RATIOS DEBUNKED GTFIH; BEAUTY EXPLAINED

NuclearGeo20

NuclearGeo20

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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

Screenshot 2025 04 14 115352


The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

1756528015132
1756528042841
1756528073219
1756528113474
1756528138639
1756528239948
1756528340286
1756528461000
1756528958729


Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

1756535543436


From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

1756536574941


The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.

All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.

My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
 
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This took me hours to write and navigate plz rep :feelshah:
 
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Here’s a TL;DR of the thread you shared:




Claim: Ratios don’t determine facial attractiveness — only features and their measurements do.


Pillars of attractiveness:


  1. Averageness – Faces close to the population mean look healthier and more genetically stable.
  2. Dimorphism – Masculine traits in men and feminine traits in women signal reproductive fitness.
  3. Symmetry – Balanced features signal proper development and health.
  4. Health & Age – Youth, vitality, and visible health cues increase attractiveness.

Core arguments:


  • Every facial feature has a “perfect amount” (size, width, height, spacing). Deviating too far in either direction makes it less attractive.
  • Ideal beauty ≈ average + dimorphic + healthy measurements. Models and morphs confirm this.
  • Eyeball size is fixed (~24mm) across populations → therefore ratios like bizygomatic width ÷ eye width simply reduce to absolute bizygomatic width.
  • Skull size works the same way: too big = giant-like, too small = infantile. There’s an optimal cranial measurement.
  • Ratios mislead: keeping “ratios” the same while altering feature sizes produces ugly results. Example: shrinking eyes while maintaining ratios looks unnatural.
  • Our brains judge features individually, not ratios. Eye spacing, jaw width, nose size, etc., are judged against their own ideal values, not how they balance in ratios.

Conclusion:


  • Only absolute features/measurements matter for attractiveness.
  • Ratios appear to matter because ideal measurements naturally create ratios close to the average, but they are not the real cause of attractiveness.
  • “Harmony” isn’t real — it’s just the brain’s overall impression after summing good features (halos) and bad features (failos).
 
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Interesting
 
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Awesome thread Op

Too bad 99% of users won't give a fuck about it..

Sad Animation GIF by Holler Studios
 
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Can you guys stick this thread for some time?

@Randomized Shame @Gengar
 
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All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.
 
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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

View attachment 4065754

The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

View attachment 4065761View attachment 4065763View attachment 4065766View attachment 4065772View attachment 4065774View attachment 4065775View attachment 4065778View attachment 4065783View attachment 4065803

Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

View attachment 4065929

From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

View attachment 4065949

The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.


My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
good thread dnr
 
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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

View attachment 4065754

The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

View attachment 4065761View attachment 4065763View attachment 4065766View attachment 4065772View attachment 4065774View attachment 4065775View attachment 4065778View attachment 4065783View attachment 4065803

Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

View attachment 4065929

From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

View attachment 4065949

The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.

All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.

My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
Holy high fucking iq I’m cumming at how thought out this is
 
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Awesome thread Op

Too bad 99% of users won't give a fuck about it..

Sad Animation GIF by Holler Studios
I do, I literally replied to someone on TikTok with a comment saying “good features = good harmony” great minds think alike ig but yeah features ascertained to phenotype will look better the more average the face is, which is why different phenotypical features of certain ethnicities and races look unideal on different phenos, the guy who made this thread is a genius
 
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I always say, looks are health indicators

Directly, good skin(good diet)

Indirectly: Good jaw(can consume food better, better nutrition, to become tall and strong (height pill)

Ect.. fill me in : )
 
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I always say, looks are health indicators

Directly, good skin(good diet)

Indirectly: Good jaw(can consume food better, better nutrition, to become tall and strong (height pill)

Ect.. fill me in : )
I remember also saying on TikTok that “health indicators > genetics” because getting the right nutrition, breathing correctly, and having your mouth shut as a child into adulthood will give your the proper maxillofacial development you need which is what most people did back then, same with jaw width based on chewing hard foods, due to the production of chewy baby food that is fed to babies in modern day, jaw recession occurs and jaw recession will start to overtake facial aesthetics, I hate trying to put all this stuff I think about in one reply but I’ll probably make a thread tmrw
 
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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

View attachment 4065754

The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

View attachment 4065761View attachment 4065763View attachment 4065766View attachment 4065772View attachment 4065774View attachment 4065775View attachment 4065778View attachment 4065783View attachment 4065803

Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

View attachment 4065929

From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

View attachment 4065949

The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.

All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.

