Taste of Country talked to dozens of country music's hottest stars ahead of the 2018 CMA Awards this week, and we asked them to pick who they think will win Entertainer of the Year.

Who do you think came out on top?

It's the second straight year artists have participated in this survey, for which they can vote anonymously. In 2017, the collective correctly predicted that Garth Brooks would win, and it wasn't really all that close. This year's artist survey winner was decided by a single vote, with Luke Bryan edging Kenny Chesney.

See Luke Bryan's 5 Best CMA Moments Ever!

Jason Aldean, Chris Stapleton and Keith Urban are also nominated for Entertainer of the Year at the 2018 CMA Awards. It's not clear how many of the nearly 60 artists polled actually voted for the award in an official capacity, but even if all did, it's but a small sampling of the thousands of votes cast each year. According to the CMA Awards website, there are more than 7,400 eligible members.

Stapleton has the most CMA nominations for  the Nov. 14 ABC broadcast. His seven top Aldean, Urban, Thomas Rhett and Miranda Lambert, who have four apiece. If Bryan wins, it'd be his third CMA Entertainer of the Year snag, following wins in 2014 and 2015. Chesney has won four times, Urban once Aldean and Stapleton zero times. All of the above artists are slated to perform at the 52nd-annual show.

Brad Paisley and Carrie Underwood return to host for an eleventh straight time.

Remember: The best way to watch the CMA Awards is on ABC, with ToC on your phone. 

16 Most Iconic CMA Awards Wins Ever:

More From Taste of Country