SwiftData is presented as a more modern, Swift-native framework with a simpler API and better integration with SwiftUI, aiming to reduce boilerplate code. CoreData, on the other hand, is described as a mature and powerful framework, highly optimized for complex data models and large datasets, but with a steeper learning curve.