Each tool has its own strengths and is suited to different types of tasks. For instance, Tableau, Power BI, and Google Data Studio are great for creating dashboards and interactive reports without needing to write much code, whereas Python libraries such as Matplotlib, Seaborn, and Plotly provide more flexibility and are often used for data analysis and exploration.