LR-DDM: Diffusion model where drift rates are derived from likelihood ratios. LR-DDM can predict the mirror effect and address benchmark RT distributions. LR-DDM outperforms standard DDM in model selection. LR-DDM produces similar drift rates to the standard DDM.