(All times Eastern).

The Handmaid’s Tale (Hulu streaming) Offred takes a big risk in the penultimate episode of the season.

Jimmy Kimmel Live: Game Night (ABC at 8) Will Ferrell joins the late-night host ahead of Game 3 of the NBA Finals.

MasterChef (Fox at 8) The contestants compete for a spot in the top 20.

The Carmichael Show (NBC at 9) Marla Gibbs guest-stars as Jerrod’s grandmother.

NBA Finals (ABC at 9) The Golden State Warriors face the Cleveland Cavaliers in Game 3.

Then and Now With Andy Cohen (Bravo at 10) Susan Lucci helps us remember 1981, when “Dynasty” hit prime-time TV.

CMT Music Awards (CMT at 8) “Nashville” star Charles Esten hosts this year’s event, which will feature performances by Kelsea Ballerini; Little Big Town; Blake Shelton; Luke Bryan; Thomas Rhett; Miranda Lambert; Earth, Wind & Fire; and Lady Antebellum. Also: Jason Aldean, Darius Rucker and Charles Kelley will pay tribute to the late Gregg Allman.

Conan (TBS at 11) Nick Offerman, Annabelle Wallis, Mark Normand.

Daily Show (Comedy Central at 11) Sebastian Junger, Nick Quested.

Fallon (NBC at 11:34) Norm Macdonald, Chelsea Clinton, Robert Irwin, Rae Sremmurd.

Colbert (CBS at 11:35) Tilda Swinton, Andy Cohen, Jordan Klepper.

Kimmel (ABC at 12:05) Michael Keaton, Mike Tyson, Charlie Wilson, Robin Thicke.

Corden (CBS at 12:37) Tom Cruise, Jennifer Hudson, Russell Brand, Anthony Joshua, Kings of Leon.

Meyers (NBC at 12:37) Alan Alda, Mary Elizabeth Winstead, Desus & Mero.

— Bethonie Butler