What about doing something like the inverse? Top500 for algorithms on a fixed hardware configuration. You have an input dataset and an answer (perhaps something

What about doing something like the inverse? Top500 for algorithms on a fixed hardware configuration. You have an input dataset and an answer (perhaps something with an analytic solution, for sake of comparison). That would let you compare the algorithm more directly.