Project Online provides project and portfolio management capabilities through a cloud-based subscription service, while on-premises Project requires installing and maintaining software locally. Project Online offers easier setup and maintenance, guaranteed uptime, and access from any device, but has fewer customization options and requires files be saved in Project Online formats. Migrating data from earlier on-premises versions requires more manual effort for Project Online than staying on-premises.