Why a URL with a query is always slower than that without a query?

I find a strange thing. For a WordPress site, a URL with a query is always slower than that without a query, even no Cache plugin is installed/enabled and no CDN cache is enabled. For example:

http://www.example.com/?mytest=yes

will always slower than

http://www.example.com/

Below are some of my test:

  1. WP Fastest Cache disabled, URL with a query https://www.fastorslow.com/app/profile/3e875ed3-d45f-54fb-93a2-17466eeb8b79 is slower than the one without a query https://www.fastorslow.com/app/profile/7ef6f16f-6b0c-5ab6-9f1e-87c0c1a6a1aa

  2. With WP Rocket enabled, https://www.fastorslow.com/app/profile/af27e983-1a38-5870-98a3-6cc19825aee1 is slower than https://www.fastorslow.com/app/profile/86d36215-0caf-51d7-b690-d3126a081376

  3. Another server, https://www.fastorslow.com/app/profile/9273fb55-adfc-5b8c-aa93-687bc128a95d is slower than https://www.fastorslow.com/app/profile/51062160-fb20-5b0b-97ba-4ce428ba264c

Why?

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Why a URL with a query is always slower than that without a query?

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