An in-memory computer is differentiated by its ability to store and process data directly in the system's memory, bypassing slower disk storage. This results in dramatically faster data access and processing times. Consequently, in-memory computers are optimized for high-speed data operations, making them ideal for tasks that require rapid data retrieval and real-time computation.