Spoiler alert: The Nightmare Before Christmas is only No. 3.

October is the season for scarves, pumpkin spice lattes, complaining about pumpkin spice lattes, decorative gourds, changing leaves, and stressing about group Halloween costumes. But it's also the season for my favorite specific subset of movies: spooky stop-motion animation. And so, we're counting down the top 10 stop-motion movies you need to watch before the convenience stores start playing Christmas music.

10. Anomalisa (2015)

Credit: Paramount Pictures

Anomalisa is a brilliant film, but it evokes a more existential fear than spookiness. No. 10 spot it is.

9. James and the Giant Peach (1996)

Credit: Everett Collection

Although it's not a classic horror story, James' aunts are straight-up terrifying. Unfortunately, points are docked because they only appear in the live-action portion of the film.

8. Wallace and Gromit: The Curse of the Were-Rabbit (2005)

Wallace and Gromit: Curse of the Were-Rabbit
Credit: DreamWorks Animation SKG © & TM Aardman Animations Ltd.

The trouble here is the overall aesthetic: It's too classic Wallace and Gromit to be fully spooky. And it doesn't help that the Were-Rabbit is adorable.

7. Kubo and the Two Strings (2016)

KUBO AND THE TWO STRINGS, from left: Kubo (voice: Art Parkinson), Beetle (Voice Matthew
Credit: Everett Collection

We've reached classic spooky territory with our No. 7 spot. But, while Kubo has witches and giant bugs, it doesn't quite evoke a Halloween vibe.

6. The Boxtrolls (2014)

THE BOXTROLLS (2014)Eggs (center) is the main character.
Credit: LAIKA

An under-appreciated classic about a boy who was raised believing he's a Boxtroll and the cheese-hungry troll hunter trying to capture his family, The Boxtrolls is an all-around delight. Although it captures the slightly grotesque, macabre aesthetic essential to the spooky stop-motion animated genre, the movie itself is more sweet than spooky.

5. Frankenweenie (2012)

Credit: Disney

This pastiche of Vincent Price-era horror movies is genuinely scary at times, but, it is a comedy, which diminishes its spookiness. Still, Tim Burton arguably hasn't made a better film since.

4. ParaNorman (2012)

Credit: LAIKA

Brilliant, smart, and funny, ParaNorman just lacks the gothic-y aesthetic I've arbitrarily decided is required in my standard of spookiness.

3. The Nightmare Before Christmas (1993)

Jack Skellington delivers in 'The Nightmare Before Christmas'
| Credit: Buena Vista Pictures

Despite what I find a wholly unconvincing love story, The Nightmare Before Christmas is the gold standard to which other spooky stop-motion animated movies are compared. It deserves its legions of obsessed fans. "Jack's Lament" should be considered a Broadway standard.

2. Corpse Bride (2005)

Tim Burton's Corpse Bride
Credit: Warner Bros.

Amazing character design and catchy songs — the best of the Tim Burton pack. I realize it's controversial putting Corpse Bride above Nightmare Before Christmas, but Nightmare loses points for its Christmas overlap, while Corpse Bride is pure gothic. Go listen to "The Piano Duet" right now and tell me it's not haunting.

1. Coraline (2009)

Credit: LAIKA

A perfect, brilliantly crafted story that evokes the particular fear and unmooring of being a child. The Coraline adaptation lived up to its Neil Gaiman source material, but it introduced a distinct visual aesthetic that added texture and visceral spookiness. The unchallenged victor.