Interesting, I’d have naively assumed that’d be cached after first load by Chrome. Definitely one to investigate further.
I recommend run Google Lighthouse for a single visitor view of perf and then use a load testing tool (locust, jmeter etc. to check load handling)
If you want to that is :)