Time.time is influenced by the performance? Can i use it in a multiplayer game?

Can i use Time.time in a multiplayer game without a server?
It is the same on different devices?

Depends how you want to use it, really. According to the documentation, it is the time since the game was started so its a logical assumption that no two machines will ever have matching Time.time values.