Teradata is known for analytical abilities and scalability, appealing to those valuing a straightforward deployment. In comparison, Oracle Autonomous Data Warehouse provides automation that reduces manual efforts, making it attractive for buyers focused on operational efficiencies despite its initial complexity in setup.