After some years of doing a lot of analysis and reviews on Sitecore I would say this my list or reasons when pages perform badly:
- Bad code
- Iterating tons of items.
- Use of descendants when using axis, xpath or Sitecore Query
- small use of Sitecore Search
- No caching configuration
- cheap hardware
- bad architecture like only 1 CD
- missing Loadbalancers
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