As someone who recently moved to NYC from the SF Bay Area, it's a pleasure to swipe for a ride, even at $3.
That's a static fee to go anywhere. In the Bay Area, your BART ticket fee is dependent on where you want to go--at it's most extreme, can be up to $20/ride.
$2.75-$3 to get anywhere in NYC is an absolute bargain.