Unique cache per edge?

Wanted to confirm the expected behavior with caching. We have images being served from our app server ( origin ) that cloudflare is setup to serve. One the image is requested for the first time should all subsequent requests regardless of location ( and edge server a user would hit ) should that image be served from the CDN as opposed to going through to the origin (cache miss) ?

Cloudflare’s cache is per PoP for self serve customers, Enterprise customers have the option to use a tiered cache but still there’s no single query to populate a Global Cloudflare cache.

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