How much does attire matter in an interview?

Obviously I know you want to look professional and also wear something appropriate for the company culture. But is it better to wear something more standard or something that makes you stand out a bit more? I'm planning on wearing a blazer and a button down for my interviews but I'm not sure if it would be better to go with a standard white button down or wear something with some color.