How Accurate Are Height Prediction Calculators?

Search "how tall will my child be" and you'll find a dozen calculators, each spitting out a confident-sounding number. Almost none of them tell you how far off that number can realistically be. Here's every major method side by side, what the actual published research says about each one's error margin, and a quick tool to help you pick the right one for your situation.

Which Height Prediction Method Fits You?

A quick way to pick the right tool for what you actually have

Best Method For You

Every Method, Side by Side

MethodTypical ErrorHow It Works
"Double height at age 2"Highly variableAn old folk rule with no real formula. Somewhat closer for boys, who grow for longer, but generally unreliable and not based on published prediction research.
Mid-parental height±8.5–10 cmAverages both parents' heights with a fixed 13 cm sex adjustment. Only explains about a third of real height variation — see our full breakdown.
Khamis-Roche method±4.3–5.6 cmAdds the child's own current height, weight, and age to mid-parental height. Validated for ages 4–17.5; developed in a Caucasian American sample.
Bayley-Pinneau (bone age)±4–6 cmReads skeletal maturity from a hand-and-wrist X-ray, then applies published tables. Widely used clinically, but can be off by several cm in atypical maturation.
Tanner-Whitehouse (TW2/TW3)±4–6 cmA more detailed bone-age scoring system, examining multiple individual bones rather than the hand as a whole. Similar overall accuracy to Bayley-Pinneau.

Why "More Accurate" Still Means Several Centimeters Off

Height is one of the most heritable human traits — genetics accounts for roughly 80% of the difference in height between people in a population. That sounds like it should make prediction easy. It doesn't, for two reasons that apply to every method on this list.

First, heritability describes patterns across large groups, not certainty for one child. Genes set a wide range of possible outcomes, and where a specific child lands within that range still depends on nutrition, illness, sleep, hormones, and the timing of puberty — all invisible to a formula that only sees height and weight numbers. Second, every method here was built from a specific historical population. When that population's growth patterns shift over time (taller each generation) or differ from a new child's background (ethnicity, nutrition era, geography), the formula's assumptions quietly stop matching reality.

The "gold standard" isn't gold-plated. Bone age is often described as the most accurate method, but a study comparing bone-age predictions to actual adult height in children with growth hormone deficiency found the Bayley-Pinneau method underestimated final height by 4.1 cm in girls and 6.1 cm in boys, on average — and TW2 was off by even more in the same children. Bone age is genuinely the most reliable option in typical, healthy growth, but "most reliable" is not the same as "precise," especially outside typical cases.

A Closer Look at Each Method

Method 1
Mid-Parental Height
The fastest and least accurate option — just two parent heights. Useful as a rough starting compass, especially for very young children with no other data available. See our dedicated mid-parental height calculator for the full breakdown, including why it runs a couple of centimeters low on average.
Method 2
Khamis-Roche Method
Published in 1994 from the Fels Longitudinal Study, this method adds the child's own current height and weight to parental height, cutting the error roughly in half compared to mid-parental height alone. It's validated for ages 4 to 17.5 and was developed in white American children, so it may be somewhat less accurate for other ethnic backgrounds.
Method 3
Bayley-Pinneau (Bone Age)
Requires a hand-and-wrist X-ray read by a clinician, then matched to published tables from 1952. Generally the most accurate option for typically-developing children, but research shows it can meaningfully over- or underestimate height in children with early, late, or hormonally atypical growth.
Method 4
Tanner-Whitehouse (TW2/TW3)
A more granular bone-age system that scores individual bones rather than reading the hand as a whole. In head-to-head studies it performs similarly to Bayley-Pinneau overall, sometimes better and sometimes worse depending on the population studied.

What This Means For You

✓ Reasonable Ways to Use These
As a rough, one-time curiosity check — not a repeated source of anxiety
As a talking point to bring to a pediatrician, alongside actual growth chart data
Treating the output as a wide range, not a single number
Using bone age only through an actual clinician, not a DIY estimate
⚠ Ways These Get Misused
Treating any single number as a guarantee or a ceiling
Using a formula built for one population to judge a child from a very different one
Skipping an actual medical evaluation because a calculator seemed reassuring
Re-running the same calculator repeatedly expecting a more "correct" answer

The practical takeaway: Use whichever method matches the data you actually have, treat the result as a band of several centimeters rather than a single number, and let a real pediatrician — not a bigger, fancier calculator — settle anything that actually matters clinically.

Frequently Asked Questions

Which height prediction method should I trust the most?

Generally, more inputs mean better accuracy: bone age and Khamis-Roche both outperform mid-parental height alone. But "more accurate" still means several centimeters of real uncertainty, so none of them should be treated as a firm number.

Is it worth getting a bone-age X-ray just out of curiosity?

Not usually. Bone age involves a real (if small) radiation exposure and a clinician's time, and it's typically reserved for situations where a doctor suspects a genuine growth concern — not for satisfying curiosity about an otherwise healthy child.

Why do different calculators give me different numbers for the same child?

Because they're using different methods with different inputs and different error margins. A mid-parental estimate and a Khamis-Roche estimate for the same child can reasonably differ by several centimeters — that's expected, not a sign either one is broken.

References

1
Predicting Adult Stature Without Using Skeletal Age: The Khamis-Roche Method Khamis HJ, Roche AF. Pediatrics. 1994;94(4 Pt 1):504–507 pubmed.ncbi.nlm.nih.gov/7936860
2
Adult Height Prediction by Bone Age Determination in Children With Isolated Growth Hormone Deficiency Reinehr T, et al. Endocrine Connections. 2020;9(5):444–452 pubmed.ncbi.nlm.nih.gov/32268296
3
Accurate Prediction of Children's Target Height from Their Mid-Parental Height Zeevi D, Ben Yehuda A, Nathan D, Zangen D, Kruglyak L. Children (Basel). 2024;11(8):916 pubmed.ncbi.nlm.nih.gov/39201851
4
Standards for Children's Height at Ages 2–9 Years Allowing for Heights of Parents Tanner JM, Goldstein H, Whitehouse RH. Archives of Disease in Childhood. 1970;45(244):755–762 pubmed.ncbi.nlm.nih.gov/5491878

Hi everyone, I'm Tony Scotti, an expert in the field of height increase with many years of experience researching and applying height increase methods, and have achieved promising results. I have created increase height blog as a personal blog to share knowledge and experience about what I have learned during the process of improving my own height.

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