The nominees for the 70th Primetime Emmy Awards were revealed on Thursday.

Defending Outstanding Drama Series winner The Handmaid's Tale performed well again, netting 20 nominations including nods for Elisabeth Moss and guest actress Samira Wiley, the latter of whom announced the nominations. But The Handmaid's Tale faces stiff competition from Game of Thrones, which is returning to contention after missing the eligibility window last year and led all nominees with 22 nominations, as well as Westworld, which scored 21.

Killing Eve's Sandra Oh, who is Korean-Canadian, made history as the first woman of Asian descent to be nominated for a best actress in a drama Emmy.

On the comedy side, Saturday Night Live led with 21 nominations, including nods for last year's supporting winners Kate McKinnon and Alec Baldwin and the first-ever acting nomination for Kenan Thompson, who has been on the show since 2003. Roseanne, which was the season's success story before it was canceled when star Roseanne Barr posted a racist tweet, received just two nominations, with Laurie Metcalf getting a supporting actress nod and the show a nomination for editing.

Jesus Christ Superstar Live in Concert was nominated in 13 categories, including Outstanding Variety Special (Live) and Lead Actor in a Limited Series or Movie for John Legend, who starred and served as an executive producer. If he wins in either category, Legend will achieve the vaunted EGOT: Emmy, Grammy, Oscar, Tony.

And for the first time in 18 years, HBO is not the leader in total nominations. The premium cable network snagged 108 nominees, four fewer than Netflix.

While many TV fans were celebrating their favorite show's nominations, others were outraged to find their programs and/or actors of choice snubbed by the Television Academy. Although This Is Us scored eight nominations, some fans couldn't believe that Mandy Moore didn't get a nod for her performance as Rebecca Pearson. Twin Peaks: The Return was also shut out of all the major categories (it did get nine nominations, but mostly in the technical races).

Check out the full list of major nominees below, and the nominees for all 122 categories here.

Check out our complete Emmys coverage here

Drama Series
The Americans
The Crown
Game of Thrones
The Handmaid's Tale
Stranger Things
This Is Us
Westworld

Actor in a Drama Series
Jason Bateman - Ozark
Sterling K. Brown - This Is Us
Ed Harris - Westworld
Matthew Rhys - The Americans
Milo Ventimiglia - This Is Us
Jeffrey Wright - Westworld

Actress in a Drama Series
Claire Foy - The Crown
Tatiana Maslany - Orphan Black
Elisabeth Moss - The Handmaid's Tale
Sandra Oh - Killing Eve
Keri Russell - The Americans
Evan Rachel Wood - Westworld

Comedy Series
Atlanta
Barry
black-ish
Curb Your Enthusiasm
GLOW
The Marvelous Mrs. Maisel
Silicon Valley
Unbreakable Kimmy Schmidt

Actor in a Comedy Series
Anthony Anderson - black-ish
Ted Danson - The Good Place
Larry David - Curb Your Enthusiasm
Donald Glover - Atlanta
Bill Hader - Barry
William H. Macy - Shameless

Actress in a Comedy Series
Pamela Adlon - Better Things
Rachel Brosnahan - The Marvelous Mrs. Maisel
Allison Janney - Mom
Issa Rae - Insecure
Tracee Ellis Ross - black-ish
Lily Tomlin - Grace and Frankie

Limited Series
The Alienist
The Assassination of Gianni Versace: American Crime Story
Genius: Picasso
Godless
Patrick Melrose

Television Movie
Fahrenheit 451
Flint
Paterno
The Tale
USS Callister: Black Mirror

Actor in a Limited Series or Movie
Antonio Banderas - Genius
Darren Criss - The Assassination of Gianni Versace: American Crime Story
Benedict Cumberbatch - Patrick Melrose
Jeff Daniels -The Looming Tower
John Legend - Jesus Christ Superstar
Jesse Plemons - USS Callister: Black Mirror

Actress in a Limited Series or Movie
Jessica Biel - The Sinner
Laura Dern - The Tale
Michelle Dockery - Godless
Edie Falco - Law & Order True Crime: The Menendez Murders
Regina King - Seven Seconds
Sarah Paulson - American Horror Story: Cult

Reality/Competition Series
The Amazing Race
American Ninja Warrior
Project Runway
RuPaul's Drag Race
Top Chef
The Voice

