I don't think I have got the battery under 50% and that is probably after 4 hours of use on full power and navigation.
To be fair, I tend to charge my Garmin after longer rides and don't really go out for any rides where I am likely to completely deplete the battery. The only time this would have happened was the double dun run last year, but I had the 510 and took a portable battery and charged it to 100% half way.