Any language | Python |
| Install | — | pip install modal |
| Keys required | None | MODAL_TOKEN_ID, MODAL_TOKEN_SECRET |
The deciding difference is operational: Docker Compose can run on infrastructure you control, Modal cannot. If that constraint is real for you, it settles the choice before anything else is considered. Docker Compose: One file, one box, everything local. The honest starting point. Modal: Python-native serverless with GPUs and sandboxes, scale to zero.
Docker Compose can run on your own infrastructure. Modal is a hosted service only.
Docker Compose is open source (open source). Modal is proprietary (freemium).
Every page here answers to Accept: text/markdown and returns the same content at roughly a tenth the tokens. No separate site, no toggle — same URL.
curl -s -H "Accept: text/markdown" https://newagent.build/compare/docker-compose-vs-modal