In front of more than 5,000 fans, including a good turn-out of Blaze fans, Adam Calder gave Paul Thompson's side the lead after 37.11.
In the third period, Kevin Bergin equalised at 42.14. It look like it was going to over-time but with the clock at 57.58 Johan Molin put the Panthers ahead and two seconds before the end, Corey Neilson added a third.
Tomorrow night, The Blaze travel to Hull.