Abstract Metal three-dimensional (3D) printing includes a vast number of operation and material parameters with complex dependencies, which significantly complicates process optimization, materials development, real-time monitoring control. We leverage ultrahigh-speed synchrotron X-ray imaging high-fidelity multiphysics modeling to identify simple yet universal scaling laws for keyhole stabilit...