Safety is usually a relative term.
If, for example, you currently live in Harlem, all
NZ cities would be safer.
In general, yes,
NZ is a safe place to live. As with any country though, there are always going to be people who can't play nicely with society, and cause trouble for others.
Whereabouts are you from?