Leaderboard/Frizz-prone hair/ingredient effects
Hair type

Frizz-prone hair

Hair that swells and frizzes in humidity.

Ingredient Score with vs without it Effect t With Without
Retinyl Palmitate
-777 -29.1 3 293
Hydroxypropyltrimonium Hydrolyzed Wheat Protein
+597 +20.3 3 293
Trideceth-3
+537 +19.3 9 287
Silicone Quaternium-22
+550 +18.6 3 293
Steareth-6
+533 +18.1 8 288
Glyoxal
-719 -15.9 5 291
Methyl Benzoate
-341 -15.6 3 293
2-Oleamido-1,3-Octadecanediol
+584 +15.5 3 293
PEG-100 Stearate
+560 +15.2 9 287
Amodimethicone
+559 +13.8 18 278
PEG-200 Hydrogenated Glyceryl Palmate
-289 -12.4 7 289
Hydroxyethyl-2-Nitro-p-Toluidine
-287 -11.9 3 293
PEG-45m
+359 +11.1 4 292
Magnesium Citrate
+443 +10.8 4 292
Dimethicone
+426 +10.0 50 246
Ascorbic Acid
-274 -9.8 8 288
Cetearyl Alcohol
+730 +9.8 4 292
Stearamidopropyl Dimethylamine
+730 +9.8 4 292
Sodium Hydrolyzed Potato Starch Dodecenylsuccinate
+349 +9.7 3 293
PEG-7 Amodimethicone
+349 +9.7 3 293
Sodium Bicarbonate
+349 +9.7 3 293
Disodium Tetrapropenyl Succinate
+349 +9.7 3 293
Acetic Acid
+407 +9.7 18 278
Sodium Sulfite
-277 -9.4 7 289
Sophora Flavescens Root Extract
-251 -9.1 3 293
Polygonum Multiflorum Root Extract
-251 -9.1 3 293
Morus Alba Bark Extract
-251 -9.1 3 293
Swertia Japonica Extract
-251 -9.1 3 293
Plantago Asiatica Extract
-251 -9.1 3 293
Opuntia Ficus-Indica Fruit Extract
-251 -9.1 3 293

Effect is the difference in mean score (Elo points) between ranked shampoos that contain the ingredient and those that do not; |t| above about 2 is unlikely to be chance alone.