Real systems offer realism, but increase complexity and fragility.
Using real systems in integration tests provides accurate testing environments but can lead to tests that are brittle due to external system availability. For example, testing a payment gateway in an e-commerce app with live systems can catch real-world issues but may fail due to network outages, unlike mocked systems with Mockito.