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choose SSDdisk for faster input/output.
and a good processor e.g ryzen series.
setup raid10 also if you choose hdd.
Slice + slab!
Francisco
You can't go wrong with @seriesn's storage VPSes: https://nexusbytes.com/kvm-storage-vps.html
Use an S3 storage. Then put a reverse proxy in front of it with nginx with ssd server. Cache most requested images on nginx server. With this way you don't have to worry about storage size and images will load fast.
I would suggest you AMD Ryzen 7 (or 9) with NVMe disks and a remote backup storage.