Yes, absolutely. The most noticeable difference is between green (the least ripe) and red (the ripest) peppers. Red peppers are significantly sweeter than their green counterparts, which are slightly bitter. They taste sweeter when eaten raw, but they also taste sweeter when baked in the oven.