The latest version of Chrome for Android beta now showcases an improved version of the ‘New Tab Page’.
The new page replaces the informative, albeit rather crowded, page with a cleaner design proudly displaying the refreshed Google logo, a selection of the most visited pages and links to areas of the old page which are now hidden from view.

You can preview the new New Tab Page in Chrome for Android Beta from release 31.0.1650.32 onwards. At the time of writing, however, it only seems to be available when using Chrome on a smartphone and not a tablet device.