Honestly, these two vegetables are very similar in taste and texture. The main difference between them is their color and shape. Green zucchini is straight, while yellow squash has a fat bottom and tapers towards the neck. Yellow squash may also have more seeds in its flesh than zucchini. Both vegetables are mild-tasting.