My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
Solid observations. Quality thread ❤️‍🩹
 
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I remember also saying on TikTok that “health indicators > genetics” because getting the right nutrition, breathing correctly, and having your mouth shut as a child into adulthood will give your the proper maxillofacial development you need which is what most people did back then, same with jaw width based on chewing hard foods, due to the production of chewy baby food that is fed to babies in modern day, jaw recession occurs and jaw recession will start to overtake facial aesthetics, I hate trying to put all this stuff I think about in one reply but I’ll probably make a thread tmrw
In the end it was all genes in the end, but we have life long bloodlines how awesome is that
 
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I am btw baked asfuck from smoking at the train station
IMG 9264


Goodmorning
 
  • JFL
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I do, I literally replied to someone on TikTok with a comment saying “good features = good harmony” great minds think alike ig but yeah features ascertained to phenotype will look better the more average the face is, which is why different phenotypical features of certain ethnicities and races look unideal on different phenos, the guy who made this thread is a genius
no such thing as a feature being able to fit one person and not another. the reason they stopped facial anthropology is because most phenotypes are deformities and the conversation becomes "muh eugenics"
 
  • Hmm...
Reactions: mandiblade
no such thing as a feature being able to fit one person and not another. the reason they stopped facial anthropology is because most phenotypes are deformities and the conversation becomes "muh eugenics"
I’m curious on that standpoint because I was thinking about *Makusa*(black model) and how wide his nose is, considering other models like Chico or Hernan, how would his nose look on their faces? That’s what sparked that thought, and how facial averageness to pheno is based on common features of said phenotype, would certain features from different phenos have ground on other phenotypes?
 
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Also forget to add uniqueness(your own style), having a average looking face bone wise with unique features

But also style my signature is curly hair with cap
IMG 9267


Shoutout to N:
IMG 9268
 
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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

View attachment 4065754

The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

View attachment 4065761View attachment 4065763View attachment 4065766View attachment 4065772View attachment 4065774View attachment 4065775View attachment 4065778View attachment 4065783View attachment 4065803

Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

View attachment 4065929

From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

View attachment 4065949

The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.

All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.

My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
Water
ocean GIF
 
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Also forget to add uniqueness(your own style), having a average looking face bone wise with unique features

But also style my signature is curly hair with cap View attachment 4066036

Shoutout to N:
View attachment 4066038
they should differ just a little but such as arabs developing a hooked nose to block out sand or black people developing wider features to help humidify air. These changes shouldn't disrupt harmony, just add a unique charm

also you're high af
 
they should differ just a little but such as arabs developing a hooked nose to block out sand or black people developing wider features to help humidify air. These changes shouldn't disrupt harmony, just add a unique charm

also you're high af
 
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I’m such a flipping grey I just peeped ur the guy that people are making those edits abt, forgive me and my grey status :feelsrope:
Np bro treat me like the same, I am just a guy that posted his face here on 2019 ;P
 
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In this thread I will prove that ratios do not matter for attractiveness, and that only features/measurements matter for attractiveness. Some people might say water is wet, but a decent proportion of Looksmax doesn't understand these concepts.

If anybody can logically disprove the logic within this thread, you will collapse my argument; but you will not be able to.

I will start by explaining the visible parts of a face.

Feature- A facial feature is any distinct part of the face — a physical element you can point to, measure, or describe (eyes, nose, mouth, cheekbones, chin, jawline, forehead, etc.).

Measurement Feature- A measurement feature is a specific, single value taken directly from the face — like how wide, tall, or long something is.

For example:
  • Interpupillary distance (the distance between your pupils)
  • Nasal width (how wide your nose is at the nostrils)
  • Chin height (distance from lower lip to bottom of chin)
  • Bizygomatic width (the width of your face)
Basically, it’s a raw number that describes the size or distance of one part of the face, without comparing it to anything else.

A ratio is when you compare two measurements by dividing one by the other.

In faces, a ratio shows how one feature relates in size to another.
For example:
  • Nasal width ÷ mouth width → tells you if the nose is wide or narrow compared to the mouth.
  • Eye width ÷ intercanthal distance → shows how big the eyes are compared to the spacing between them.
This next part will explain what makes a face attractive

The first pillar; averageness

Why averageness makes a face attractive:
  • When a face is “average,” it means its features are close to the population mean (the middle point of what most people look like).
  • Our brains are wired to see these middle-ground features as safer and healthier because they suggest fewer genetic mutations or developmental problems.
  • Extreme or unusual traits can sometimes signal risk (like disease, malnutrition, or mutation). Average traits signal stability.
  • Averageness creates balance—nothing stands out too much, so the face looks smooth and harmonious.
In simple words; lack of striking/weird features makes a face look healthy and genetically robust.

