FFMI Calculator Ajax
Live Results
Step-by-step derivation
Quick summary
Use this FFMI Calculator to estimate your Fat-Free Mass Index, fat-free mass, and normalized FFMI from body weight, body-fat percentage, and height. FFMI is a height-adjusted lean-mass indicator that can provide more body-composition context than BMI alone.
This calculator is useful for gym-goers, physique athletes, strength trainees, coaches, and fitness-focused users who want to estimate lean mass relative to height. It can also help compare changes during bulking, cutting, maintenance, and body-recomposition phases.
Last updated: June 30, 2026
Method used: Fat-free mass calculation from body weight and body-fat percentage, FFMI = FFM ÷ height², and normalized FFMI adjusted to 1.80 m.
Important note: FFMI is an estimate, not a diagnosis. It does not prove steroid use, natural status, health, athletic ability, muscle quality, or medical risk. The accuracy of FFMI depends heavily on the accuracy of the body-fat percentage entered. Normal reference values differ by sex, age, sport, body-composition method, and population. For medical, athletic, or clinical decisions, use validated body-composition testing and qualified professional guidance.
What This FFMI Calculator Calculates
The calculator estimates fat-free mass first, then uses that value to calculate FFMI and normalized FFMI.
| Result | What It Means | Best Use |
|---|---|---|
| Fat-free mass | The estimated part of body weight that is not fat. | Useful for estimating lean mass from body weight and body-fat percentage. |
| FFMI | Fat-free mass divided by height squared. | Useful for comparing lean mass relative to height. |
| Normalized FFMI | FFMI adjusted to the equivalent of a 1.80 m tall person. | Useful for height-adjusted physique comparison, especially in bodybuilding discussions. |
| Category | A general interpretation label based on the calculator’s ranges. | Useful for quick reading, but it should not be treated as a medical or steroid-use conclusion. |
| Step-by-step derivation | The calculator shows the algebra with your numbers. | Useful for checking how the result was calculated. |
FFMI Calculator Inputs
| Input | Required? | Used For | Input Note |
|---|---|---|---|
| Body weight | Yes | Calculating fat-free mass. | Enter current body weight in kg or lb. |
| Body fat percentage | Yes | Estimating fat-free mass from total weight. | Accuracy depends on how accurately body-fat percentage is estimated. |
| Height | Yes | Calculating FFMI and normalized FFMI. | Enter height in centimeters or feet/inches if supported. |
| Weight unit | Yes | Unit conversion. | Choose kg or lb correctly before reading the result. |
| Height unit | Yes | Unit conversion. | Choose cm or ft/in correctly before calculating. |
FFMI Formula
FFMI is calculated in a similar height-normalized style to BMI, but it uses fat-free mass instead of total body weight.
| What You Want to Find | Formula | Meaning |
|---|---|---|
| Body fat decimal | Body fat decimal = body fat % ÷ 100 | Converts body-fat percentage into decimal form. |
| Fat mass | Fat mass = body weight × body fat decimal | Estimates how much of total weight is fat. |
| Fat-free mass | FFM = body weight × (1 − body fat decimal) | Estimates the non-fat portion of body weight. |
| FFMI | FFMI = fat-free mass(kg) ÷ height(m)2 | Normalizes fat-free mass for height. |
| Normalized FFMI | Normalized FFMI = FFMI + 6.3 × (1.80 − height in meters) | Adjusts FFMI to the equivalent of a 1.80 m person. |
| Weight conversion | kg = lb ÷ 2.20462 | Used when weight is entered in pounds. |
| Height conversion | m = cm ÷ 100 | Used when height is entered in centimeters. |
How the FFMI Calculator Works
The calculator first estimates fat-free mass from body weight and body-fat percentage. It then divides fat-free mass by height squared to calculate FFMI. Finally, it applies the normalized FFMI adjustment to compare the result to a 1.80 m reference height.
