Church-Turing thesis says that certain theoretical computation models compute same functions (or in simpler words solve same problems).
Unfortunately these models are theoretical and assume unbounded memory. Church-Turing thesis also doesn't bother with the "speed" of these models or how comfortable they're to use as @DestyNova mentioned.
