Thanks Laullon and JohnMark for the help.
I rename the extension from gz to tgz, untar and finally see a folder with files in it.
The funny thing is that, I had use both IE and Firefox to download, both browser give a gz extension file.
I use winrar to unzip the file windows and port it over to Solaris and it works fine.