Selecting the right ETL tool depends on factors like data volume, complexity, budget, and team expertise. Consider open-source options for flexibility and cost-effectiveness, or commercial tools for enterprise-grade features. Evaluate scalability, performance, ease of use, and integration capabilities when making a decision.