Original analysis
The Ideal Weight Formulas Contradict Each Other by Height
The four classic ideal-body-weight formulas are all linear in height, but BMI is quadratic. What BMI does each formula actually imply, and what happens to their advice at the ends of the height range?
Analysis by Jesse · Last reviewed
What we found
- The four formulas do not merely disagree about the number — they disagree about the direction. Across adult heights, 4 of the 8 formula-by-sex combinations imply a rising BMI as height increases and 4 imply a falling one.
- The extremes are Hamwi (1964) and Miller (1983). For men, Hamwi's implied BMI climbs from 20.8 to 24.7 (+3.9 points) while Miller's falls from 24.1 to 20.7 (-3.4).
- They agree only in the middle of the height range. For men the four formulas sit within 1.2 kg of each other at 168 cm, and 16 kg apart at 200 cm.
- Every formula stays inside the normal BMI band (18.5 to 24.9) across the whole 153 to 200 cm range — 0% of formula-by-height combinations fall outside it. The disagreement is real but it is a disagreement within "normal".
- The formulas hold women to a lower BMI than men. The median implied BMI is 22.6 for men and 21.1 for women, with the lowest female figure at 19.7 — close to the underweight threshold.
- And the whole argument is small. At the median height the healthy-BMI weight range is 19.9 kg wide, about 3.8 times the gap between the highest and lowest formula.
How this was computed
Each of the four classic formulas is defined as a base weight at 5 feet (152.4 cm) plus a fixed increment for every inch above that. We evaluated all four at every whole centimetre from 153 to 200 cm, for both sexes — 96 height-by-sex rows, 384 formula outputs — using the same idealWeights() function behind the ideal weight calculator.
For each output we converted the weight back into the BMI it implies at that height, which is the number that makes the four comparable. A formula that returns 93.1 kg for a 200 cm man is not obviously different from one that returns 82.6 kg until you notice the first implies a BMI of 23.3 and the second 20.7. We also computed the healthy-BMI weight range at each height with healthyBmiRange(), to put the formula disagreement on the same scale as the range clinicians actually use.
Heights below the 5-foot floor are analysed separately at the end, because there the formulas have no defined behaviour and the implementation returns the base weight.
Why a linear formula cannot track BMI
This is arithmetic, not medicine. Every one of these formulas is a straight line in height: add an inch, add a fixed number of kilograms. BMI, meanwhile, divides weight by height squared. A straight line cannot hold a quadratic ratio constant, so the BMI implied by any linear ideal-weight formula must drift as height changes. The only question is which way and how fast.
The answer depends entirely on the per-inch increment. Too small an increment and the implied BMI falls with height; too large and it climbs. The four formulas chose increments between 1.41 and 2.7 kg per inch for men, which is why they end up pointing in opposite directions.
| Formula | Base at 5 ft (men) | Per inch (men) | Base at 5 ft (women) | Per inch (women) |
|---|---|---|---|---|
| Hamwi (1964) | 48 kg | 2.7 kg | 45.5 kg | 2.2 kg |
| Devine (1974) | 50 kg | 2.3 kg | 45.5 kg | 2.3 kg |
| Robinson (1983) | 52 kg | 1.9 kg | 49 kg | 1.7 kg |
| Miller (1983) | 56.2 kg | 1.41 kg | 53.1 kg | 1.36 kg |
Ordered by per-inch increment for men. Note the inverse relationship: the formulas with the highest base weight add the least per inch, so they must cross somewhere in the middle.
The implied BMI, formula by formula
| Formula | 155 cm | 170 cm | 185 cm | 200 cm | Drift in BMI |
|---|---|---|---|---|---|
| Robinson (1983) | 53.9 kg — BMI 22.4 | 65.2 kg — BMI 22.6 | 76.4 kg — BMI 22.3 | 87.6 kg — BMI 21.9 | -0.5 |
| Miller (1983) | 57.6 kg — BMI 24 | 66 kg — BMI 22.8 | 74.3 kg — BMI 21.7 | 82.6 kg — BMI 20.7 | -3.3 |
| Devine (1974) | 52.4 kg — BMI 21.8 | 65.9 kg — BMI 22.8 | 79.5 kg — BMI 23.2 | 93.1 kg — BMI 23.3 | +1.5 |
| Hamwi (1964) | 50.8 kg — BMI 21.1 | 66.7 kg — BMI 23.1 | 82.7 kg — BMI 24.2 | 98.6 kg — BMI 24.7 | +3.6 |
Drift is the implied BMI at the tallest height minus the shortest.
