gradle-1.12-all.zip file will have binaries, sources, and documentation.
gradle-1.12-bin.zip will have only binaries(That should be enough as you don’t need any samples/docs)
If you want to know about gradle wrapper, please check this
http://www.gradle.org/docs/current/userguide/gradle_wrapper.html