Excel has several limitations, including a maximum of 1,048,576 rows and 16,384 columns, which can restrict large datasets. It lacks robust version control and collaboration features. Complex formulas can lead to performance issues, and its data visualization options are less advanced than specialized software, limiting analysis capabilities.