I would recommend downloading the code and building from source on your own hardware or an EC2 instance (a medium sized instance should be good enough).

Stellard repository: https://github.com/stellar/stellard You can follow this wiki for build instructions: https://wiki.stellar.org/Building_Stellard

Some people may have had luck with Vagrant or Docker, but since I have not I can't vouch for those methods.