In silico methods offer several advantages in toxicology. They can significantly reduce the need for animal testing by predicting toxicity through computational models. This approach not only saves costs but also aligns with ethical standards by minimizing animal use. Furthermore, in silico models can quickly screen large chemical databases to identify potentially hazardous compounds, speeding up the drug development process and enhancing safety assessments.