Flavor: Bok choy is a leafy green and tastes like it. It's more bitter than napa cabbage and has a more assertive flavor, though it gets milder as it cooks. 3. Nutrition: Bok choy is significantly higher in dietary fiber, vitamin C, and vitamin A than napa cabbage.