Tony Pulis's side were down to ten men when Abdoulaye Faye was sent off.
However, Glenn Whelan gave Stoke the lead on 62mins.
Gareth Barry then equalised with 5 minutes left on the clock.
Stoke then had the ball in the net through Ryan Shawcross but the goal was wrongly cancelled out by ref Alan Wiley for a push on goalkeeper Shay Given, he took a dive.
The draw means Man City move above us into fourth but, with a point between us, we have a great chance to overtake them on Sunday with a win.
We have nothing to fear from mega rich-City on Sunday.