SQL vs Pandas vs AI Agents: Which Solves Analytics Problems Best?

The article pits SQL, Pandas, and AI agents against each other to determine which is best for solving analytics problems. It uses real-world execution times and agent prompts to evaluate each tool across eight dimensions. The findings reveal that while SQL remains a powerful option for straightforward queries, Pandas excels in data manipulation, and AI agents show promise for more complex, dynamic problem-solving. This comparison is crucial as businesses increasingly rely on data-driven decisions, making tool efficiency a key factor in analytics success.