| Step | Calculation Stage | Why It Matters |
|---|---|---|
| Step 1 | Enter body weight. | Total body weight is needed to estimate fat-free mass. |
| Step 2 | Enter body-fat percentage. | Body-fat percentage determines how much of body weight is treated as fat mass. |
| Step 3 | Convert weight to kilograms if needed. | FFMI is usually calculated using kilograms and meters. |
| Step 4 | Convert height to meters. | Height squared is used in the denominator of FFMI. |
| Step 5 | Calculate fat-free mass. | This estimates lean mass from total weight and body-fat percentage. |
| Step 6 | Calculate FFMI. | This gives fat-free mass relative to height. |
| Step 7 | Calculate normalized FFMI. | This adjusts the value to a 1.80 m reference height. |
| Step 8 | Show category and derivation. | This helps explain the result and how it was calculated. |
What Fat-Free Mass Includes
Fat-free mass is not the same as skeletal muscle mass only. It includes all non-fat body tissues.
| Included in Fat-Free Mass | Description | Important Note |
|---|---|---|
| Skeletal muscle | Muscle used for movement, posture, strength, and performance. | This is only one part of FFM. |
| Organs | Heart, liver, kidneys, brain, lungs, and other organs. | Organ mass contributes to fat-free mass. |
| Water | Body water inside and outside cells. | Hydration changes can affect body-composition readings. |
| Bone | Bone mineral and skeletal structure. | Some body-composition reports separate bone from lean soft tissue. |
| Connective tissue | Tendons, ligaments, skin, and other non-fat tissues. | These tissues are included in practical FFM estimates. |
FFMI vs BMI
BMI uses total body weight, while FFMI uses fat-free mass. This makes FFMI more useful when the goal is to understand lean mass relative to height.
| Metric | Formula | What It Uses | Main Limitation |
|---|---|---|---|
| BMI | BMI = body weight(kg) ÷ height(m)2 | Total body weight and height. | Does not distinguish fat mass from fat-free mass. |
| FFMI | FFMI = fat-free mass(kg) ÷ height(m)2 | Estimated fat-free mass and height. | Depends heavily on body-fat percentage accuracy. |
| Normalized FFMI | FFMI + 6.3 × (1.80 − height in meters) | FFMI and height adjustment. | Commonly used in bodybuilding discussions but not a universal medical standard. |
FFMI vs Lean Body Mass
Lean body mass and FFMI are related, but they answer different questions. Lean body mass is an estimated amount of non-fat body mass. FFMI adjusts that mass for height.
| Term | Meaning | Example Use |
|---|---|---|
| Fat-free mass | Estimated non-fat body mass in kg or lb. | “I have about 68 kg of fat-free mass.” |
| Lean body mass | Often used similarly to fat-free mass in fitness contexts. | Used in nutrition, training, and body-composition tracking. |
| FFMI | Fat-free mass divided by height squared. | “My FFMI is 21.0.” |
| Normalized FFMI | FFMI adjusted to a 1.80 m reference height. | Often used in physique comparisons across different heights. |
Normalized FFMI Explained
Normalized FFMI adjusts the regular FFMI value to a reference height of 1.80 m. This is intended to reduce some height-related bias when comparing muscularity across people of different heights.
| Height Compared With 1.80 m | Effect on Normalized FFMI | Reason |
|---|---|---|
| Exactly 1.80 m | No adjustment. | Normalized FFMI equals regular FFMI. |
| Shorter than 1.80 m | Normalized FFMI is higher than regular FFMI. | The formula adds 6.3 × the height difference. |
| Taller than 1.80 m | Normalized FFMI is lower than regular FFMI. | The formula subtracts because 1.80 − height becomes negative. |
How to Use This FFMI Calculator
- Enter your current body weight.
- Select the correct weight unit, such as kg or lb.
- Enter your estimated body-fat percentage.
- Enter your height in centimeters or feet and inches.
- Review your estimated fat-free mass.
- Review your FFMI and normalized FFMI.
- Check the category and step-by-step derivation.
- Use the result as a trend and comparison tool, not as a diagnosis.
- Use Reload to clear the calculator and enter a new scenario.
For best trend tracking, use the same body-fat estimation method and similar measurement conditions each time. A consistent method is usually more useful for progress tracking than switching between methods frequently.
Worked Example: 80 kg, 15% Body Fat, 180 cm
Suppose someone enters the following values:
| Input | Value |
|---|---|
| Weight | 80 kg |
| Body fat | 15% |
| Height | 180 cm |
| Step | Calculation | Result |
|---|---|---|
| Convert body fat to decimal | 15 ÷ 100 | 0.15 |
| Calculate fat-free mass | 80 × (1 − 0.15) | 68 kg |
| Convert height to meters | 180 cm ÷ 100 | 1.80 m |
| Calculate FFMI | 68 ÷ (1.80 × 1.80) | 20.99 |
| Calculate normalized FFMI | 20.99 + 6.3 × (1.80 − 1.80) | 20.99 |
Because the height is exactly 1.80 m, the normalized FFMI is the same as the regular FFMI.
