Baking soda will lower the pH a tiny bit when added because it adds carbon dioxide, as well. As the carbon dioxide is outgassed, the pH will rise a bit. Both effects are so small as to be unimportant, and possibly not even measurable with some hobbyist equipment, depending on the size of the dose and the precision of the measuring equipment.