Wait a little.

Stranger things have indeed happened, but not tonight. The taxis are all picking up people who are likely to leave bigger tips than dithering would-be tube passengers like you.

You can:

Grumpily walk to your hotel instead.

Bite the bullet and go inside the station to wait for a train.