Worked Example: 180 lb, 20% Body Fat, 5 ft 9 in
Suppose someone enters weight in pounds and height in feet and inches.
| Input | Value |
|---|---|
| Weight | 180 lb |
| Body fat | 20% |
| Height | 5 ft 9 in |
| Step | Calculation | Approximate Result |
|---|---|---|
| Convert weight to kg | 180 ÷ 2.20462 | 81.65 kg |
| Convert height to meters | 69 in × 2.54 ÷ 100 | 1.75 m |
| Convert body fat to decimal | 20 ÷ 100 | 0.20 |
| Calculate fat-free mass | 81.65 × (1 − 0.20) | 65.32 kg |
| Calculate FFMI | 65.32 ÷ (1.75 × 1.75) | About 21.33 |
| Calculate normalized FFMI | 21.33 + 6.3 × (1.80 − 1.75) | About 21.65 |
This example shows why correct unit conversion matters. The calculator converts pounds to kilograms and height to meters before applying the FFMI formulas.
Worked Example: Effect of Body-Fat Percentage Error
FFMI depends strongly on body-fat percentage. If the body-fat estimate is wrong, the FFMI result will also be wrong.
| Scenario | Weight | Height | Body Fat % | Estimated FFM | Approximate FFMI |
|---|---|---|---|---|---|
| Lower body-fat estimate | 90 kg | 1.80 m | 12% | 79.2 kg | 24.44 |
| Higher body-fat estimate | 90 kg | 1.80 m | 18% | 73.8 kg | 22.78 |
In this example, the same person’s FFMI changes noticeably just because the body-fat estimate changes. This is why accurate body-fat measurement is essential for meaningful FFMI interpretation.
How to Interpret FFMI
FFMI interpretation should be cautious. Values differ by sex, age, training history, sport, body-fat measurement method, and population. The category labels in a calculator are general guides, not medical or anti-doping conclusions.
| Output | What It Means | Important Caution |
|---|---|---|
| Fat-free mass | Estimated non-fat body mass. | It includes muscle, organs, water, bone, and connective tissue, not muscle only. |
| FFMI | Fat-free mass relative to height. | Depends heavily on body-fat percentage accuracy. |
| Normalized FFMI | FFMI adjusted to a 1.80 m reference height. | Common in physique discussions, but not a universal health standard. |
| Category | A general interpretation label from the calculator’s ranges. | Should not be used to diagnose steroid use, disease, sarcopenia, or health status. |
| High FFMI | May indicate high fat-free mass relative to height. | Could reflect genetics, training, measurement error, body-fat underestimate, sport background, or other factors. |
| Low FFMI | May indicate lower fat-free mass relative to height. | Should not be used alone to diagnose undernutrition, muscle loss, or illness. |
FFMI Category Caution
FFMI category labels are context-dependent. A number that seems high or low for one group may be more typical in another group. Sex-specific reference values, age, athletic background, sport type, and measurement method all matter.
| Interpretation Issue | Why It Matters | Better Practice |
|---|---|---|
| Sex differences | Men and women usually have different fat-free mass distributions. | Use sex-specific references when available. |
| Age differences | Fat-free mass can change with aging. | Compare against age-appropriate context when possible. |
| Athlete differences | Different sports produce different lean-mass demands. | Interpret athletes within sport and position context. |
| Body-fat measurement error | A body-fat underestimate can artificially raise FFMI. | Use consistent and validated body-fat methods. |
| The “25” benchmark | The popular normalized FFMI 25 discussion comes from male athlete research. | Do not use it as a universal steroid-detection rule. |
FFMI and the Popular “25” Benchmark
The normalized FFMI value of 25 is often discussed in bodybuilding communities because of classic research on male athletes. However, it should be interpreted carefully and should not be used as proof that someone is natural or enhanced.