| Formula | 155 cm | 170 cm | 185 cm | 200 cm | Drift in BMI |
|---|---|---|---|---|---|
| Robinson (1983) | 50.7 kg — BMI 21.1 | 60.8 kg — BMI 21 | 70.8 kg — BMI 20.7 | 80.9 kg — BMI 20.2 | -0.9 |
| Miller (1983) | 54.5 kg — BMI 22.7 | 62.5 kg — BMI 21.6 | 70.6 kg — BMI 20.6 | 78.6 kg — BMI 19.7 | -3 |
| Devine (1974) | 47.9 kg — BMI 19.9 | 61.4 kg — BMI 21.2 | 75 kg — BMI 21.9 | 88.6 kg — BMI 22.2 | +2.3 |
| Hamwi (1964) | 47.8 kg — BMI 19.9 | 60.7 kg — BMI 21 | 73.7 kg — BMI 21.5 | 86.7 kg — BMI 21.7 | +1.8 |
Read down the 155 cm column and then the 200 cm column: the order of the four formulas reverses completely. Miller is the most generous formula for a short adult and the strictest for a tall one; Hamwi is the opposite. If you are 155 cm, Miller tells you to weigh more than Hamwi does; if you are 200 cm, Hamwi tells you to weigh 16 kg more than Miller does.
That reversal is the finding. These are not four noisy estimates of the same quantity — they encode genuinely different beliefs about how weight should scale with height, and averaging them, as many calculators including ours do, splits the difference between positions that contradict each other.
Where they agree, and where they split
| Height | Lowest formula | Highest formula | Spread | Healthy BMI range | Range width |
|---|---|---|---|---|---|
| 155 cm | 50.8 kg | 57.6 kg | 6.8 kg | 44.4 to 59.8 kg | 15.4 kg |
| 160 cm | 56.1 kg | 60.4 kg | 4.3 kg | 47.4 to 63.7 kg | 16.3 kg |
| 165 cm | 61.4 kg | 63.2 kg | 1.8 kg | 50.4 to 67.8 kg | 17.4 kg |
| 170 cm | 65.2 kg | 66.7 kg | 1.5 kg | 53.5 to 72 kg | 18.5 kg |
| 175 cm | 68.7 kg | 72 kg | 3.3 kg | 56.7 to 76.3 kg | 19.6 kg |
| 180 cm | 71.5 kg | 77.3 kg | 5.8 kg | 59.9 to 80.7 kg | 20.8 kg |
| 185 cm | 74.3 kg | 82.7 kg | 8.4 kg | 63.3 to 85.2 kg | 21.9 kg |
| 190 cm | 77.1 kg | 88 kg | 10.9 kg | 66.8 to 89.9 kg | 23.1 kg |
| 195 cm | 79.8 kg | 93.3 kg | 13.5 kg | 70.3 to 94.7 kg | 24.4 kg |
| 200 cm | 82.6 kg | 98.6 kg | 16 kg | 74 to 99.6 kg | 25.6 kg |
The spread is the distance between the most and least generous of the four formulas at that height.
The spread is not flat; it is a V. The four formulas converge to within 1.2 kg at 168 cm for men and 1.4 kg at 173 cm for women, then fan out in both directions — to 6.8 kg at 155 cm and 16 kg at 200 cm.
That shape is a fingerprint of how these formulas were built. Each was fitted to a population whose average height sat near the middle of the range, so they were tuned to agree there. The further you are from average height, the more the choice of formula decides your answer — which is exactly backwards from what you would want, because people at the ends of the height range are the ones a population average serves worst.
Compared with the range that is actually healthy
Here is the part that reframes the whole question. At the median height in our sweep, the four formulas span 5.3 kg. The weight range corresponding to a normal BMI at the same height spans 19.9 kg — 3.8 times wider.
Take the tallest row: a 200 cm man. The formulas argue between 82.6 and 98.6 kg. The healthy BMI band for that height runs from 74 to 99.6 kg. Every single formula output sits inside that band, along with 25.6 kg of other perfectly healthy weights that no formula names. Picking a winner among the four is choosing a point inside a range where the evidence does not distinguish between points.
