LFP has much higher energy density (100 Wh/kg) than lead acid (30 Wh/kg). The lower weight and size is big advantage of LFP.
LFP also can be fully discharged while lead acid can only safely go to 50% which means more battery for same capacity. LFP is limited to 80% charging to preserve lifespan but still comes out ahead.