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SQL Query Performance Metrics

SQL Query Performance Metrics

Published on 17 Sep 2026     2 min read MS SQL
SQL Performance

Query Cost, CPU Time, Elapsed Time and Logical Reads

Metric Meaning
Query Cost The optimizer’s estimated amount of work for a query. It is mainly used to compare alternative plans, not as actual execution time.
CPU Time Total processor time used to execute the query.
Elapsed Time Total clock time from the query’s start to completion, including CPU work and waiting time.
Logical Reads Number of 8-KB data pages read from SQL Server’s memory or buffer cache. Lower reads usually indicate a more efficient query.

Example

SET STATISTICS IO ON;
SET STATISTICS TIME ON;

SELECT *
FROM Orders
WHERE CustomerId = 100;

The Messages tab shows CPU time, elapsed time and logical reads.

How to understand the results

  • High CPU time: Expensive calculations, joins, sorting or processing many rows.

  • Elapsed time much higher than CPU time: The query may be waiting for blocking, disk I/O, memory or another resource.

  • High logical reads: SQL Server is reading too many pages; check indexes and query conditions.

  • High estimated cost: The optimizer expects the operator or query to require more resources than alternatives.

Key points

  • Query cost is an estimate, not milliseconds or actual runtime.

  • Logical reads are often more consistent than elapsed time when comparing query changes.

  • For parallel queries, total CPU time can be greater than elapsed time.

  • Compare queries under similar data, cache and server-load conditions.

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