| Claim | Better Interpretation | Why Caution Is Needed |
|---|---|---|
| “FFMI over 25 proves steroid use.” | Incorrect. | FFMI alone cannot prove drug use. |
| “FFMI around 25 is discussed in male bodybuilding research.” | More accurate. | The benchmark comes from a specific research context, not a universal standard. |
| “Normalized FFMI helps compare muscularity across heights.” | Generally useful. | It still depends on body-fat accuracy and population context. |
| “A very high FFMI deserves careful interpretation.” | Reasonable. | Measurement error, genetics, sport background, and body-fat method should be checked first. |
Body-Fat Percentage Accuracy Matters
FFMI is only as reliable as the body-fat percentage entered. A small body-fat percentage error can change fat-free mass and FFMI significantly.
| Body-Fat Method | Typical Use | Limitation |
|---|---|---|
| Visual estimate | Quick informal estimate. | Highly subjective and often inaccurate. |
| Smart scale or BIA | Common home body-composition estimate. | Can vary with hydration, food, exercise, timing, and device algorithm. |
| Skinfold calipers | Field method using measured skinfold thickness. | Accuracy depends on technician skill, equation, and measurement sites. |
| DXA scan | Professional body-composition assessment that can estimate fat, lean, and bone-related compartments. | Still has assumptions, access limits, cost, and interpretation considerations. |
| Hydrostatic weighing or air displacement | Lab-style body-composition method. | Requires controlled testing and specialized equipment. |
What Can Affect FFMI Results?
| Factor | How It Can Affect FFMI | What to Do |
|---|---|---|
| Body-fat estimate | Lower body-fat input raises estimated FFM and FFMI. | Use the most accurate body-fat estimate available. |
| Unit selection | Wrong kg/lb or cm/ft/in selection can make the result meaningless. | Confirm unit selectors before reading the output. |
| Hydration | Hydration changes can affect scale weight and body-composition readings. | Measure under similar conditions each time. |
| Recent food intake | Food and fluid can temporarily change body weight. | Track under consistent timing, such as morning measurements. |
| Training phase | Bulking, cutting, deloading, or contest prep can change weight and body-fat estimates. | Track trends over multiple weeks rather than one result. |
| Sport type | Strength, endurance, and mixed-sport athletes can have different FFM profiles. | Interpret FFMI in sport-specific context. |
| Age and health status | Fat-free mass can change with aging, illness, or inactivity. | Use professional assessment if health concerns are involved. |
FFMI Tracking Tips
FFMI is usually more useful for tracking trends than for judging one isolated number.
| Tracking Tip | Why It Helps | Example |
|---|---|---|
| Use the same body-fat method | Switching methods can create artificial changes. | Do not compare a visual estimate one month with a DXA estimate the next without noting the method change. |
| Record raw inputs | Weight, height, and body-fat percentage explain the final FFMI. | Keep a log of date, weight, BF%, FFMI, and method used. |
| Watch multi-week trends | Daily changes can be caused by water, food, and measurement noise. | Compare monthly or phase-based trends. |
| Pair FFMI with performance | More fat-free mass is not always better for every sport or goal. | Track strength, endurance, mobility, recovery, and health markers. |
| Use body-neutral interpretation | A number does not define body value or worth. | Use FFMI as one measurement tool, not a self-judgment score. |
Practical Uses
| Use Case | How the Calculator Helps |
|---|---|
| Lean-mass tracking | Estimates fat-free mass and normalizes it for height. |
| Bulking phase review | Helps estimate whether weight gain may include increased fat-free mass. |
| Cutting phase review | Helps monitor whether estimated fat-free mass is being maintained. |
| Body recomposition tracking | Shows lean-mass changes alongside body-fat estimates. |
| BMI comparison | Provides more context than BMI alone for muscular users. |
| Physique comparison | Normalized FFMI helps compare muscularity across different heights. |
| Educational use | Explains the difference between body weight, fat mass, fat-free mass, BMI, and FFMI. |
When You May Need More Than This Calculator
| Need | Why This Calculator May Not Be Enough | Better Approach |
|---|---|---|
| Accurate body-composition assessment | FFMI depends on body-fat percentage accuracy. | Use professional testing such as DXA, validated BIA, skinfold assessment, or lab-based methods when appropriate. |
| Medical nutrition assessment | FFMI alone cannot diagnose malnutrition, sarcopenia, or health risk. | Consult a healthcare professional or registered dietitian. |
| Steroid or anti-doping conclusions | FFMI cannot prove natural or enhanced status. | Use official anti-doping procedures, not physique formulas. |
