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Will 3 separated VMS with SQL Server 2017 works faster than one single VM with SQL Server 2014

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I had made this production architecture in order to significantly improve the performance. 

3 dedicated VMS running SQL server 2017  (sharing 12 cores of Xeon 1670 v2 (3.5Ghz) with 64gb ram and SSD) 

vs

1 VMS running MS SQL Server 2014  (sharing 12 cores of Xeon 1670 v2 (3.5Ghz) with 64gb ram and SSD) 

Why after deploying everything the performance of 3 dedicated PC's(VMS) with SQL servers 2017 were actually equivalent to the configuration with SQL server 2014 running all DBs (8) on single VM.

Please give me some ideas why so, I would really appreciate this 


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