Modal Notebooks are a collaborative environment for high-performance interactive computing. They let you explore data, run code, and test ideas in a shared editor. Powered by a GPU-enabled Python kernel that launches in seconds on Modal’s AI infrastructure.

Modal lets you run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without your own infrastructure.

Modal Sandboxes are the fastest way to safely run untrusted code at scale. Get full environment control (any language, any dependency), complete isolation between executions, fast cold starts, and filesystem snapshots - all through one simple API.