…or even that is noticeable, but not clearly pointing to defective RAM.
ECC modules can fail just as well as non-ECC but ECC will report a failure while non-ECC will let you go through all steps of troubleshooting until you pay your respect to @winnielinnie and memtest™ your RAM.
Peace of mind is well worth having ECC RAM.