wonderlic iqEnglish16 min read

Wonderlic IQ Test: How the Score Maps to IQ (Conversion Table)

The honest conversion: a Wonderlic score of 20 maps to an IQ of roughly 100. Full 1-to-50 conversion table, the formula employers actually use, and what your score really signals.

Marcus Chen
Marcus Chen
May 9, 202616 min readUpdated May 9, 2026

The honest answer is this. The Wonderlic was built to approximate IQ in 12 minutes, and the conversion is almost linear: a score of 20 maps to an IQ of roughly 100, a score of 30 maps to roughly 120, and a score of 40 maps to roughly 140. The rule of thumb most published sources use is IQ = (Wonderlic score × 2) + 60. That formula reproduces the empirical Wechsler-Wonderlic correlations (r = 0.85 to 0.93 across the Dodrill, Hawkins, and McCann studies) closely enough to act as a defensible conversion. It is not exact, and any single number is a 12-minute snapshot rather than a full Wechsler administration, but for the purpose most candidates care about, the answer to "what IQ does my Wonderlic score imply?" is the table further down this page.

Quick takeaways

  • The standard conversion formula: IQ ≈ (Wonderlic × 2) + 60. A score of 20 is an IQ of 100, the population average.
  • Empirical validity: published correlations between Wonderlic Personnel Test scores and Wechsler Full Scale IQ cluster around r = 0.85 to 0.93, which is the upper bound for any short-form cognitive test.
  • The general-population average Wonderlic score is roughly 21 on the 50-question version. Most candidates score between 17 and 25.
  • A Wonderlic of 30 (IQ ≈ 120) is roughly the 87th percentile and the typical floor for engineering, programming, and consulting roles.
  • A Wonderlic of 40 (IQ ≈ 140) is the 99th percentile. Fewer than 1 in 100 test-takers reach it. The all-time NFL record is 50, set by Pat McInally.
  • Two versions exist. The classic WPT-R is 50 questions in 12 minutes, scored 0 to 50. The shorter WPT-Q has 30 questions and rescales to the same 0 to 50 range, so the IQ conversion still applies.
  • The conversion is a guide, not a clinical IQ score. Employers use the raw Wonderlic, not its IQ equivalent, so the practical question is whether your score clears the role's cutoff.

How the Wonderlic-to-IQ formula was derived

E.F. Wonderlic published the first version of the Wonderlic Personnel Test in 1939 with the explicit goal of building a 12-minute proxy for the longer Otis Self-Administering Test of Mental Ability. From the start, the test was calibrated to a normal distribution centered on a mean of around 20 with a standard deviation of roughly 7. That calibration is what makes the simple linear conversion work: if you assume the Wonderlic distribution and the IQ distribution are both normal with the same shape, a score one standard deviation above the Wonderlic mean (about 27) should map to an IQ one standard deviation above 100, which is 115. Plug 27 into IQ = (Wonderlic × 2) + 60 and you get 114. Close enough to be defensible.

The empirical work that backed this up arrived in the 1980s. Dodrill (1981) compared Wonderlic and WAIS scores in 120 adults and reported a correlation of 0.91 with full-scale IQ. Dodrill and Warner (1988) replicated this. Hawkins and colleagues (1990) found r = 0.85 in head-injury referrals. McCann's 1990s analyses of NFL combine data and the matching general-population sample produced similar numbers. The composite picture: the Wonderlic is one of the most validated short-form cognitive tests in industrial psychology, and its IQ correlation is not in serious dispute.

Editorial illustration of a candidate at a desk under timed conditions for the Wonderlic Personnel Test, with a 12-minute stopwatch and a bell-curve distribution showing where each score sits relative to the population

The bell-curve framing matters. The Wonderlic and the Wechsler are both calibrated to a normal distribution centered on the population mean, which is why the linear formula holds across most of the score range. What an extra two raw points actually buys you in IQ-equivalent terms depends on where you start, and that is what the lookup table below makes concrete.

