Yea my experience with biking in Chicago is that at least cabs are clearly marked as such so you know they might cut you off at any moment and you'll cuss at each other. Uber drivers will just stealthily swerve into your lane and full stop.
Plus the GPS systems here will take you down these speed bump residential roads and do crazy contortions to drop off on a one-way road.
On the flip side though, when I first moved here a cab was like $20 each way just from like Broadway to Kimball. Now it's...$4.