SQL vs Pandas vs AI Agents — which wins at analytics
KDnuggets benchmarked three analytics approaches on the same problems: SQL, Pandas, and AI agents. Real execution times, real prompts, eight dimensions measured.
• Speed, latency, memory footprint
• Code clarity and maintainability
• Reproducibility and error rates
• Setup friction and learning curve