What is in dispute is whether you should care. A Wonderlic IQ estimate is not the same thing as a clinical IQ. A full Wechsler administration takes 60 to 90 minutes, samples four index domains (verbal comprehension, perceptual reasoning, working memory, processing speed), and gives a confidence interval. The Wonderlic gives a single number from a 12-minute speeded test that mostly indexes processing speed and verbal-numerical reasoning. For employers, the Wonderlic-as-IQ-proxy is good enough. For self-knowledge, the conversion is suggestive rather than diagnostic.

The full Wonderlic-to-IQ conversion table

This is the table most candidates come here for. The IQ values use the standard linear formula IQ = (Wonderlic × 2) + 60. Percentile values are based on the Wonderlic general-population norms published by the test's vendor.

Wonderlic raw score Estimated IQ Approximate percentile Typical interpretation
5 70 <2nd Borderline, screening fail at virtually every employer
8 76 5th Below the cutoff for most hourly roles
10 80 9th Trade and apprenticeship floor at some employers
12 84 14th Bottom of the unskilled labor band
14 88 21st Approaching average, common for entry-level retail
16 92 28th Lower-average, common in customer service hiring
18 96 37th Just below the population mean
20 100 50th Population mean, average IQ
21 102 54th Reported general-population Wonderlic average
22 104 59th Slightly above average
24 108 70th Typical floor for skilled trades and admin roles
25 110 75th The "above average" threshold most prep guides reference
26 112 79th Common entry-level white-collar cutoff
28 116 85th Typical floor for managers, accountants, nurses
30 120 87th Software engineer, consultant, programmer floor
32 124 92nd Strong target for finance, technology, MBB applicants
34 128 95th Top 5 percent. Strong for any cognitively demanding role
36 132 97th Crossover and Vista portfolio target territory
38 136 98th Approaching the score ceiling employers actually see
40 140 99th Top 1 percent. Rare in any large hiring funnel
42 144 99.5th Reported only by a handful of NFL prospects per decade
45 150 99.9th Effectively the practical ceiling
50 160 99.99th The NFL record (Pat McInally, 1976). One per generation

A few things worth noting about this table. First, the IQ column is a linear projection from raw score, not an empirical lookup. The actual Wonderlic norms slightly compress the tails, which means real candidates scoring 45 or 50 are a hair lower in IQ-equivalent terms than a strict linear formula suggests. Second, the percentile column is based on Wonderlic's published general-adult norms; if you are looking at norms for a specific applicant pool (NFL combine attendees, software engineering applicants), the percentiles will shift considerably because those pools are non-representative.

For readers who want a single reference card, the infographic below condenses the same lookup into a printable visual. It is the version we use internally when we need to read a score off quickly without scanning the full prose table.

Wonderlic-to-IQ conversion infographic showing the formula IQ = (Wonderlic times 2) plus 60 with a full lookup table from raw score 5 (IQ 70) up to raw score 50 (IQ 160), highlighting Wonderlic 20 as the population-average IQ 100, Wonderlic 30 as IQ 120 (engineering and consulting floor), and Wonderlic 40 as IQ 140 (top 1 percent)

Sample Wonderlic question

Before reading further into what the score means, it helps to see what is actually being measured. The Wonderlic mixes verbal, math, and pattern-recognition questions of the kind below.

A delivery driver makes 9 stops per shift. How many stops does she make over 11 working shifts?

A. 88 B. 92 C. 99 D. 108 E. 117

Show answer and explanation

Correct answer: C (99)

9 stops per shift × 11 shifts = 99 stops. The Wonderlic rewards candidates who recognize a one-step multiplication problem and resist the impulse to read the question twice.

Which word below is most similar in meaning to BRISK?

A. Heavy B. Bright C. Lively D. Wide E. Calm

Show answer and explanation

Correct answer: C (Lively)

BRISK means quick, energetic, or lively. The other options describe unrelated qualities. Wonderlic verbal items are deliberately fast-and-shallow rather than nuanced.

