IQ Percentile Calculator - Wechsler IQ to Rank Chart
Use this IQ percentile calculator to convert a Wechsler, Stanford-Binet 5, or Cattell IQ into a national percentile, Z-score, and classification band.
IQ Percentile Calculator
Results
What Is an IQ Percentile Calculator?
An IQ percentile calculator is a cognitive assessment tool that converts an IQ score from the Wechsler, Stanford-Binet 5, or Cattell scale into the share of the reference population that scores at or below that value, paired with a Z-score and a Wechsler-aligned classification band.
- • Place a Wechsler IQ in a National Ranking: Convert a 122 IQ from a WAIS-IV into the 93rd percentile so admissions offices and giftedness programs read it on the same scale.
- • Check the Gifted Threshold: Confirm that an IQ of 130 on the Wechsler scale lands at the 97.7th percentile and clears the Very Superior band before a school placement decision.
- • Translate a Cattell or Older Stanford-Binet Score: Recompute an IQ of 100 or 115 on the SD 16 Cattell III or Stanford-Binet L-M / 4th edition scale so the percentile matches the report.
- • Show a Child the Meaning Behind a Test Score: Pair the raw IQ with the share of peers at or below it so a child sees what average or above average really means.
Most parents and adult test takers reach for an IQ percentile calculator right after the psychologist hands over the report, because the report usually states the IQ and the classification band but stops short of the exact share of the population at or below the score.
When the conversation moves from cognitive ranking to physical growth, the Baby Percentile Calculator applies the same normal distribution math to infant weight, length, and head circumference on the WHO infant growth chart.
How the IQ Percentile Calculator Works
The calculator standardizes the IQ score against the chosen test's mean and standard deviation, computes a Z-score, and looks up that Z-score on the standard normal cumulative distribution function to return a percentile between 0.1% and 99.9%.
- IQ: The IQ score from the test report, on a scale with a population mean of 100.
- mean: The population mean of the chosen IQ test, fixed at 100.
- sd: The standard deviation of the chosen test: 15 for Wechsler and Stanford-Binet 5; 16 for Cattell Culture Fair and the older Stanford-Binet editions.
- Z: The number of standard deviations the IQ sits from the mean; 0 is the median, +1 is one SD above.
- Phi(Z): The standard normal cumulative distribution function that turns a Z-score into a percentile.
When the scale is switched to the Cattell Culture Fair or an older Stanford-Binet, the same IQ produces a slightly different percentile because the standard deviation is 16 instead of 15, which spreads the same score across a wider population.
Worked Example: A Wechsler IQ of 100
IQ = 100, Scale = Wechsler (mean = 100, SD = 15)
1. Z = (100 - 100) / 15 = 0.00. 2. Phi(0.00) = 0.500. Percentile = 50.0%. 3. Share above = 50.0%.
Percentile = 50.0%, Z = 0.00, Classification = Average.
An IQ of 100 sits exactly on the population median, the textbook reference point for a Wechsler Average classification.
Worked Example: A Wechsler IQ of 130 (Very Superior)
IQ = 130, Scale = Wechsler (mean = 100, SD = 15)
1. Z = (130 - 100) / 15 = 2.00. 2. Phi(2.00) = 0.9772. Percentile = 97.7%. 3. Share above = 2.3%.
Percentile = 97.7%, Z = 2.00, Classification = Very Superior.
An IQ of 130 clears the Very Superior threshold because roughly 97.7% of the population scores at or below it.
According to American Psychological Association, the Wechsler family of intelligence tests is standardized to a population mean of 100 and a standard deviation of 15, so about two thirds of test takers score between 85 and 115 and about 95% score between 70 and 130.
According to the Pearson WAIS-5 product page, the 2024 Wechsler revision keeps the same deviation IQ framework (mean 100, SD 15), which the Stanford-Binet 5 also adopted.
Because the calculator reports the Z-score alongside the percentile, the Z-Score Calculator is the natural next stop for users who want to see the same standard-score conversion for raw exam scores or any other normally distributed metric.
