My $1.99 glue gun works just fine and I think I had it for about, close to 2 years. I just bought another one, same price (HL) and it's the blue color (not the pink).
Bought the expensive one and like you, sputtered like nobody's business. Didn't like it. I just make sure I use high-temp glue sticks.