about 5 years ago we made an API that took an image and gave you a lat/lon in return (basically like a visual GPS)

The front end was entirely in python AWS lambdas, with a message queue that talked to the (slow) GPU backend.

The "lambda tax" was about 100ms on average. given that an average request was around 4 seconds it seemed ok.