I don't think we know enough to say that for sure. If you are defining the great filter as the cause of the Fermi Paradox then it very well could be in our past. For example, the conditions or specific mutation that gave rise to multi-cellular life could be the great filter meaning that single celled life could be incredibly common but multicellular life might be almost entirely non-existent.