While transportation is something everyone needs, I'm (as priviledged as I am in my salary) not going to pay $20 for an uber if it's $2 on the bus.
I'll take uber when it's $10, compared to $2.
They could possibly raise their rates some, but to answer your question specifically: because there are other factors involved in their price/demand/profit/market share equation, besides just competition.