One of the big difference in Tesla's time vs today is that
Capacitors today, Tesla called condensers.

Sizes of capacitors are usually measured in pico and nano, so they really do not have much capacity.

However, when you think of them as condensers, and add that the tubes analogy, you get a much clearer understanding of what electricity is actually doing.