You can try Qubole [0]. The pricing is a small percentage of what you pay to the cloud provider, so it's predictable to an extent. [0]: https://www.qubole.com/

You can try Qubole [0]. The pricing is a small percentage of what you pay to the cloud provider, so it's predictable to an extent. [0]: https://www.qubole.com/ https://www.qubole.com/ Disclosure: I work here.