depending on the latency of those database connections I've argued in the past that the overhead of adding asyncio context switching and boilerplate is more expensive than just hitting the two or three databases in serial (and if your web request is having to hit dozens of DB sources to serve one request, I think you've already lost the performance game :) ). When your one web request is contending with many other concurrent web requests in any case, doing the DB calls in serial just lets the CPU attend to other requests.