This also depends heavily on the field, some sciences need particle accelerators and mass spectrometers, meanwhile we can get by on a $200 pc and free wifi. This means you can bypass a lot of traditional university/lab structures.
The point is not that they could afford expensive tools.
The point is that they did their research sort of "for fun".