Beyond Query Syntax: How PostgreSQL Execution Strategy Drives Query Speed

Developers often overlook that PostgreSQL query performance depends more on access strategies than SQL syntax. By comparing sequential scans, index scans, and index-only scans on 5 million rows, this analysis reveals how indexes, B+ tree structures, and heap access patterns directly impact query performance—essential knowledge for optimizing database-heavy applications.