Sorry There is None
The BBQ scene in Columbia is pretty sad. Maurice's is decent, but I agree it is freaking expensive. Little Pigs is only good for the volume of food you get for a good price, but not real BBQ in my opinion. Disclaimer, I'm from Goldsboro, NC, home of Wilber's, the standard to which I judge all BBQ, yet to be beaten. If someone were to open a real old school BBQ joint in Cola they would make a killing, Cola is seriously lacking.