It does have the option listed:
OPTIONS
       Google  Chrome has hundreds of undocumented command-line flags that are
       added and removed at the whim of the  developers.   Here,  we  document
       relatively stable flags.  
       ...
       --version
              Show version information.
So you can use the command google-chrome with the --version option:
google-chrome --version
gives:
    Google Chrome 36.0.1985.125
For the following commands, I am using grep and regex, because it is much more adaptable to changes in Google Chrome version format changes
To get just the version number run the following command:
google-chrome --version | grep -iE "[0-9.]{10,20}"
It gives:
    36.0.1985.125   
And this one:
google-chrome --version | grep -iE " [0-9]{1,3}.[0-9]{1,3}
gives you just the main version numbers.
    36.0
If you have beta installed:
Running this command:
google-chrome-beta --version
gives:
Google Chrome 37.0.2062.58 beta
And then there are the gui methods:
You can go to the following sites:
chrome://chrome
gives you this:

And
chrome://version
or
about:
Thanks Jeff Inventor Chrome OS.
gives this:

Google Chrome   36.0.1985.125 (Official Build 283153) 
OS  Linux 
Blink   537.36 (@177902)
JavaScript  V8 3.26.31.8
Flash   14.0.0.145
User Agent  Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36
Command Line    /opt/google/chrome/google-chrome --no-startup-window --flag-switches-begin --flag-switches-end
Executable Path /opt/google/chrome/google-chrome
Profile Path    /home/tim/.config/google-chrome/Default
Variations  e950616e-37fb3cc2
            c70841c8-4866ef6e
            3664a344-be9e69ba
            9e5c75f1-ad69ceb0
            24dca50e-837c4893
            ca65a9fe-91ac3782
            8d790604-9cb2a91c
            4ea303a6-3d47f4f4
            d8f57532-f23d1dea
            b2612322-f8cf70e2
            5a3c10b5-e1cc0f14
            244ca1ac-4ad60575
            5e29d81-f23d1dea
            3ac60855-486e2a9c
            246fb659-bca011b3
            f296190c-cdc3d902
            4442aae2-4ad60575
            ed1d377-e1cc0f14
            75f0f0a0-4ad60575
            e2b18481-a5822863
            e7e71889-e1cc0f14
            cbf0c14e-bf3e6cfd
My pronouns are He / Him