Actual saffron threads will stay intact in water, retain their red hue, and produce an even yellow color in the water. Another giveaway is that when infused into hot water, the real deal will have the classic earthy, floral notes you expect, while fake saffron will either lack flavor and aroma, smell and taste bitter, or have a metallic flavor.