You should expect roughly 50 questions of this difficulty band in 12 minutes. The IQ-relevant signal is how many you can clear correctly under time pressure, not how subtle the questions are.

Why the linear formula is "good enough" but not exact

The flat IQ = (Wonderlic × 2) + 60 conversion is what most online tools, prep guides, and HR platforms quote. It is also what we use in the table above. It works because both distributions are roughly normal, both are calibrated to the same overall population, and the standard deviations roughly line up after the multiplier. But the formula has three known weak points.

The first is floor compression. At very low scores (under 7), the Wonderlic stops differentiating cleanly because the test was not designed to distinguish severe cognitive impairment from below-average performance. Anyone scoring 5 or below is below the test's effective floor; the IQ projection of 70 is suggestive rather than measured.

The second is ceiling compression. At scores of 45 and above, you are answering 90 percent of items correctly under time pressure, and the marginal item you get right is more about pattern-matching speed than reasoning depth. A linear projection puts a 45 at IQ 150, but the empirical norms compress it to the 99.9th percentile, which is closer to IQ 145. The difference matters if you are using the Wonderlic to estimate an unusually high IQ.

The third is content sampling. The Wonderlic over-samples processing speed and under-samples spatial reasoning relative to the Wechsler. Two candidates with identical Wonderlic scores can have meaningfully different Wechsler profiles. For employer screening this is fine; for self-assessment it means a Wonderlic IQ estimate is one number among several.

How your IQ-equivalent compares to job benchmarks

This is where the conversion gets practical. The reason employers use the Wonderlic at all is that average Wonderlic by occupation is a well-studied phenomenon, and the tiers map cleanly onto IQ bands. The classic Wonderlic occupational table, refreshed across decades of hiring data, produces approximately these bands.

Wonderlic average IQ equivalent Typical occupations
13 to 16 86 to 92 Unskilled manual labor, basic warehouse
17 to 20 94 to 100 Retail, customer service, security
21 to 24 102 to 108 Skilled trades, clerical, admin
25 to 28 110 to 116 Sales, supervisor, technician, nursing
29 to 32 118 to 124 Engineering, programming, accounting
33 to 36 126 to 132 Senior engineering, consulting, finance
37+ 134+ Quant finance, research, top-of-funnel MBB

If your raw Wonderlic score puts you in the band that matches the role you are applying to, you are competitive. If you are one tier below, you can still get hired, but you are working against the test rather than with it. If you are two tiers below, the test is screening you out and the right move is preparation rather than appeals to other strengths. The pillar at /tests/wonderlic breaks down which employers cut where, and the Wonderlic role-by-role cutoff guide drills into specific firms.

What the IQ-equivalent does not tell you

A Wonderlic IQ estimate does not predict, on its own, how well you will perform in a job. The cognitive-ability literature is clear that g loads modestly on job performance (r around 0.4 to 0.5 for complex roles), which is meaningful but not deterministic. Two people with the same Wonderlic-derived IQ of 125 can have very different working-memory capacities, very different conscientiousness profiles, and very different domain-specific knowledge bases.

The IQ estimate also does not predict how well you will do on a different cognitive test. Someone scoring a Wonderlic 30 (IQ 120) might score a CCAT 28 (also roughly IQ 120) or might score a CCAT 35 because the CCAT slightly over-weights spatial pattern-matching. Cross-test prediction is loose. If you are preparing for the CCAT vs the Wonderlic, don't assume your score on one will translate exactly to the other.

The IQ estimate does not predict creativity, social skill, mechanical aptitude, or specific job knowledge. It is a single, narrow estimate of g (general cognitive ability) measured under time pressure. Treat it as one data point.