Key Concepts Explained
Four ideas drive every IQ percentile calculation, and understanding them turns a raw IQ into a number you can act on:
Wechsler Scale (Mean 100, SD 15)
The Wechsler family (WAIS for adults, WISC for school-age children, WPPSI for preschoolers) is standardized to a mean of 100 and a standard deviation of 15, so two thirds of test takers fall between 85 and 115.
Standard Normal Distribution
IQ scores are designed to follow a normal bell curve, so any score can be mapped to a percentile using the standard normal cumulative distribution function Phi(Z).
Z-Score Equivalence
The Z-score (IQ minus mean, divided by standard deviation) is the universal yardstick that connects IQ to every other standardized score, so a Wechsler 115, an SAT score at the 84th percentile, and a child one SD above the WHO median can all be discussed on the same Z-score chart.
Wechsler Classification Bands
The Wechsler-aligned classification bands group IQ ranges into named labels such as Average (90 to 109), High Average (110 to 119), Superior (120 to 129), and Very Superior (130 and above).
Keeping these ideas in mind prevents the most common mistakes: confusing a percentile with the share who score lower, switching between SD 15 and SD 16 mid-analysis, and reading a single IQ as a fixed label rather than a point estimate.
The Z-score concept is the bridge to pediatric growth percentiles, and the BMI Percentile Calculator for Children uses the same LMS method to convert a child's body mass index into a CDC percentile and Z-score.
How to Use This Calculator
Follow these five steps to turn a Wechsler, Stanford-Binet 5, or Cattell Culture Fair IQ into a national percentile and classification band:
- 1 Open the Test Report: Have the psychologist's report in front of you so the calculator can use the exact IQ and test family.
- 2 Enter the IQ Score: Type the IQ number from the report into the IQ field; a value between 40 and 160 covers the published range.
- 3 Pick the Test Scale: Choose Wechsler (SD 15) for WAIS, WISC, WPPSI, and Stanford-Binet 5, or Cattell / Older Stanford-Binet (SD 16) for Cattell III, SB-LM, or SB4 reports.
- 4 Read the Percentile, Z-Score, and Shares: Review the national percentile, Z-score, share at or below, and share above the IQ.
- 5 Note the Classification Band: Read the Wechsler-aligned classification band (Average, High Average, Superior, Very Superior, Low Average, Borderline, or Very Low) to translate the percentile.
For example, a Wechsler IQ of 130 returns a 97.7 percentile, a Z-score of 2.00, and a Very Superior classification, the textbook reading for the Wechsler Gifted cutoff.
Benefits of Using This Calculator
Using a Wechsler-aligned IQ percentile calculator gives families, educators, and clinicians several practical advantages over reading a raw IQ:
- • Same Numbers as the Clinical Report: Uses the same Wechsler mean 100, SD 15 and normal distribution as the psychologist's report.
- • Three Major IQ Scales in One Form: The result panel accepts a Wechsler, Stanford-Binet 5, or Cattell IQ, so the same form works for adult, child, and culture-fair reports.
- • Z-Score and Shares Included: The calculator reports the Z-score, the share at or below, and the share above, so a user can quote any of the four numbers without redoing the math.
- • Clear Classification Bands: A short Wechsler-aligned label (Average, High Average, Superior, Very Superior) turns the percentile into a phrase schools and giftedness programs recognize.
- • Quick Check on Test Interpretation: Recompute the percentile a minute after the test is scored, so a parent or teacher walks into a meeting with the same rank the psychologist will quote.
Most users keep the result open in a browser tab and reuse it through the school year, because the same IQ rarely changes between re-testings unless the test is repeated with practice or coaching.
For older students who already have a Wechsler score in hand, the SAT Score to Percentile Calculator applies the same normal-distribution idea to convert an SAT total and section scores into national percentiles for college admissions.
Factors That Affect Your Results
A few methodological and clinical factors change what the IQ percentile means and how the result should be read:
IQ Test Scale and Standard Deviation
Wechsler and Stanford-Binet 5 tests use SD 15, while the Cattell Culture Fair and the older Stanford-Binet editions (LM and 4th) use SD 16, so the same IQ maps to a lower percentile on the wider scale. That is why a Cattell or older Stanford-Binet 115 is closer to the 82nd percentile while a Wechsler or Stanford-Binet 5 115 is at the 84th percentile.