This is why clinical guidance moved to a range decades ago and why our ideal weight calculator shows the healthy-BMI range alongside the four formulas rather than presenting a single "ideal" figure. The formulas exist because clinicians needed one number for drug dosing and ventilator settings, not because anyone established that a single weight is optimal for a given height.
The formulas hold women to a lower BMI
| Sex | Median implied BMI | Lowest | Highest |
|---|---|---|---|
| Men | 22.6 | 20.7 | 24.7 |
| Women | 21.1 | 19.7 | 22.8 |
Based on all 384 formula outputs. BMI itself has no sex-specific cut-points: the normal band is 18.5 to 24.9 for everyone.
BMI does not have separate thresholds by sex, so this asymmetry is a property of the formulas, not of the standard they are being measured against. Across every height, the four formulas point women at a median BMI of 21.1 and men at 22.6, a difference of 1.5 BMI points. At the low end, 19.7 is within 1.2 of the underweight cut-off.
There is a defensible physiological reason to expect a lower BMI at the same height in women — on average, less lean mass — and there is a less defensible one, which is that these equations were written between 1964 and 1983 and inherited the body ideals of their period. This analysis cannot separate the two. What it can say is that a woman comparing her weight to an ideal-weight formula is being held to a stricter standard than a man of the same height, and that neither standard is what a clinician would use today.
Below 5 feet, the formulas stop working
Every one of these equations is defined as "base weight at 5 feet, plus an increment per inch above". None of them says what to do below 5 feet. Implementations, including ours, floor the increment at zero and return the base weight — so a shorter adult gets the 5-foot answer.
| Height | Robinson (1983) | Miller (1983) | Devine (1974) | Hamwi (1964) |
|---|---|---|---|---|
| 140 cm | 52 kg — BMI 26.5 | 56.2 kg — BMI 28.7 | 50 kg — BMI 25.5 | 48 kg — BMI 24.5 |
| 145 cm | 52 kg — BMI 24.7 | 56.2 kg — BMI 26.7 | 50 kg — BMI 23.8 | 48 kg — BMI 22.8 |
| 150 cm | 52 kg — BMI 23.1 | 56.2 kg — BMI 25 | 50 kg — BMI 22.2 | 48 kg — BMI 21.3 |
| 152 cm | 52 kg — BMI 22.5 | 56.2 kg — BMI 24.3 | 50 kg — BMI 21.6 | 48 kg — BMI 20.8 |
Every formula returns its 5 ft base weight, so the implied BMI rises as height falls.
| Height | Robinson (1983) | Miller (1983) | Devine (1974) | Hamwi (1964) |
|---|---|---|---|---|
| 140 cm | 49 kg — BMI 25 | 53.1 kg — BMI 27.1 | 45.5 kg — BMI 23.2 | 45.5 kg — BMI 23.2 |
| 145 cm | 49 kg — BMI 23.3 | 53.1 kg — BMI 25.3 | 45.5 kg — BMI 21.6 | 45.5 kg — BMI 21.6 |
| 150 cm | 49 kg — BMI 21.8 | 53.1 kg — BMI 23.6 | 45.5 kg — BMI 20.2 | 45.5 kg — BMI 20.2 |
| 152 cm | 49 kg — BMI 21.2 | 53.1 kg — BMI 23 | 45.5 kg — BMI 19.7 | 45.5 kg — BMI 19.7 |
The consequence is that the shorter you are below 5 feet, the more the formulas overshoot. At 140 cm, Miller (1983) implies a BMI of 28.7— comfortably into the overweight category — as an "ideal" weight. This is not a rounding artefact. It is the formulas being asked a question they were never given an answer for.
We have added a note to the ideal weight calculator so that anyone entering a height below 5 feet is told the four formulas are out of range and pointed to the healthy-BMI weight range instead, which remains valid at any height because it is computed from height directly rather than extrapolated from a base.
What would make this wrong
This measures the formulas, not health. Nothing here establishes what anyone should weigh. Every finding is about the internal logic of four equations: what they assert, where they contradict each other, and how their outputs compare with the normal BMI band. A formula being internally odd does not make its output unhealthy, and a formula being internally tidy does not make its output right.