What employers actually do with your Wonderlic score

Most employers do not convert your raw Wonderlic to an IQ at all. They use the raw score and a fixed cutoff, which is usually framed in raw-score or percentile terms rather than IQ terms. A typical entry-level professional cutoff is "raw score 26 or above" or "65th percentile or above." The IQ conversion is a candidate-side mental model, not a hiring-side one. The exception is some specialized hiring processes (executive assessment firms, some quant trading desks) that use the Wonderlic alongside other tests and do reference IQ-equivalent bands when comparing across instruments. For 95 percent of candidates, the practical question is the raw cutoff. The IQ map is useful for self-calibration, not for predicting whether you will get the offer.

A 7-day prep plan to lift your Wonderlic-IQ equivalent

A useful frame: every two raw points you add equals four IQ-equivalent points. Most candidates can lift their score by 4 to 8 raw points (8 to 16 IQ-equivalent points) with a week of focused practice. Above that the returns flatten because the bottleneck shifts from familiarity to processing speed, which is harder to train.

Day 1. Take a full timed practice test under realistic conditions. Mark every question you missed and note whether the issue was speed (you ran out of time) or accuracy (you had time but got it wrong). The split between these matters for the rest of the week.

Day 2. Drill the question type you got wrong most often. For most candidates this is verbal-analogy or word-problem math.

Day 3. Take a second timed test. The goal is a 4-to-6-point improvement over Day 1.

Day 4. Drill mental arithmetic specifically: percentages, ratios, simple fractions. The Wonderlic over-rewards quick numerical work.

Day 5. Do three timed sub-sections of 4 minutes each. Build the rhythm of moving on from a question you cannot solve in 12 seconds.

Day 6. A full timed practice test. You should be 6 to 10 points above Day 1.

Day 7. Light review only. Read your weak-area notes. Do not take another full test the day before the real one.

This is the same compressed schedule the PrepClubs Wonderlic prep offers in a structured form, with the practice bank and the timed-mode toggles built in.

FAQ

Is the Wonderlic actually an IQ test?

The Wonderlic is a measure of general cognitive ability that correlates strongly with full-scale IQ tests (r = 0.85 to 0.93 with the Wechsler), but it is not a clinical IQ test. It samples a narrower set of skills, runs in 12 minutes rather than 60 to 90, and produces a single score rather than an index profile. For employer screening it functions as an IQ proxy. For diagnostic purposes a full Wechsler or Stanford-Binet is the appropriate instrument.

What IQ does a Wonderlic score of 30 represent?

A Wonderlic raw score of 30 maps to an IQ of approximately 120 using the standard formula. That puts the candidate at roughly the 87th percentile of the general population. A 30 is the typical floor for software engineering, programming, and management consulting hiring.

What is the highest possible IQ from a Wonderlic score?

The Wonderlic raw-score ceiling is 50, which projects to an IQ of 160 by the linear formula. Empirically this corresponds to roughly the 99.99th percentile, or one in ten thousand. Pat McInally is the only NFL prospect to score 50 on the test.

Is a Wonderlic score of 20 the same as an IQ of 100?

Yes, by design. The Wonderlic was calibrated so that the population mean of 20 corresponds to the IQ mean of 100. This makes the simple linear conversion (IQ = Wonderlic × 2 + 60) hold up across most of the distribution.

How does the WPT-Q (30-question version) convert to IQ?

The WPT-Q has 30 questions worth 1.66 raw points each, rescaling to the same 0-to-50 range as the WPT-R. The IQ conversion table applies to the rescaled score, not the raw item count. If your WPT-Q score sheet shows a 0-to-50 number, use that directly with the table above.

Can I retake the Wonderlic to improve my IQ-equivalent?

Most employers allow one Wonderlic attempt per role and many require a 6 or 12-month wait between retakes when permitted. Some allow a second attempt for borderline scores. The retake itself does not change your underlying cognitive profile, but practice effects of 4 to 8 points are typical and well-documented. The practical move is to prepare hard for the first sitting rather than relying on retakes.

Why does my Wonderlic-derived IQ differ from my CCAT-derived IQ?

