When deciding between Thai and sweet (AKA Italian) basil, there's a lot to consider in terms of appearance, aroma, and flavor. Thai basil leaves are smaller with a sturdy texture and spicier aroma, while sweet basil leaves are large and soft with a herbal, citrusy scent, and there are also numerous flavor differences between these herbs.