Chocolate Chip Cookie Lab612 recipes
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Peanut Butter Protein Chocolate Chip Cookies

Tieghan Gerard · halfbakedharvest.com · 2023 · Original Recipe

Against 612 chocolate chip cookie recipes

1/5 chewy and 5/5 crisp, with more fat than 96% of recipes and less chocolate than 91%.

See how all 612 cookie recipes compare →

Perfectly crisp on the edges, but soft and oh-so-chewy in the center...the best kind of cookie!

Author sayschewydescriptioncrispydescriptionsoftdescription
1

Chewiness

5

Crispiness

2

Cakeyness

2

Thickness

5

Spread

5

Richness

3

Sweetness

4

Flavor add-ins

Scores are 1 to 5 across all 612 recipes. Chewiness, crispiness, cakeyness and thickness are computed from the recipe using a published-science rubric; spread, richness, sweetness and flavor add-ins are percentile ranks of the ingredient numbers. See how it works.

Why it scores this way

Every rubric factor that applies to this recipe, with the points it adds or removes. Hover a factor for the mechanism behind it. The displayed thickness score comes from a fitted model that agrees slightly better with authors' words; these are the rubric's reasons.

Chewiness

1/5 · -0.3 pts
  • -0.5almond flour only
  • +0.3fat-rich dough (flour:fat 0.71)
  • -0.3long bake (350°F, 16 min)
  • +0.2baking soda

Crispiness

5/5 · +3.8 pts
  • +2.0white sugar (100% of sugar)
  • +0.8fat-rich dough (flour:fat 0.71)
  • +0.7long or low bake (350°F, 16 min)
  • +0.3baking soda

Cakeyness

2/5 · +0.9 pts
  • +0.6creamed butter
  • +0.3white sugar (100% of sugar)

Thickness

2/5 · +0.0 pts

No factor applies.

Scores are computed from the recipe using a published-science rubric. See how it works.

chewycrispysoft

Ingredients

salted butter113g
maple syrup156g
peanut butter114g
egg50g
vanilla extract8g
almond flour160g
unflavored protein powder35g
baking soda6g
kosher salt2g
semi-sweet140g
flaky sea salt6g
Total dough weight789g

Process

Mixing
creaming
Butter
room temp
Eggs
whole
Bake Temp
350°F (177°C)
Bake Time
15-17 min
Chill
None
Yield
~18 cookies
Sheet Prep
parchment

Recipe Radar

How this recipe's ratios compare to the dataset. Amber = this recipe, dashed gray = dataset median.

Outlier Profile

Uniqueness score: 3.0, a single number for how far this recipe sits from the typical recipe across all ratios. Each bar is a z-score: how many standard deviations that ratio sits above or below the dataset mean.

Percentile Rankings

Where this recipe falls compared to all 612 recipes in the dataset.

Flour:Fat0.71 (6th percentile)
Flour:Sugar1.03 (30th percentile)
Brown:White Sugar0 (19th percentile)
Egg:Flour0.31 (65th percentile)
Chocolate:Flour0 (4th percentile)
Fat %28.7 (97th percentile)
Sugar %19.8 (44th percentile)
Hydration0.31 (58th percentile)
Bake Temp350 (41th percentile)

Key Ratios

Flour:Fat

0.71

Flour:Sugar

1.03

Brown:White Sugar

0

Egg:Flour

0.31

Chocolate:Flour

0

Fat %

28.7

Sugar %

19.8

Flour %

20.3

Hydration

0.31

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