Yes, the turbulence model will depend on the flow regime and accuracy you need. Scale resolving models will have strict meshing requirements compared to RANS.
k-w SST will work for most practical applications.
I invite you to make a new post if you want to have a Turbulence discussion to not mix topics within a post :)
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