| Athletic performance planning | FFMI does not measure skill, power, speed, endurance, mobility, or sport-specific ability. | Use sport-specific testing and coaching context. |
| Eating-disorder or body-image concerns | Body-composition tracking can be harmful for some users. | Seek qualified medical or mental health support. |
| Clinical muscle-loss evaluation | FFMI does not directly diagnose sarcopenia or cachexia. | Use clinical criteria, functional testing, and professional evaluation. |
| Children, pregnancy, or medical conditions | Adult fitness formulas may not apply. | Use specialized healthcare guidance. |
Valid Inputs and Edge Cases
| Input Situation | Meaning | How to Handle It |
|---|---|---|
| Weight is zero or negative | Fat-free mass and FFMI cannot be calculated. | Enter a positive body weight. |
| Height is zero or negative | FFMI cannot be calculated because height is in the denominator. | Enter a positive height. |
| Body-fat percentage is missing | Fat-free mass cannot be estimated from body weight. | Enter a body-fat percentage estimate. |
| Body-fat percentage is 0% | This is generally unrealistic for living humans in normal fitness contexts. | Recheck the body-fat input. |
| Body-fat percentage is very high | Fat-free mass and FFMI may become very low. | Recheck the estimate and use professional guidance if health decisions matter. |
| Body-fat percentage is above the calculator limit | The live tool may reject values outside its accepted range. | Use a valid value within the calculator’s range. |
| Weight entered in lb but kg selected | The result can be dramatically too high. | Check kg/lb before reading the result. |
| Height entered in cm but ft/in mode selected | The result may be invalid or misleading. | Check height mode and unit settings. |
Common Mistakes to Avoid
| Mistake | Why It Causes Problems | Better Practice |
|---|---|---|
| Treating FFMI as proof of steroid use | FFMI cannot prove natural or enhanced status. | Use it only as a body-composition estimate. |
| Using an unreliable body-fat percentage | FFMI depends heavily on body-fat accuracy. | Use the most reliable body-fat method available. |
| Confusing fat-free mass with muscle mass | FFM includes muscle, organs, water, bone, and other tissues. | Do not interpret FFM as skeletal muscle only. |
| Comparing men and women with one universal range | FFMI reference values differ by sex. | Use sex-specific context when possible. |
| Ignoring sport and training background | A strength athlete and endurance athlete may have very different FFMI values. | Compare within a relevant training context. |
| Using one reading as a final conclusion | Body weight and BF% estimates can fluctuate. | Track trends over time. |
| Mixing units | Wrong unit selection can make FFMI meaningless. | Confirm kg/lb and cm/ft/in before calculating. |
| Using FFMI as a health diagnosis | FFMI does not diagnose obesity, sarcopenia, malnutrition, or disease. | Use qualified healthcare assessment for medical concerns. |
Assumptions and Limitations
- This calculator estimates FFMI from body weight, body-fat percentage, and height.
- It assumes the entered body-fat percentage is reasonably accurate.
- It calculates fat-free mass as body weight minus estimated fat mass.
- It calculates FFMI as fat-free mass divided by height squared.
- It calculates normalized FFMI using the common 1.80 m adjustment formula.
- Fat-free mass includes more than skeletal muscle; it includes water, organs, bone, connective tissue, and other non-fat tissues.
- FFMI does not directly measure muscle mass, strength, performance, health, steroid use, or disease risk.
- Reference values differ by sex, age, sport, population, and body-composition measurement method.
- The popular normalized FFMI 25 benchmark comes from male athlete research and should not be treated as a universal cutoff.
- Body-fat percentage estimates from visual assessment, smart scales, skinfolds, DXA, and other methods can differ.
- This calculator is not designed for children, pregnancy, medical diagnosis, eating-disorder evaluation, clinical nutrition, or anti-doping decisions.
- For formal medical, athletic, or scientific use, verify results with validated testing and qualified professional guidance.
Formula Summary
| What You Want to Find | Formula |
|---|---|
| Body-fat decimal | Body-fat decimal = body fat % ÷ 100 |
| Fat mass | Fat mass = body weight × body-fat decimal |
| Fat-free mass | FFM = body weight × (1 − body-fat decimal) |
| FFMI | FFMI = FFM(kg) ÷ height(m)2 |
| Normalized FFMI | Normalized FFMI = FFMI + 6.3 × (1.80 − height in meters) |
| Convert lb to kg | kg = lb ÷ 2.20462 |
| Convert cm to meters | m = cm ÷ 100 |
| Convert feet and inches to meters | m = ((feet × 12) + inches) × 2.54 ÷ 100 |
Frequently Asked Questions
What is FFMI?
