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Benchmarks

Reproducible performance data for every Gold Lapel optimization.

Matview Optimization Up to 443x faster

Join + Aggregation Queries

Multi-table joins with GROUP BY on a 10M-row dataset. The most common candidate for materialized view optimization.

Query Rewriting Up to 13x faster

N+1 Query Detection

ORM-generated N+1 patterns detected and batched at the wire protocol level. 76 queries reduced to 4.

Auto-indexing Up to 636x faster

Automatic Index Creation

Sequential scan to index scan across five index strategies. B-tree, composite, and partial indexes.

Connection Management 12x throughput

Connection Pooling

Direct connections vs pooled connections. What happens when 200 clients arrive at a database that seats 100.

Refresh Optimization 60% less DB load

Write-Aware Refresh

Fixed-interval vs write-aware materialized view refresh. The staleness-vs-cost tradeoff, measured.

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