There isn’t a brick and mortar store that’s cheaper than the others. Even so, there are certain product categories that appear to be cheaper than others.
For example, art supplies like large canvases are often on sale at Michael’s for the best prices.
Likewise, Joann’s fabric section has frequent sales but is also known to have low pricing on regular priced fabrics as well.