The tech giant's music streaming service, Google Play Music, and their video platform, YouTube, have analysed the streaming volumes of the artists nominated to see who would win if it was a popularity contest.
It's no shock that Adele is likely to walk away with the most prizes, including British Female Solo Artist and British Single for 'Hello'.
However, Google Play Music's data predicts that the star's multi-million-selling album 25 will be pipped to the post for British Album of the Year by James Bay's debut record Chaos and the Calm.
The singer-songwriter is also down to scoop the coveted Best British Male Solo Artist gong too.
Years & Years could have a good night as well. The British band are the favourites to take home both the Best British Breakthrough and Best British Group awards.
However, when Google looked at its YouTube data for the most streams on the platform, the winner predictions changed slightly.
James Bay loses his Best British Male Solo Artist gong to Calvin Harris, while Years & Years lose out on Best British Group to One Direction.
The full list of Google's Brit Awards 2016 predictions are as follows:
Google Play Music
Best British Album: Chaos and the Calm - James Bay
Best British Group: Years & Years
Best Male Solo Artist: James Bay
Best British Female Solo Artist: Adele
Best British Single: Hello - Adele
Best British Breakthrough: Years & Years
Best International Male Solo Artist: Justin Bieber
Best International Female Solo Artist: Ariana Grande
Best International Group: Major Lazer
YouTube
Best British Group: One Direction
Best Male Solo Artist: Calvin Harris
Best British Female Solo Artist: Adele
Best British Single: Hello - Adele
Best British Breakthrough: Years & Years
Best International Male Solo Artist: Justin Bieber
Best International Female Solo Artist: Ariana Grande
Best International Group: Major Lazer
"The Brits is without doubt the biggest event in the UK music calendar and we're proud to have YouTube and Google Play Music involved as key partners this year, with both helping to make the event truly global, and accessible to music fans everywhere," said Christophe Muller, Head of International Music Partnerships at YouTube and Google Play Music.
"Our predictions are based on a number of key factors which we feel give an interesting insight into the potential winners.
"While Adele coming out on top may be of no surprise, the duel for Best British Group between One Direction and Years & Years is a close one and we look forward to seeing who comes out top on the night."
The Brit Awards 2016 will be hosted by Ant & Dec at London's O2 Arena on February 24. It will be broadcast live on ITV from 8pm.
Adele, Justin Bieber, Rihanna, Little Mix, Jess Glynne, The Weeknd and Coldplay are among the confirmed performers.