WHY Face Ratings On This Forum Are Toxic and Completely Misleading, Science is the only way (water thread for teens and greys under under 18)

C

Chasingthedream569

Gold
Joined
Mar 10, 2025
Posts
750
Reputation
864
Most face ratings you see aren’t honest opinions, they’re mirrors of insecurity and bias. People don’t rate faces objectively they rate how a face makes them feel. A confident user might give a low score out of jealousy. Someone with self-doubt might overrate others to boost their own ego. Every number you see is filtered through someone else’s fears, envies, and social conditioning not your actual appearance, smv, or face rating.


I’ve noticed this across almost every post users migrate constantly between ratings, not just on different faces but on the same one, sometimes minutes apart. They can’t even consistently describe the flaws or strengths, they just react. Their brains chase the pleasure of judgment, the tiny rush from scoring someone up or down, rather than observing objectively, most importantly SCIENTIFICALLY.


If you’re going to assess yourself, use measurements, ratios, skin health etc. Metrics your brain can control. Everything else is just noise, feeding other people’s ego, never ever take rating from a human being because even people like FaceIQ will always have some bias

ABOUT HUMAN BIAS AND PREFERENCE:
Human ratings are fundamentally unreliable because our brains are wired for bias and preference, not objectivity. Halo effects, and looks preference, social comparison, and personal insecurities distort every judgment. Studies show the same face can receive wildly different ratings depending on who is looking, their emotional state, or even context like lighting and expression. This isn’t just anecdote, it’s hardwired human behavior. Relying on these scores for validation, while ignoring measurable reality
 
  • +1
Reactions: lookscell2, anything for psl, LTNUser and 3 others
Most face ratings you see aren’t honest opinions, they’re mirrors of insecurity and bias. People don’t rate faces objectively they rate how a face makes them feel. A confident user might give a low score out of jealousy. Someone with self-doubt might overrate others to boost their own ego. Every number you see is filtered through someone else’s fears, envies, and social conditioning not your actual appearance, smv, or face rating.


I’ve noticed this across almost every post users migrate constantly between ratings, not just on different faces but on the same one, sometimes minutes apart. They can’t even consistently describe the flaws or strengths, they just react. Their brains chase the pleasure of judgment, the tiny rush from scoring someone up or down, rather than observing objectively, most importantly SCIENTIFICALLY.


If you’re going to assess yourself, use measurements, ratios, skin health etc. Metrics your brain can control. Everything else is just noise, feeding other people’s ego, never ever take rating from a human being because even people like FaceIQ will always have some bias

ABOUT HUMAN BIAS AND PREFERENCE:
Human ratings are fundamentally unreliable because our brains are wired for bias and preference, not objectivity. Halo effects, and looks preference, social comparison, and personal insecurities distort every judgment. Studies show the same face can receive wildly different ratings depending on who is looking, their emotional state, or even context like lighting and expression. This isn’t just anecdote, it’s hardwired human behavior. Relying on these scores for validation, while ignoring measurable reality
 
Where do I get the accurate measurements and ratios
 
  • +1
Reactions: acm
Where do I get the accurate measurements and ratios
learn the correct ratios and do it yourself. I think you essentially have to take a non frauded front and side photo and measure the ratios of your face using pixels. so for example if you wanna measure chin to philtrum: you put a line on your philtrum (say 10 pixels) then on your chin and count the pixels (20 pixels) then you know your chin to philtrum is 2:1 and u just do the rest of your face. I THINK this is a more accurate way of measuring ratios but there may be a better version. just take a photo of yourself then import it onto paint.net or photoshop and u can do it there
 
  • +1
Reactions: LTNUser, coper1010 and 5'7" 3/4s
learn the correct ratios and do it yourself. I think you essentially have to take a non frauded front and side photo and measure the ratios of your face using pixels. so for example if you wanna measure chin to philtrum: you put a line on your philtrum (say 10 pixels) then on your chin and count the pixels (20 pixels) then you know your chin to philtrum is 2:1 and u just do the rest of your face. I THINK this is a more accurate way of measuring ratios but there may be a better version. just take a photo of yourself then import it onto paint.net or photoshop and u can do it there
Be careful with lens distortion, and also remember that candids are law

I took pics 2 feet apart, and I went through my old candids(they were ugly as fuck, it was painful but I had to) and was able to give myself a pretty objective rating.
 
  • +1
Reactions: terrorblade, LTNUser, acm and 1 other person
Be careful with lens distortion, and also remember that candids are law

I took pics 2 feet apart, and I went through my old candids(they were ugly as fuck, it was painful but I had to) and was able to give myself a pretty objective rating.
It's not about you giving objective rating it's about what the ratios and Proportions say because even when we give rating ourselves there is always bias
 
  • +1
Reactions: LTNUser and 5'7" 3/4s
Go to a hooker to ask her to rate your face (I did this but she didn’t speak English so I just fucked her, should have spoke English huh…)
 
Be careful with lens distortion, and also remember that candids are law

I took pics 2 feet apart, and I went through my old candids(they were ugly as fuck, it was painful but I had to) and was able to give myself a pretty objective rating.
In a candid why do most people have a bad look from the side?
 
ascension is possible for everyone
useless thread btw
Not possible for sub psl 3s

But the truth is most people can get surgery and still be abused dogs
 
Then why did you say its possible for anyone, jfl at your logic
cuz its possible for everyone
sub3 has less chances to ascend than ltn but still he can ascend due to hardmaxx or smth
 
  • +1
Reactions: Chasingthedream569

Similar threads

habeebullah
Replies
45
Views
2K
miloeatscookies
miloeatscookies
omnis
Replies
69
Views
3K
NEET_Emperor
NEET_Emperor
mcmentalonthemic
Replies
91
Views
2K
karmacita901
karmacita901
Aryan Incel
Replies
136
Views
10K
xyukeeee
xyukeeee

Users who are viewing this thread

Back
Top