Prep the pan: Line the bottom of a 9-inch springform pan with parchment. Lightly grease the sides.
Preheat the oven to 325°F (163°C).
Make the crust: In a bowl, combine almond flour, erythritol, salt, and cinnamon. Stir in melted butter and vanilla until it looks like damp sand.
Form and par-bake: Press the mixture firmly into the pan, going slightly up the sides. Bake for 10 minutes.
Set aside to cool slightly while you make the filling.
Beat the cream cheese: In a large bowl, beat cream cheese on medium-low until smooth and fluffy, about 1–2 minutes. Scrape the bowl.
Add sweetener and spices: Mix in powdered erythritol, pumpkin pie spice, cinnamon (if using), and salt. Blend until smooth, avoiding overmixing.
Incorporate pumpkin and sour cream: Add pumpkin puree and sour cream.
Mix on low just until combined and creamy. Scrape the sides again.
Add eggs last: Beat in eggs one at a time on low, just until no streaks remain. Overbeating introduces air and can cause cracks.
Fill the pan: Pour the batter over the crust.
Tap the pan gently on the counter to release air bubbles.
Optional water bath: For an extra-smooth texture, wrap the outside of the springform pan with foil and place it in a larger pan. Pour hot water halfway up the sides. If skipping the bath, place a separate pan of hot water on the lower rack to add moisture.
Bake: Bake at 325°F (163°C) for 55–70 minutes.
The edges should be set, and the center should still wobble slightly. If the top browns too fast, tent loosely with foil.
Cool gradually: Turn off the oven, crack the door, and let it sit for 30–45 minutes. Then move to a cooling rack until room temperature.
Chill to set: Cover and refrigerate for at least 6 hours, preferably overnight.
This step firms the texture and deepens the flavor.
Serve: Release the springform ring. Slice with a hot, clean knife, wiping between cuts. Add whipped cream or pecans if you like.