For many years it was Saudi Arabia, but according to the latest measurements that country is now Venezuela, which could be producing at the actual rate (2.1 million barrels a day) for 387 years.
For more, you can read the following pages:
http://en.wikipedia.org/wiki/Oil_reserves#Proven_reserves
http://en.wikipedia.org/wiki/File:Venezuela_Oil_Reserves.png