How does the performance of algorithms hold? I'm seeing all these old reports of how it's computationally difficult, yet can't find any performance reviews on n

How does the performance of algorithms hold? I'm seeing all these old reports of how it's computationally difficult, yet can't find any performance reviews on new hardware. Not mentioning FPGAs or whatever else.