Also, if use Kubernetes to manage the grid you can scale out to your credit card limit on GKE: https://github.com/kubernetes/kubernetes/tree/master/example...

What are the advantages of this versus a thread pool of web drivers? I'm not really familiar with Selenium Grid.

Grid can dynamically dispatch based on the browser and capabilities you want when you create the session.