
The seed oil war, settled by the data.
Swipe →
The traditional fat, modern frameworks are wary of.
Real and minimally processed, but its saturated fat load keeps butter near the bottom of most diet scorecards.

The generic bottle, generically ranked.
An unspecified blend usually dominated by soybean oil, vegetable oil scores low for the same reasons as other heavily refined seed oils.
High smoke point, middling score.
Great for frying, but its omega-6 heavy profile keeps peanut oil firmly in the middle of the pack.

The most argued-about bottle in the pantry.
Canola oil's refined, high-heat processing is exactly what seed-oil skeptics point to — even though its fat profile isn't unreasonable on paper.

A seed oil with a mixed report card.
High in polyunsaturated fat, sunflower oil splits opinion — some frameworks credit the fat profile, others flag the processing.

Butter, minus the part that bothers people.
With milk solids removed, ghee scores a bit better than butter on tolerability — though it's still mostly saturated fat.

Saturated fat with a cult following.
Beloved by keto and paleo for its MCTs, but its high saturated fat content keeps it controversial elsewhere.

Flavor-forward, framework-approved.
Used more for flavor than volume, sesame oil's fat profile still scores well across most major diets.
The high-heat alternative that holds up.
A similar fat profile to olive oil with a higher smoke point makes avocado oil a favorite for searing and roasting.
Still undefeated.
Monounsaturated fat, polyphenols, and a near-universal endorsement across diets keep olive oil at the top of every cooking fat ranking.
Prefer to scan? The full list is below.
The most contested shelf in your kitchen. From extra-virgin olive oil to the seed oils every wellness account warns about — every cooking fat ranked by how it scores across keto, paleo, Mediterranean, and the rest.
The seed oil debate generates more heat than light. Instead of picking a side, we ranked the most common cooking oils and fats by their actual score across 11 dietary frameworks — best at the top, worst at the bottom.
Ranked by mean score across all 11 diets.







The rest of the pantry, scored the same way.

Fish oil
fats-oils

Avocado oil spray
fats-oils

Flaxseed oil
fats-oils

Hemp seed oil
fats-oils

Walnut oil
fats-oils

Pumpkin seed oil
fats-oils

MCT oil
fats-oils
Grapeseed oil
fats-oils
Duck fat
fats-oils

Safflower oil
fats-oils
Explore how every food scores across 11 diets.