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Home/ Questions/Q 3215402
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Editorial Team
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Editorial Team
Asked: May 17, 20262026-05-17T15:10:24+00:00 2026-05-17T15:10:24+00:00

Say tableA has 1 row to be returned but will have 100 columns returned

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Say tableA has 1 row to be returned but will have 100 columns returned while tableB has 100 rows to be returned but only one column from each. TableB has a foreign key for table A.

Will a left join of tableA to tableB return 100*100 cells of data while 2 separate queries return 100 + 100 cells of data or 50 times less data or is that a misunderstanding of how it works?

Is it ever more efficient to use many simple queries rather than fewer more complex ones?

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  1. Editorial Team
    Editorial Team
    2026-05-17T15:10:25+00:00Added an answer on May 17, 2026 at 3:10 pm

    First and foremost, I would question a table with 100 columns, and suggest that there is a possibly a better design for your schema. In the real world, this number of columns is less common, so typically the difference in the amount of data returned with one query vs. two becomes less significant. 100 columns in a table is not necessarily bad, just a flag that it shold be considered.

    However, assuming your numbers are what they are to make clear the question, there are a few important variables to consider:

    1 – What is the speed of the link between the db server and the application server? If it is very slow, then you are probably better off minimizing the amount data returned vs. the number of queries you run. If it is not slow, then you will likely expend more time in the execution of two queries than you would returning the increased payload. Which is better can only be determined by testing in your own environment.

    2 – How efficient is the transport protocol itself? Perhaps there is some kind of compression of the data, or an even more clever algorithm that knows column 2 through 101 are duplicate for every row, so it only passes them once. Strategies like this in the transport protocol would mitigate any of your concerns. Again, this is why you need to test in your own envionment to know for sure.

    As others have pointed out, you also need to consider what will be done with the data once you get it (e.g., JOINs, GROUPing, etc), but I am limiting my response to the specifics of your question around query count vs. payload size.

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