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Asked: May 11, 20262026-05-11T04:20:45+00:00 2026-05-11T04:20:45+00:00

Do you have any formal or informal standards for reasonably achievable SQL query speed?

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Do you have any formal or informal standards for reasonably achievable SQL query speed? How do you enforce them? Assume a production OLTP database under full realistic production load of a couple dozen queries per second, properly equipped and configured.

Personal example for illustrative purposes (not a recommendation, highly contingent on many factors, some outside your control):

Expectation:

Each transactional unit (single statement, multiple SQL statements from beginning to end transaction boundaries, or a single stored procedure, whichever is largest) must execute in 1 second or less on average, without anomalous outliers.

Resolution:

Slower queries must be optimized to standard. Slow queries for reports and other analysis are moved to an OLAP cube (best case) or a static snapshot database.

(Obviously some execution queries (Insert/Update/Delete) can’t be moved, so must be optimized, but so far in my experience it’s been achievable.)

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  1. 2026-05-11T04:20:46+00:00Added an answer on May 11, 2026 at 4:20 am

    I usually go by the one second rule when writing/refactoring stored procedures, although my workplace doesn’t have any specific rules about this. It’s just my common sense. Experience tells me that if it takes up to ten seconds or more for a procedure to execute, which doesn’t perform any large bulk inserts, there are usually serious problems in the code that can easily be corrected.

    They way most common problem I encounter in SP:s with poor performance is incorrect use of indexes, causing costly index seek operations.

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