A bit tangential, but the folks behind the GNU Multiple Precision Library (GMPLib) have the problem of choosing algorithms more or less fleshed out. They've got some fairly approachable manual pages[1] for the various algorithms they use as operand sizes scale up, where Karatsuba is only the second of six options in terms of operational complexity.
[1] https://gmplib.org/manual/Multiplication-Algorithms