Pentaho is a powerful open-source platform with strong ETL capabilities and customizable dashboards, making it suitable for large datasets and complex reporting needs. In contrast, Tableau excels in user-friendly data visualization and ease of use, making it ideal for quick insights and interactive dashboards.