The second pillar; dimorphism

Sexual dimorphism = the biological differences in appearance between males and females of the same species.

For faces:
  • In men: higher dimorphism means traits like a strong jawline, thicker brows, prominent cheekbones, and a more angular face. These signal testosterone, strength, and dominance.
  • In women: higher dimorphism means fuller lips, larger eyes, smoother skin, smaller chin, and softer contours. These signal estrogen, fertility, and youth.
Why it makes faces attractive:
  • Humans evolved to pick up on dimorphic cues because they’re linked to reproductive fitness.
  • Masculine traits in men signal good genes, ability to protect, and high testosterone.
  • Feminine traits in women signal fertility, hormonal health, and reproductive potential.
  • Dimorphism exaggerates the biological “male vs. female blueprint,” making it easier for our brains to categorize someone as a strong, fertile mate.
The 3rd pillar; symmetry

When the left and right sides of a face look very similar, the brain finds it easier to process the image — it feels "right" and natural. Symmetry is also tied to development: when a face grows evenly, it usually means the person didn’t have big disturbances (like disease, malnutrition, or major developmental issues) while growing. So, symmetry acts as a quick signal of stability and health.

That’s why asymmetry — like one eye higher than the other, a crooked nose, or uneven jawlines — often makes a face look less attractive, even if people can’t consciously explain why.

The 4th pillar; health and age

Why age and health matter in attractiveness:​

  1. Health = survival and good genes
    • A face that looks healthy (clear skin, bright eyes, good hair quality, even teeth, etc.) signals that the person’s body is functioning well.
    • Throughout human history, choosing a partner with visible signs of health increased the chances of having children who also survived and thrived.
  2. Youth = fertility and growth potential
    • For women, youth signals fertility — the ability to have children. This is why features like smooth skin, full lips, and thick hair are attractive, because they are strongest during peak reproductive years.
    • For men, youth doesn’t matter as much for fertility, but it does matter for strength, energy, and long-term ability to provide.
  3. Brightness = vitality
    • Bright eyes, shiny hair, and clear skin are all signals of blood flow, nutrition, and hormonal balance. These instantly tell others, “This person is alive, strong, and ready to reproduce.”
  4. Aging = reduced fertility and survival chances
    • Wrinkles, dull skin, thinning hair, or clouded eyes are all cues that the body is wearing down. From an evolutionary perspective, this means lower fertility in women and less strength/stability in men. That’s why faces that look too old are seen as less attractive

This explains why facial morphs are more attractive. When we take a young, dimorphic, and healthy population and merge their features together into one picture, we get a face that is devoid of asymmetries and striking features which signals genetic and physical health.

View attachment 4065754

The more and more you deviate from average facial measurements and features, the uglier you become. Every single handsome model you see aligns close to the population average and the picture above.

View attachment 4065761View attachment 4065763View attachment 4065766View attachment 4065772View attachment 4065774View attachment 4065775View attachment 4065778View attachment 4065783View attachment 4065803

Small deviations can account for race; but overall the craniofacial structure and features should resemble the morph above. Notice how all the models shown look extremely similar. They are different versions of the same thing.


Here is the next assumption we can make. Anything that affects facial attractiveness, there exists a perfect amount of.

Think of it like a slider. If the slider goes too far in one direction (too big, too small, too wide, too narrow), the face starts looking less balanced. But when the slider sits right in the middle — at the “perfect amount” — that’s when the face looks the most harmonious.

For example:
  • Eye spacing: too close = looks off, too far apart = looks off. But right in the middle = balanced and attractive.
  • Jaw width: too wide = harsh, too narrow = weak. But the “perfect” width = strong and appealing.
This “perfect amount” is basically universal. Small differences might exist between populations (like racial or ethnic averages), but the ideal still stays mostly the same across humans.

In short: every feature that can be measured on a scale (small → big, narrow → wide) has a “sweet spot,” and when the feature lands there, the face looks the most attractive.

These pillars define beauty and what makes a face attractive. To put it into simple words, there exists an ideal human face (with small deviations to account for race), and the more you deviate from the "perfect" face, the uglier you become.

Now that you understand the basis of beauty, we can move onto the argument of why only measurements/features matter for facial attractiveness and not "ratios".

For this segment we can assume that there is a perfect face and that EVERY deviation from it will be considered unattractive and unideal.

