In my experience API gateway has a 10s time out on waiting for the lambda function to start (ie. For the container to load). Once the function has started it can run for much longer than 10s and still respond Ok.
If you use Java for your lambda function the you’re screwed. Container 9Apps Showbox Tutuapp starts for Java are often 40+ seconds, but using Node JS you’re usually Ok.