Evaluating seismic hazard requires past earthquake observations to perform accurate forecasts. Physics-based earthquake cycle simulators are algorithms that model long-term earthquake sequences on faults, overcoming completeness limitations of observations. We test the performance of physics-based seismic hazard assessments in comparison with traditional approaches in Spain. The physics-based approach yields more accurate forecasts, highlighting the potential of simulators for seismic hazard.