Since @table variables do not have statistics, there is very little for the optimizer to go on. However with <10000 records being loaded, the table variables were much faster than temp tables. Performance. I have previously blogged about it here: SQL SERVER – Table Variables or Temp Tables – Performance … Often I find temporary tables to be a much better choice than table variables. Let us compile the list for differences. In this blog post, we will talk about Performance Comparison between Table Variable or Temp Table. From [table (Transact-SQL) on MSDN][1]: >**Important** >Queries that modify table variables do not generate parallel query execution plans. Most of the time I see the optimizer assume 1 row when accessing a table variable. I have a table named testmember with 1.5 million records. Table variables are not in-memory constructs but can become them if you use memory optimized user defined table types. This can mostly be seen when there is a lot of data. The real problem with the temporary table is there when we are reading more than a certain amount of the rows in the SQL Server. In these situations, consider using temporary tables … ⇒ Table variable (@table) is created in the memory. The main performance affecting difference I see is the lack of statistics on table variables. The local temporary table name … We need to decide which one to use and when. A workaround is to use the OPTION (RECOMPILE) hint. Before you continue reading this blog post I suggest you read the following blog posts: SQL SERVER – Regular Table or Temp Table – TempDB Logging Explained; SQL SERVER – Regular Table or Temp Table – A Quick Performance Comparison Table variables use tempdb similar to how temporary tables use tempdb. This article describes: Scenarios which argue in favor of conversion to In-Memory. The temporary table doesn't have any keys or indexes, the select part is the same between the 2 queries, and the number of results returned by the select is ~10000 rows. In my experience of taking an average of all queries that have used #temp tables vs @table variables, the temp tables have come out on top. Whereas, a Temporary table (#temp) is created in the tempdb database. Temporary tables and table variables, both have their own pros and cons. Table variable, #temp tables will snag when volume of data increases. Local temp tables are only available to the SQL Server session or connection (means single user) that created the tables. CTE, table variables, #temp tables are suitable only for small volume of data. 2 Comments ... Of course, such an assumption can make a huge impact on performance when a suboptimal query plan is used on a large table. The temp table version takes up to 10 seconds to execute, I had to stop the table variable version after 5 minutes. We tested #temp, table variables in our environment with a data volume of 600 million, Permanent temporary table created in user databases will give outstanding performance. These are automatically deleted when the session that created the tables has been closed. If you use temporary tables, table variables, or table-valued parameters, consider conversions of them to leverage memory-optimized tables and table variables to improve performance. The Cardinality of Table Variable. Local Temp Table. The reason is that the query optimizer will sometimes generate poor plans for @table vars. I could see that Temp tables are quite faster than table variables if we load numerous records. Performance can be affected when very large table variables, or table variables in complex queries, are modified. Table variables are persisted just the same as #Temp tables. I tried the following to check the performance perspective of table variables and temp tables. 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