BMI is the yardstick here, and BMI is limited.We converted each formula's output into an implied BMI because that is the only common scale available from height and weight alone. BMI cannot distinguish muscle from fat and is a population screening tool, so "implies a BMI of 24.5" is a statement about a ratio, not about body composition. Our analysis of BMI against body-fat percentage covers that gap.
The height range is a choice. We swept 153 to 200 cm because that covers nearly all adults. The drift figures scale with the width of that window: a narrower range would show smaller drift, and the 16 kg maximum spread is specific to 200cm. The direction of each formula's drift, and the fact that they disagree in direction, does not depend on the window.
Sex is binary in these equations. All four formulas define only male and female coefficients, so the analysis inherits that. There is no defined behaviour for anyone who does not fit one of those two sets of coefficients.
Rounding. Weights are rounded to one decimal place and implied BMI to one decimal before the statistics are taken, so a recomputation from unrounded values can differ in the last digit.
Reproducing this analysis
The per-inch increments in the second table are the entire method: weight = base + increment x inches above 5 feet, and implied BMI = weight / height in metres squared. Any spreadsheet reproduces the whole analysis from those eight numbers.
To check a single row, the ideal weight calculator reports all four formulas plus the healthy-BMI range for any height, and the BMI calculator converts any of those weights back into a BMI. The ideal weight chart lists the same figures across the height range in one table.
If your rebuild disagrees with anything above, the contact page reaches a person who will check it.
Frequently asked questions
Which ideal body weight formula is the most accurate?
None of them is accurate in the sense people usually mean, because there is no measured "ideal weight" to be accurate about. They are population reference weights built for clinical dosing. Across the adult height range the four disagree by a median of 5.3 kg and by up to 16 kg, while the healthy-BMI weight range at a given height is about 3.8 times wider than that disagreement. A range is the better answer than any of the four numbers.
Why do ideal weight formulas disagree more for tall people?
Because each formula adds a fixed amount per inch of height — between 1.41 and 2.7 kg for men — and those increments compound. At 168 cm the four formulas sit within 1.2 kg of each other for men; by 200 cm they are 16 kg apart. They were each fitted around average height, so they agree there and diverge at both ends.
What BMI does the Devine formula assume?
It does not assume a fixed BMI — no linear formula can, because BMI is quadratic in height. For men, Devine's implied BMI rises from 21.8 at 155 cm to 23.3 at 200 cm. Hamwi drifts furthest, from 21.1 to 24.7, and Miller drifts the other way, from 24 down to 20.7.
Do these formulas work if I am under 5 feet tall?
No. All four are defined as a base weight at 5 feet plus an increment for each inch above, so below 5 feet there is nothing to add and implementations return the base weight. That makes the implied BMI rise as height falls: at 140 cm, Miller (1983) implies a BMI of 28.7. Below 5 feet, use the healthy-BMI weight range, which is computed from your height directly.
Why do the formulas give women a lower target BMI than men?
Across every height and all four formulas, the median implied BMI is 21.1 for women against 22.6 for men, even though BMI has no sex-specific thresholds. Part of that reflects a real average difference in lean mass. Part of it reflects when these equations were written, between 1964 and 1983. This analysis cannot separate the two, but the practical point stands: a woman comparing herself to one of these formulas is being held to a stricter standard than a man of the same height.
Should I use the average of the four formulas?
Averaging is what most calculators do, including ours, and it is a reasonable way to avoid picking a side. But it is worth knowing what is being averaged: the four formulas reverse their order between short and tall heights, so the average blends positions that genuinely contradict each other. Treat the average as the midpoint of a disagreement, and the healthy-BMI range as the number that actually has evidence behind it.
Sources
- Devine BJ. Gentamicin therapy (case report). Drug Intell Clin Pharm. 1974;8:650-655.
- Robinson JD, Lupkiewicz SM, Palenik L, et al. Determination of ideal body weight for drug dosage calculations. Am J Hosp Pharm. 1983;40(6):1016-1019.
- Miller DR, Carlson JD, Loyd BJ, Day BJ. Determining ideal body weight (and mass). Am J Hosp Pharm. 1983;40(10):1622.
- Pai MP, Paloucek FP. The origin of the ideal body weight equations. Ann Pharmacother. 2000;34(9):1066-1069.
- World Health Organization — Body mass index (BMI) classification for adults.
FitCalcs publishes estimates for healthy adults, not medical advice. This page analyses how published formulas behave; it does not establish what any individual should eat, weigh, or do.
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