Variety Sketch Series
At Home with Amy Sedaris
Drunk History
I Love You, America
Portlandia
Saturday Night Live
Tracey Ullman's Show

Variety Talk Series
Full Frontal with Samantha Bee
Jimmy Kimmel Live!
Last Week Tonight
The Daily Show with Trevor Noah
The Late Late Show with James Corden
The Late Show with Stephen Colbert

Supporting Actor in a Drama Series
Nikolaj Coster-Waldau - Game of Thrones
Peter Dinklage - Game of Thrones
Joseph Fiennes - The Handmaid's Tale
David Harbour - Stranger Things
Mandy Patinkin - Homeland
Matt Smith - The Crown

Supporting Actress in a Drama Series
Alexis Biedel - The Handmaid's Tale
Millie Bobby Brown - Stranger Things
Ann Dowd - The Handmaid's Tale
Lena Headey - Game of Thrones
Thandie Newton - Westworld
Yvonne Strahovski - The Handmaid's Tale

Supporting Actor in a Comedy Series
Louie Anderson - Baskets
Alec Baldwin - Saturday Night Live
Tituss Burgess - Unbreakable Kimmy Schmidt
Tony Shalhoub - The Marvelous Mrs. Maisel
Kenan Thompson - Saturday Night Live
Henry Winkler - Barry

Supporting Actress in a Comedy Series
Zazie Beetz - Atlanta
Alex Borstein - The Marvelous Mrs. Maisel
Aidy Bryant - Saturday Night Live
Betty Gilpin - GLOW
Leslie Jones - Saturday Night Live
Kate McKinnon - Saturday Night Live
Laurie Metcalf - Roseanne
Megan Mullally - Will & Grace

Supporting Actor in a Limited Series or Movie
Jeff Daniels - Godless
Brandon Victor Dixon - Jesus Christ Superstar
John Leguizamo - Waco
Ricky Martin - The Assassination of Gianni Versace: American Crime Story
Edgar Ramirez - The Assassination of Gianni Versace: American Crime Story
Michael Stuhlbarg - The Looming Tower
Finn Wittrock - The Assassination of Gianni Versace: American Crime Story

Supporting Actress in a Limited Series or Movie
Sara Bareilles - Jesus Christ Superstar Live In Concert
Penelope Cruz - The Assassination of Gianni Versace: American Crime Story
Judith Light - The Assassination of Gianni Versace: American Crime Story
Adina Porter - American Horror Story: Cult
Merritt Wever - Godless
Letitia Wright - Black Museum: Black Mirror

Guest Actor in a Drama Series
F. Murray Abraham - Homeland
Cameron Britton - Mindhunter
Matthew Goode - The Crown
Ron Cephas Jones - This Is Us
Gerald McRaney - This Is Us
Jimmi Simpson - Westworld

Guest Actress in a Drama Series
Viola Davis - Scandal
Kelly Jenrette - The Handmaid's Tale
Cherry Jones - The Handmaid's Tale
Diana Rigg - Game of Thrones
Cicely Tyson - How to Get Away With Murder
Samira Wiley - The Handmaid's Tale

Guest Actor in a Comedy Series
Sterling K. Brown - Brooklyn Nine-Nine
Bryan Cranston - Curb Your Enthusiasm
Donald Glover - Saturday Night Live
Bill Hader - Saturday Night Live
Lin-Manuel Miranda - Curb Your Enthusiasm
Katt Williams - Atlanta

Guest Actress in a Comedy Series
Tina Fey - Saturday Night Live
Tiffany Haddish - Saturday Night Live
Jane Lynch - The Marvelous Mrs. Maisel
Maya Rudolph - The Good Place
Molly Shannon - Will & Grace
Wanda Sykes - black-ish

Structured Reality Program
Antiques Roadshow
Fixer Upper
Lip Sync Battle
Queer Eye
Shark Tank
Who Do You Think You Are?

Unstructured Reality Program
Born This Way
Deadliest Catch
Intervention
Naked and Afraid
RuPaul's Drag Race: Untucked
United Shades of America With W. Kamau Bell

Animated Program
Big Hero 6
Bob's Burgers
Rick and Morty
The Simpsons
South Park

The 70th Primetime Emmy Awards will air Monday, Sept. 17 at 8 p.m. ET / 5 p.m. PT on NBC.