I generally program it in perl first and see what happens. I have rarely been disappointed :)

In my experience, core perl can be less than optimal for

• Large matrix and vector operations (but see PDL for an excellent speedup)
• Although there are a lot of XS modules out there, interfacing to libraries could be easier.
• Some types of functional programming require efficient handling of tail recursion, which is not a strong point of the current perl.