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Dev.to
Dev.to
7/12/2026
The original title is quite long and technical. Let me rewrite it to be punchy while preserving key facts.

The original title is quite long and technical. Let me rewrite it to be punchy while preserving key facts.

Original: Scaling PgBouncer to 4x Throughput: A Technical Deep Dive into PostgreSQL Connection Pooling Optimization

Short summary

PostgreSQL connection management becomes a bottleneck under heavy load because each connection forks a backend process. PgBouncer addresses this by maintaining a persistent connection pool and mapping virtual client connections to real backend connections only when needed. The article covers three pooling modes — session, transaction, and statement — recommending transaction pooling for significant throughput gains, and provides a detailed pgbouncer.ini configuration for achieving a 4x throughput increase.

  • Transaction pooling is the sweet spot for 4x throughput gains, balancing reuse and compatibility
  • Each PostgreSQL connection forks a backend process; PgBouncer amortizes this cost via pooling
  • Key parameters include pool_mode, default_pool_size, min_pool_size, and reserve_pool_size

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