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Potato is ~5× as filling per calorie as Butter

Score 66 vs 15 on the satiety-per-calorie scale.

Potato

Potato

66

solidly filling · 77 kcal /100 g

Butter

Butter

15

engineered against fullness · 717 kcal /100 g

Same fullness, very different calories

Roughly what it costs to reach the fullness of 300 kcal of butter:

Butter~300 kcal · ~42 g

300 kcal

Potato~67 kcal · ~86 g

67 kcal

A rough guide, not a lab measurement — it treats fullness per calorie as constant across portion sizes, which is a simplification. How the score works.

Why they score differently

Protein

Potato
1
Butter
0

Water

Potato
52
Butter
1

Fiber

Potato
4
Butter
0

Savoury — pulls the score down

Potato
−0%
Butter
−16%

The numbers

Per 100 gPotatoButter
Score6615
Energy77 kcal717 kcal
Protein2.0 g0.8 g
Fat0.1 g81.1 g
Carbohydrate17.5 g0.1 g
…of which sugars0.8 g0.1 g
Fiber2.1 g0.0 g
Sodium6 mg643 mg

Satiety per calorie, not a virtue scale — neither food is forbidden.