It depends on where you are in your career life cycle. Early on, it is important to focus on contributing the most that you can (maximize, if possible). Then later, the allocation (how it’s invested) becomes far more important. Please see a great explanation of this in the following article.

The Four Phases Of Saving And Investing For Retirement