Small Angle X-ray Scattering (SAXS) is a standard technique for the determination of low-resolution shapes of macromolecules and their complexes, adding important insights in understanding biological function. We present a novel and computationally efficient method for shape reconstruction from SAXS data. High-quality molecular shapes are calculated in less than two minutes, providing real-time feedback during SAXS experiments.