Can removing unused Google Tag Managers improve site speed?

Thank you @vian_FoxEcom

I was unable to find any of those in the code. I also looked at other articles and it seems this might need to be tackled in the Google Tag Manager directly, however, we are unable to figure out which of the GTMs in our system we can delete and which one(s) we actually need.

Thanks for your help anyway.