Just out of curiosity, what body are you using? Also, what focus points are you using? Is your Tamron seeking in the dark, then leading to misfocused shots?
Regardless of that, the Sigma seems to be an excellent lens for the price. I'd buy it in a heartbeat to replace my Sigma 18-50 if I had the funds
