Project vs Tests

I have yet been able to see how well students do on projects but I have decided that perhaps in my own classroom I may decide to give large projects that display student's learning of concepts for a unit rather than tests. The only dilemma with that is that projects take time and if I have students work as groups then I cannot individually assess each student.