postgresql
David Sterling  

PostgreSQL 18: Major Performance Leap with Async I/O

The PostgreSQL community released PostgreSQL 18 in September 2025, marking one of the most significant performance improvements in the database’s history. If you’re running read-heavy workloads or operating in cloud environments, this release deserves your immediate attention.The Game-Changer: Asynchronous I/O

The headline feature in PostgreSQL 18 is the new asynchronous I/O (AIO) subsystem. This isn’t just an incremental improvement—it’s a fundamental redesign of how PostgreSQL handles I/O operations.

Benchmarks show 2-3x performance improvements for read-heavy workloads. For databases running on modern SSDs or cloud storage, the impact is even more dramatic with significantly reduced I/O latency.

The AIO system supports both Linux io_uring for maximum performance on Linux systems and a cross-platform worker implementation for broader compatibility.Query Optimizer Enhancements

Beyond the I/O improvements, PostgreSQL 18 brings several query optimizer enhancements:

  • Smarter OR/IN processing with automatic conversion to ANY(array) operations for better execution plans
  • Improved hash joins delivering better performance for table joins
  • Parallel GIN index builds, significantly speeding up index creation for JSON and full-text search columns
  • Enhanced partitioned table support with better pruning and join optimizations

These improvements compound with the AIO subsystem to deliver substantial real-world performance gains.

Conclusion

PostgreSQL 18 represents a major leap forward in database performance. Whether you’re dealing with cloud workloads, analytics, or high-transaction systems, the combination of async I/O and optimizer improvements makes this release worth immediate consideration for production upgrades.

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