Cloudflare Cache Suddenly Stopped

I am using Cloudflare in my site from last one year. It was caching great and was giving awesome performance. Before two days I have received email from Google search console that MY LCP is more than 2.5 in lot of URLS. I have checked site with page speed and I have found that it was about 3.0 second for mobile.

This is example URL of my site which I have tested. I have marked that I am always getting CF cache Status as Dynamic and its never HIT. I have no any cache rule applied in my cloudflare or in my website.

I have also tested site on

and its giving reult like CF Cache Status MISS

I am not getting idea whats wrong with my site. Let me know if anyone here can help me for solve the puzzle.

EDIT: I have marked that if I clear cache for image, its start getting hit again. I have 60000+ images, so I need to purge cache all ? it will help and will automatically cache all images again?

Thanks a lot !

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