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How Does SQL Server Choose Join Algorithms?

Senior MS SQL
Quick Answer SQL Server picks join algorithms based on input size and available indexes. Small outer table with indexed inner รขโ€ โ€™ Nested Loops. Both inputs sorted by join key รขโ€ โ€™ Merge Join (fast, no extra memory). Large unsorted inputs รขโ€ โ€™ Hash Match (memory-heavy, may spill). Missing indexes push everything toward Hash Match.

Answer

Join selection depends on:

  • Row count estimates
  • Sort order
  • Indexes
  • Estimated CPU and I/O cost
S
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