Tips and Tricks with MS SQL (Part 10)

Cost Threshold for Parallelism? A Simple Change to Boost Performance

Many default configuration values built-in to Microsoft SQL Server are just long-standing values expected to be changed by a DBA to fit their current environment’s needs. One of these configs often left unchanged is “Cost Threshold for Parallelism” (CTFP). In short, this determines, based on determined query cost (i.e.. estimated workload of a query plan) it’s availability to execute in parallel with multiple CPU threads. A higher CTFP value limits queries to run parallel unless it’s cost exceed the set value.  

Certain queries may be best suited to run on single-core performance, while others would benefit more from parallel multi-core execution. The determination of this is based on many variables, including the physical hardware, type of queries, type of data, and many other things. The good news is that SQL’s Query Optimizer helps makes these decisions by using those queries’ “cost” based on the query plan they execute. Cost is assigned by the cardinality estimator.. more on that later.

Here’s our opportunity to optimize the default CTFP value of 5. The SQL Server algorithm (cardinality estimator) that determines query plan cost changed significantly from SQL Server 2012 to present day SQL Server 2016+. Increasing this value to a higher number will allow the query to run via single-core performance which is generally faster than multi-core performance (referencing the top commercial grade CPUs). The common consensus on almost every SQL tuning website, including Microsoft’s own docs, suggests this value should be increased; common agreement as the value of 20 to 30 being a good starting point. Compare your current query plan execution times, increase CTFP, compare new times, and repeat until the results are most favorable.

Since my future blog posts in this series will become more technical, right now’s a perfect time to get your feet wet. Here’s two different methods you can use to make these changes.

Method 1: T-SQL

Copy/Paste the following T-SQL into a new query Window:

            USE [DatabaseName] ; — This database where this will be changed.


            EXEC sp_configure ‘show advanced options’ , 1 ; — This enables CTFP to be changed




            EXEC sp_configure ‘cost threshold for parallelism’, 20 ; — The CTFP value will be 20 here




Method 2: GUI

To make changes via SQL Server Management Studio:

            1. In Object Explorer – Right Click Instance – Properties – Advanced – Under “Parallelism” change value for “Cost Threshold for Parallelism” to 20

            2. For changes to take effect, open a query window a run “RECONFIGURE” and execute query.

If you’d like to learn how to see query plan execution times, which queries to compare, and how to see query costs, leave a comment or message me. Keep a look out for my next post which will include queries to help you identify everything I’ve covered in this blog series so far. Any questions, comments, or feedback are appreciated! Leave a comment or send me an email to for any SQL Server questions you might have!

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