FFMI stands for Fat-Free Mass Index. It estimates fat-free mass relative to height using the formula FFMI = fat-free mass in kilograms divided by height in meters squared.
How is FFMI different from BMI?
BMI uses total body weight, while FFMI uses fat-free mass. This makes FFMI more useful for estimating lean mass relative to height, especially for muscular users.
How do I calculate fat-free mass?
Fat-free mass is calculated as body weight × (1 − body-fat percentage ÷ 100). For example, 80 kg at 15% body fat gives 80 × 0.85 = 68 kg of estimated fat-free mass.
What is normalized FFMI?
Normalized FFMI adjusts FFMI to the equivalent of a 1.80 m tall person. The formula is normalized FFMI = FFMI + 6.3 × (1.80 − height in meters).
Is FFMI the same as muscle mass?
No. FFMI uses fat-free mass, which includes muscle, water, organs, bone, connective tissue, and other non-fat tissues. It does not isolate skeletal muscle mass only.
Is FFMI better than BMI?
FFMI can provide more lean-mass context than BMI because it removes estimated fat mass first. However, it depends on accurate body-fat percentage, so it is not automatically more accurate in every case.
What body-fat percentage should I enter?
Enter your best current body-fat estimate. If possible, use a consistent method such as a professional assessment, reliable skinfold measurement, or a consistent device. Avoid guessing if accuracy matters.
Why did my FFMI change after changing body-fat percentage?
FFMI is based on fat-free mass. Lower body-fat percentage increases estimated fat-free mass, while higher body-fat percentage reduces estimated fat-free mass.
Does FFMI prove steroid use?
No. FFMI cannot prove steroid use, natural status, or performance-enhancing drug use. The popular normalized FFMI 25 discussion comes from a specific male athlete research context and should not be treated as a universal rule.
Do FFMI ranges differ for men and women?
Yes. Reference values differ by sex, and interpretation can also vary by age, sport, body-composition method, and population.
Can FFMI diagnose sarcopenia or malnutrition?
No. FFMI alone cannot diagnose sarcopenia, malnutrition, cachexia, or any medical condition. Clinical diagnosis requires professional assessment and appropriate criteria.
What should I do if my FFMI result looks unrealistic?
Check weight, height, units, and body-fat percentage. Unit mistakes and body-fat estimation errors are common reasons for unrealistic FFMI results.
Report an Issue
If you notice an incorrect result, unclear explanation, broken input field, unit issue, category issue, or formatting problem with this FFMI Calculator, please contact us through the Contact Us page. Include body weight, weight unit, body-fat percentage, height, height unit, FFMI result, normalized FFMI result, and the category shown so we can review the issue.
References
- Kouri EM et al. — Fat-Free Mass Index in Users and Nonusers of Anabolic-Androgenic Steroids
- Kyle UG et al. — Body Composition Interpretation: Fat-Free Mass Index and Body Fat Mass Index Reference Values
- Trexler et al. — Fat-Free Mass Index in NCAA Division I and II Collegiate Athletes
- Messina et al. — Body Composition with Dual-Energy X-Ray Absorptiometry
- UC Davis Health — DXA Body Composition Analysis
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FFMI Calculator Disclaimer
This FFMI Calculator provides educational, fitness, and general body-composition estimates only. It estimates fat-free mass, FFMI, and normalized FFMI from body weight, body-fat percentage, and height entered by the user.
The calculator does not directly measure body fat, skeletal muscle mass, lean mass, bone mass, water, organ mass, health status, steroid use, athletic ability, or medical risk. Results can differ from DXA, bioelectrical impedance, skinfolds, hydrostatic weighing, air displacement, MRI, CT, clinical assessment, and sport-specific testing.
Do not use this calculator alone for medical diagnosis, sarcopenia diagnosis, malnutrition diagnosis, obesity diagnosis, eating-disorder concerns, anabolic-steroid conclusions, anti-doping decisions, pregnancy assessment, athletic selection, medication decisions, clinical nutrition, or high-stakes health decisions. For medical, athletic, or clinical use, consult a qualified healthcare professional, registered dietitian, coach, body-composition specialist, or appropriate testing provider.