"Zucchini" and "summer squash" can be used interchangeably, but zucchini refers to a specific variety of summer squash. Zucchini has a dark green, cylindrical shape and firmer texture, and yellow squash, commonly referred to as summer squash, have a and has a softer texture. Zucchini is mild and slightly sweet, while yellow squash is sweeter.