Runpod
Runpod is a practical choice for indie developers, researchers and startups who want a GPU in minutes at a lower hourly rate than the hyperscalers. Teams with strict compliance needs should stick to Secure Cloud or a hyperscaler, and anyone forgetful about idle resources should watch storage charges.
Pros
- Low hourly GPU rates with no commitment
- Serverless endpoints scale down when idle
- Wide range of GPUs from consumer cards to data-centre parts
- API and templates for common AI stacks
Cons
- Community Cloud runs on third-party hosts with variable availability
- Storage keeps billing even when pods are stopped
- Popular GPUs can be out of stock in a given region