How are containers being used in production clouds?

Hi, I want to know how containers are being used in production clouds. In case of VMs, there are multiple VMs provisioned to customers that typically perform same set of operations. Is it the same with containers?

Specifically, are there multiple containers in cloud that belong to a customer and perform same set of operations or the architecture is different?