Mosh will probably _increase_ your data usage. It is designed to increase _reliability_ and _responsiveness_ , or at least the illusion of it.
From this discussion, we know that mosh's predictive capabilities actually causes an extra packet being sent per keystroke. If you are concerned about metered data usage, you might want to use the `lowbandwidth` branch of mosh.