Wordpress site slow at random intervals

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I have a WordPress site hosted in a server. I also verified the server configs everything is perfect. No space or ram issues.

When I start to load my site URL. In my networks tab, I see that the first request was "instant-loan/" which took 1min and rest all requests come faster after that. Ofcourse they loaded from cache in the image I shared but if I open in incognito also the rest of the requests are in miliseconds. This happens in all pages,

enter image description here

What could be the issue here? I have been searching for a possible cause for a very long time.

I have performed a site performance test in google insights and GT. They both gave the same below results:

  1. Page loading: 35sec.

  2. They only say to optimize images and js content.

  3. The total page size is 6mb.

  4. 214 requests are beeing processed.

[NEW EDIT]

Below is the performance result. It shows a lot of idle time and js image rendering seems to happen quite fast. A max of 4 sec to render, load the site. Thus I assume there is something wrong with the server. I have minified CSS and JS. Also, use compressed images only. Is this because of any mysql connection issue ?? Has anyone faced it?

enter image description here

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