statistics software alternative to SPSS or STATA

There's Project R, a mature, open-source statistical computing package.

And then there's SOFA - Statistics Open For All - which not only intends to create a mature statistical computing tool, but make it easy as well.

Both package will run on Linux, Windows or the MacOS.