ownCloud is a versatile platform primarily focused on collaboration and user management, making it suitable for businesses requiring extensive teamwork features. In contrast, Icedrive is geared towards individual users and small teams looking for a straightforward, cost-effective cloud storage solution without the need for advanced collaboration tools.