In the end, any whole, roasted red pepper can be used here. The tough thing is that they need to be whole (enteros). So, normal red bell peppers or baby bell peppers that are roasted could potentially work, if they are whole. It's worth finding the piquillo peppers if you can because there is so much flavor in them, particularly with the olive oil.