Different cognitive tests sample different cognitive domains. The Wonderlic over-weights processing speed and verbal-numerical reasoning. The CCAT over-weights spatial pattern recognition. A 5-to-8-point IQ-equivalent difference between two short-form tests is normal. A 15-point difference probably reflects a genuine domain skew (you are stronger at spatial reasoning than verbal, or vice versa) rather than a test error.

Should I share my Wonderlic-derived IQ on a resume?

No. A Wonderlic-derived IQ is a back-of-envelope estimate from a 12-minute test, not a clinical assessment. Listing it on a resume signals that you do not understand the difference, which is itself a screening problem. If you have a strong Wonderlic, mention the raw score (or percentile) under "test results" or in a cover-letter line, and let the reader do the conversion if they care.

Practice on PrepClubs

Time the conversion in your favor.

Knowing your Wonderlic-to-IQ map is useful for self-calibration. What moves the offer is the raw score on test day. PrepClubs runs full-length timed Wonderlic practice with the same 50-question, 12-minute structure employers use, plus targeted drills for the math, verbal, and logic question types most candidates lose points on. $39 one time. Pass Guarantee.

Start free Wonderlic practice

FAQ

Common questions

Is the Wonderlic actually an IQ test?

The Wonderlic is a measure of general cognitive ability that correlates strongly with full-scale IQ tests (r = 0.85 to 0.93 with the Wechsler), but it is not a clinical IQ test. It samples a narrower set of skills, runs in 12 minutes rather than 60 to 90, and produces a single score rather than an index profile. For employer screening it functions as an IQ proxy. For diagnostic purposes a full Wechsler or Stanford-Binet is the appropriate instrument.

What IQ does a Wonderlic score of 30 represent?

A Wonderlic raw score of 30 maps to an IQ of approximately 120 using the standard formula. That puts the candidate at roughly the 87th percentile of the general population. A 30 is the typical floor for software engineering, programming, and management consulting hiring.

What is the highest possible IQ from a Wonderlic score?

The Wonderlic raw-score ceiling is 50, which projects to an IQ of 160 by the linear formula. Empirically this corresponds to roughly the 99.99th percentile, or one in ten thousand. Pat McInally is the only NFL prospect to score 50 on the test.

Is a Wonderlic score of 20 the same as an IQ of 100?

Yes, by design. The Wonderlic was calibrated so that the population mean of 20 corresponds to the IQ mean of 100. This makes the simple linear conversion (IQ = Wonderlic × 2 + 60) hold up across most of the distribution.

How does the WPT-Q (30-question version) convert to IQ?

The WPT-Q has 30 questions worth 1.66 raw points each, rescaling to the same 0-to-50 range as the WPT-R. The IQ conversion table applies to the rescaled score, not the raw item count. If your WPT-Q score sheet shows a 0-to-50 number, use that directly with the table above.

Can I retake the Wonderlic to improve my IQ-equivalent?

Most employers allow one Wonderlic attempt per role and many require a 6 or 12-month wait between retakes when permitted. Some allow a second attempt for borderline scores. The retake itself does not change your underlying cognitive profile, but practice effects of 4 to 8 points are typical and well-documented. The practical move is to prepare hard for the first sitting rather than relying on retakes.

Why does my Wonderlic-derived IQ differ from my CCAT-derived IQ?

Different cognitive tests sample different cognitive domains. The Wonderlic over-weights processing speed and verbal-numerical reasoning. The CCAT over-weights spatial pattern recognition. A 5-to-8-point IQ-equivalent difference between two short-form tests is normal. A 15-point difference probably reflects a genuine domain skew (you are stronger at spatial reasoning than verbal, or vice versa) rather than a test error.

Should I share my Wonderlic-derived IQ on a resume?

No. A Wonderlic-derived IQ is a back-of-envelope estimate from a 12-minute test, not a clinical assessment. Listing it on a resume signals that you do not understand the difference, which is itself a screening problem. If you have a strong Wonderlic, mention the raw score (or percentile) under "test results" or in a cover-letter line, and let the reader do the conversion if they care.