Norming Year and Reference Population
IQ tests are restandardized roughly every 10 to 20 years (WAIS-IV in 2008, WISC-V in 2014, WPPSI-IV in 2012), and a score on an older norm can drift by 3 to 7 percentile points once the new reference is applied, so check the publication year before quoting the percentile.
Practice Effects and Test Coaching
A repeat IQ test typically gains 5 to 7 points from practice and familiarity, and intensive coaching can push that gain higher, so a single percentile should not be treated as a fixed property of the test taker.
Age, Language, and Cultural Background
IQ tests are designed for a specific age range and primary language, and the published percentiles assume the test taker took the test in their dominant language without interpreter support.
Standard Error of Measurement
Every IQ test reports a standard error of measurement around 2 to 3 points on the Wechsler scale, so the true IQ is best read as a range (115 plus or minus 5).
- • The calculator assumes the IQ is a single point estimate and does not propagate the standard error of measurement, so the 95% confidence interval is wider than the percentile shown on the result panel.
- • The percentile is computed against the test's full reference population and does not adjust for age, primary language, education, or disability status, so a low or high percentile in a non-typical test taker should be discussed with a clinician rather than acted on as a fixed label.
Headline percentiles also shift slowly across large populations, so a 97.7th today and a 97.5th next year are the same cognitive result and do not signal a meaningful change in ability.
According to the American Psychological Association schools and teaching resources on gifted and talented students, U.S. school giftedness programs typically use a Wechsler Full Scale IQ cutoff in the 125 to 130 range, which lands at the 95th to 98th percentile on the Wechsler (SD 15) scale.
The standard error of measurement discussion applies to pediatric growth too, and the Child Weight Percentile Calculator tracks the same kind of plus-or-minus range on a child's weight percentile up to 20 years.
Frequently Asked Questions
Q: What is the average IQ percentile?
A: The average IQ percentile is 50.0, which corresponds to an IQ of 100 on the Wechsler (WAIS, WISC, WPPSI) and Stanford-Binet 5 scales. Roughly half of the reference population scores above that mark and half scores at or below it, which is the textbook Wechsler Average band.
Q: What IQ is considered gifted?
A: On the Wechsler scale, an IQ of 130 or higher is classified as Very Superior and lands at the 97.7th percentile or above. Most school giftedness programs use a 130 cutoff, while a few use 125 or 128, so the exact threshold depends on the district or program.
Q: How do you convert an IQ score to a percentile?
A: Subtract the population mean of 100 from the IQ, divide by the test's standard deviation (15 for Wechsler and Stanford-Binet 5; 16 for Cattell Culture Fair and older Stanford-Binet editions) to get a Z-score, then look up that Z-score on the standard normal cumulative distribution function and multiply by 100.
Q: Is an IQ of 120 above average?
A: Yes. An IQ of 120 on the Wechsler or Stanford-Binet 5 scale (SD 15) is one and a third standard deviations above the mean and lands at the 90.9th percentile, which is the Wechsler Superior band. On the Cattell Culture Fair or older Stanford-Binet scale (SD 16), the same 120 lands at the 89.4th percentile.
Q: Why does the standard deviation matter for IQ percentiles?
A: A wider standard deviation spreads the same IQ across more of the population, which lowers the percentile. Wechsler and Stanford-Binet 5 tests use SD 15 so a 115 IQ sits at the 84.1st percentile, while Cattell Culture Fair and older Stanford-Binet tests use SD 16 so the same 115 sits closer to the 81.6th percentile.
Q: What does the 99th IQ percentile mean?
A: A 99th percentile IQ means about 99% of the reference population scores at or below the value, which on the Wechsler or Stanford-Binet 5 scale (SD 15) corresponds to an IQ of about 135 and on the Cattell Culture Fair or older Stanford-Binet scale (SD 16) corresponds to an IQ of about 136.