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Gouache painting: two jars of dried beans on a market table, one still full and one with its beans counted into small even piles beside it; one vermilion bean in the full jar

New Cardinality Estimation: What Changed Since 2014

August 19, 2014
Pinal Dave
SQL Performance
Compatibility Level, Execution Plan, Query Hint, SQL Statistics

The new cardinality estimation guesses row counts differently from the old one. This post tests both on SQL Server 2025 with one query, shows three switches that choose the model, and gives a safe way to upgrade.

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An archery target with early arrows scattered wide and later ones closer, the newest vermilion arrow near the center.

CE Feedback for Expressions in SQL Server 2025

August 18, 2014
Pinal Dave
SQL Performance
Execution Plan, Query Store, SQL Server, SQL Statistics

Inspect CE feedback for expressions in SQL Server 2025, check compatibility and Query Store, and observe repeated execution evidence.

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SQL SERVER - DMV to Identify Incremental Statistics - Performance improvements in SQL Server 2014 - Part 3

SQL SERVER – DMV to Identify Incremental Statistics – Performance improvements in SQL Server 2014 – Part 3

May 14, 2014
Pinal Dave
SQL Tips and Tricks
SQL Scripts, SQL Server, SQL Statistics

Part 3 of my series on SQL Server 2014 performance improvements: a DMV to identify incremental statistics, after the basics and a simple example.

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SQL SERVER - Simple Example of Incremental Statistics - Performance improvements in SQL Server 2014 - Part 2

SQL SERVER – Simple Example of Incremental Statistics – Performance improvements in SQL Server 2014 – Part 2

May 13, 2014
Pinal Dave
SQL Tips and Tricks
SQL Scripts, SQL Server, SQL Statistics

Part 2 of my series on SQL Server 2014 performance improvements: a simple example of incremental statistics, after learning what it is in part 1.

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Data Scientist.

SQL SERVER – What is Incremental Statistics? – Performance improvements in SQL Server 2014 – Part 1

May 12, 2014
Pinal Dave
SQL Tips and Tricks
SQL Scripts, SQL Server, SQL Statistics

This is the first part of the series Incremental Statistics. Here is the index of the complete series. Let us learn it together in the blog.

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An open tortilla press beside dough disks with progressively smaller thickness differences

Exponential Backoff: How SQL Server Estimates Several Filters

February 21, 2014
Pinal Dave
SQL Tips and Tricks
Execution Plan, SQL Performance, SQL Statistics

The plan guessed 89 rows and 500 came back. Here is the rule behind that guess, and what to do about it.

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A hand tapping an old barometer on a farmhouse hallway wall, a field and changing sky through the open door.

Reading DBCC SHOW_STATISTICS Step by Step

January 3, 2014
Pinal Dave
SQL Performance
Execution Plan, SQL Server, SQL Server DBCC, SQL Statistics

Read SHOW_STATISTICS headers, density and histogram boundaries, compare estimates with your plan, and query the histogram directly.

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