How to Get Free Cloud and AI Credits

Most developers never claim the free compute that is already sitting there. Cloud providers hand out startup credits, model labs run token grant programs, and plenty of infrastructure tools offer a free tier with no card on file. None of it gets marketed to individuals, so the only way in is to go ask.

The worst case is a no. The best case is shipping your project without paying a cent, and the asking costs you an afternoon at most.

Tutorial

1. Pick one thing you would build if compute were free.
2. Match that project to the kind of credit that covers it. Token grants fit LLM projects, VPS free tiers fit long-running jobs, and API credits fit side projects.
3. Apply for that credit, knowing it was never advertised to you. These programs are built for startups and teams, so an individual has to ask directly, and a no is the only thing you lose.

Wrapping Up

You now know the three places free compute hides: startup credits from cloud providers, token grants from model labs, and no-card free tiers from infrastructure tools. Pick the one project you actually want to build, work out which of those three fits it, and send the application. The worst outcome is a rejection email, and the best one is a finished project you never paid for.