Abstractions can lead to greater flexibility and correctness at the expense of speed or size — there are good reasons that most programs are not crafted in machine code.
The key to improving an abstraction’s performance is to compile it. Dynamic environments like Common Lisp are superior to languages and tools like: Java, C++, and C#, in this regard, because one can create abstractions that compile to efficient code.
If the abstraction is cumbersome it might be a poor abstraction or its platform is poor for abstraction. Environments that give seamless access to a language’s compiler from inside the language itself are superior platforms for abstraction.