Although it is impossible to predict the time or location of an earthquake, it is possible to predict the likelihood of a failure after it hits. Six models with different placements of the shear walls are used in this study to predict the probability of failure through fragility curve analysis. For the fragility curve analysis, each model with 40 earthquakes goes through a nonlinear time history analysis. When developing fragility curves, uncertainty is also taken into account. Uncertainties are commonly associated with construction quality, modeling, and materials. After 280 nonlinear time history analyses, the maximum response for each model is determined, and a fragility curve between PGA and probability of exceedance is performed. The SW6 model performs well in the face of seismic action, with damage levels such as immediate occupancy, limit state, and collapse prevention falling within acceptable limits. For a PGA of 0.5, all of these probabilities of exceedance are noted.