Go to www.mapquest.com, there click on "turn by turn" driving directions. Not only will it tell you how long, but it will tell you each step in getting there.
I just did and coming from Toronto...
The driving distance between Jacksonville, FL and Pensacola, FL is approximately 355 miles. The driving time would be approximately 5 hours 45 minutes if you were to travel non-stop in good driving...