I prototyped moving to aiohttp from requests/multiprocessing. The speedup was amazing. Saw something like a 60% reduction in runtime for our use case. Only reason the code hasn't gone live: we currently use requests_negotiate_sspi for authentication, which sadly isn't supported by aiohttp. Not sure if httpx supports it. Looks like it might. Planning on giving it a shot next week.