Both shared and cloud lines run cPanel and suit most PHP/MySQL sites. The difference is resource isolation, default limits, and which storefront SKU you purchase.
Shared hosting
Best value for a single site or small portfolio. Resources are shared fairly across the node; upgrade when CPU or inode pressure appears in metrics or support tickets.
Cloud hosting
Higher tiers with more room for traffic spikes and multiple applications. Still fully managed — you are not responsible for hypervisor or OS patching on shared/cloud web hosting.
Need root access or custom stacks? See Ryzen Shared VPS instead of forcing a web hosting tier.