Premise 1; eyeball size/dimensions stay consistent amongst populations

Eyeball size stays consistent across populations regardless of race and gender. This preserves eye sight because even small deviations in the size and dimensions can affect eye sight and health leading to a lot of problems (we are talking about deviations as small as .5mm!!). Based on this we can assume a perfect eye size that is healthy and allows for optimal human function and any deviation from this eyeball size whether big or small is unideal. In humans, the average diameter is around 24mm wide. So in EVERY ideal human, the eyeball size should remain 24mm wide.

Premise 2; (front profile) there exists an ideal eyeball width to (insert feature) ratio for everything you can see on the face

Consider this thought experiment. Let's take a miscellaneous feature on the face. I will use bizygomatic width to prove my point but you can use any feature you want. The ratio I will use is BZW/EW ((bizygomatic width)/(eye width)).

If we assume that the eyeball width stays consistent in every normal human being, and we also assume that there is a "perfect amount" of this ratio you can have, that means there is a perfect bizygomatic width you can have, since the eyeball size stays consistent. When I took the BZW/EW average of 27 male models it came out to around 5.96, which would mean that the ideal bizygomatic width compared to the eyeball width would be 14.3cm. This is funny because the average and dimorphic bizygomatic width is around 14.3cm-14.4cm, completely aligning with my theory.

Premise 3; cranium size and dimensions matter for attractiveness

Consider this thought experiment. Assume you keep the ratios proportional for the cranium and you keep the PFL and PFH constant so the eyeballs don't fall out.

Too big of a cranium would lead to a giant appearance, and too small would lead to an infantile, baby like appearance. And since everything that affect attractiveness there exists a perfect amount of, we can assume there is a perfect cranium size. This cranium size would have to align with biological standards of beauty (koinophilia and dimorphism), so we can assume an average and dimorphic head size is ideal for aesthetics. This skull would have a proportional height, cranial depth, facial depth, circumference, etc.

This ends the "skull mog" cope because anything below or above the average and dimorphic measurement will be unideal. This aligns with real life because anybody who's actually seen a person with a giant/miniscule cranial circumference knows that it looks uncanny and goofy.

Premise 4; ratios don't make features look good; features make ratios look good

Remember the man from above? For experimental purposes I went ahead and made his eyes smaller. This is to retain facial "ratios" and show people what would happen if we scaled a mans cranium without changing the size of the eyeballs.

View attachment 4065929

From the first glance you can tell he looks ugly. Not only that, he looks like a GIANT despite maintaining facial "ratios". When people rely on ratios like ESR or MFR they forget about the most important ratio(s) which is the eyeball to cranium ratio.

Look at his eye setness, his eyes looks far set despite having a .454 ESR. His eyes look like a dolphin.

This aligns with patterns in real life because some people look wide set despite having a good ESR. If ESR doesn't determine what makes eyes look close or far set, what does? It's the actual distance between the eyes (IPD). You can see for yourself and play around with the ESR. It will never look good if your IPD isn't 65mm.

To give you another example, his nose is too big now and is unideal despite being the same in "ratios" and the same in the context of the entire face.

This proves that ideal features are what make a ratio look good, not the ratio itself. This goes for any ratio on the face (TFWHR, FWHR, ESR, MFR, 1EA).

Premise 5; Your eyes determine falios by looking at each feature individually, not a ratio

This ties in with premise 4. Features wont be ideal just because the "ratio" is good. Disharmonizing one feature in order to "harmonize" with another is foolish thinking, it can only lead to disharmony.

For example I am going to make the eyes wider set of the first image but I will also lengthen the midface to accomodate. This will lead to a similar MFR, we will just distort the features.

View attachment 4065949

The actual ratio doesn't matter, because we are looking at his actual features not how they "harmonize" jfl at this logic. We shouldn't be saying that "his midface is proportional". No, his midface is long and his eyes are far set. They don't harmonize in any way.

All models hover around averaged and dimorphic facial measurements, not averaged ratios. Have you ever seen a giga mogger with a 60mm/70mm IPD? Me neither. They're all around 65mm. And IPD is the most important feature.

Something to think about.

My final conclusion is that average and dimorphic measurements are the only way to tell if a face is good looking. Harmony doesn't exist. Harmony is the final score your brain comes up to after counting the falios (errors) and the halos (beautiful features) of the face. This exists so that our brains can decipher which people have good genetics, and which don't.

