Google claims that WebP is supported starting from Android 4.0+ ( http://developer.android.com/guide/appendix/media-formats.html ), however in our own tests webp images show as blue questionmarks both in the standard browser and Chrome on Android 4.0 and 4.1.
On Android 4.2 WebP images seem to be rendered ok in a webview and in google chrome.