How do you say lavender in Japanese?

ラベンダー (rabendaa) is the Japanese Word for lavender.

Note: ラベンダー is used for "lavender" as an herb, not a color. So, if you want to say the color you could say 薄紫色 (usumurasakiiro), which is a light purple color.