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Extras: $200 month for a GPU.

This is not really cheaper than just putting it up on GCP, is it?

Those extras are only available to certain customers. At this price it's more the easy-to-use part that is expensive rather than the hardware itself.
But is it really that much easier to use than the first-party offerings, such as Google's AI Platform Prediction[1]? There are similar offerings from every major cloud provider and the number of slightly different and more easy to use offerings is growing every week it seems).

[1] https://cloud.google.com/ai-platform/prediction/docs/overvie...