Thank you for reading :bigbrain::bigbrain:

@mandiblade thank u for helping me clarify and clear my logic
@Djimo Sorry to keep you waiting this long for the thread

Tagging highiq members: @thecel @Lookologist003
colouring and eyes can make even someone with dog shit bones ascend so hard a lot of this measurement shit is cope. An indian if he had good bones would be mtn at most his white version would be legit hernan drago
 
I’m curious on that standpoint because I was thinking about *Makusa*(black model) and how wide his nose is, considering other models like Chico or Hernan, how would his nose look on their faces? That’s what sparked that thought, and how facial averageness to pheno is based on common features of said phenotype, would certain features from different phenos have ground on other phenotypes?
His nose width doesn't seem like an issue, but the shape is a little off. Nasal width never stopped anyone from being a mogger, only matters at extreme values.
1756545216187
1756545241653
1756545258751


I didnt even know Conor Mcgregor has a wide nose until someone pointed it out. JFL at people actually caring about this feature.

1756545339053


1756545508263
1756545484371
Heres the morph, doesnt makes a difference.
 
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His nose width doesn't seem like an issue, but the shape is a little off. Nasal width never stopped anyone from being a mogger, only matters at extreme values.View attachment 4066094View attachment 4066095View attachment 4066096

I didnt even know Conor Mcgregor has a wide nose until someone pointed it out. JFL at people actually caring about this feature.

View attachment 4066097

View attachment 4066102View attachment 4066100 Heres the morph, doesnt makes a difference.
Tanks, just was curious is all but ur post needs to be in botb honestly
 
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That's actually a good thread, literally true

But a reminder that perfection is not attractive, the aim is to be near perfect wit the style you want

Nobody will be that morph, but be close to it
 
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Tanks, just was curious is all but ur post needs to be in botb honestly
pm me if you have questions about how phenotypes and attractiveness are related. I used to look at facial anthropology data and I came to the conclusion that phenotypes are actually deformities.

I'll tell you this when it comes to evolution of animals and species.

Look at all these wolves. They might have different features but they all have their charm in their own special way. This is how racial/phenotypical diversity is supposed to work. They all look like wolves.

1756545925806
1756545979477


But if we compare ourselves to wolves we find that we are genetically deficient compared to them. Not every human looks like a human. And this is where the disparity in attractiveness becomes more apparent.

Phenotypes are genetic diseases that have been carried on by generation. Races exist within a species, but the differences should be little.
 
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That's actually a good thread, literally true

But a reminder that perfection is not attractive, the aim is to be near perfect wit the style you want

Nobody will be that morph, but be close to it
the closer the better. Also perfection is attractive and there is no evidence to prove otherwise but yea you can rock your own style (racial features)
 
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pm me if you have questions about how phenotypes and attractiveness are related. I used to look at facial anthropology data and I came to the conclusion that phenotypes are actually deformities.

I'll tell you this when it comes to evolution of animals and species.

Look at all these wolves. They might have different features but they all have their charm in their own special way. This is how racial/phenotypical diversity is supposed to work. They all look like wolves.

View attachment 4066109View attachment 4066110

But if we compare ourselves to wolves we find that we are genetically deficient compared to them. Not every human looks like a human. And this is where the disparity in attractiveness becomes more apparent.

Phenotypes are genetic diseases that have been carried on by generation. Races exist within a species, but the differences should be little.
I wonder your data set rn that looks so convincing lmao
 
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I remember also saying on TikTok that “health indicators > genetics” because getting the right nutrition, breathing correctly, and having your mouth shut as a child into adulthood will give your the proper maxillofacial development you need which is what most people did back then, same with jaw width based on chewing hard foods, due to the production of chewy baby food that is fed to babies in modern day, jaw recession occurs and jaw recession will start to overtake facial aesthetics, I hate trying to put all this stuff I think about in one reply but I’ll probably make a thread tmrw
the guy you're talking about here; his name is Beauty Potential and he is a fraud. I'll prove.

All these people have an insane bone structure. But some have better features than others. So it's not all environmental; there is a heavy genetic component.

1756546655386


The question is what caused our genetics to degrade in the first place. I'll let you think about that one.
 
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High IQ OP, well done
 
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the guy you're talking about here; his name is Beauty Potential and he is a fraud. I'll prove.

All these people have an insane bone structure. But some have better features than others. So it's not all environmental; there is a heavy genetic component.

View attachment 4066131

The question is what caused our genetics to degrade in the first place. I'll let you think about that one.
Long term grain diet.
 
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What could cause eyelid exposure in genetics, what long term environmental factor does so

That is an interesting question 🤔🤔🤔🤔
 
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good shit bro:love:
sadly most people dont care about cranial aesthetics like we do...
 
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good shit bro:love:
sadly most people dont care about cranial aesthetics like we do...
the average person is so philosophically naive and they think we're stupid when we question basic things like human interaction

Anyways luv u bro
 
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