WAIS index scores, explained

WAIS index scores break the Full Scale IQ into its parts: verbal comprehension, perceptual (or visual spatial and fluid) reasoning, working memory and processing speed. Each uses the IQ scale, mean 100 and SD 15. If your indexes sit within about 23 points of each other, the Full Scale IQ is a fair summary; if not, the indexes tell the story.

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By the LifeScore Editorial Team · Reviewed · How our IQ test is scored

What the index scores are

The Wechsler Adult Intelligence Scale gives one overall number, the Full Scale IQ (FSIQ), and several index scores underneath it. Each index combines two or three subtests that measure a related skill, so it is more reliable than any single subtest and more specific than the FSIQ.

The fourth edition (WAIS-IV, 2008) has four indexes. The fifth (WAIS-5, 2024) splits perceptual reasoning in two, giving five. Your report will say which edition you took; the rest of this page works for both.

WAIS-IV and WAIS-5 index scores and their core subtests
IndexWAIS-IV core subtestsWAIS-5 primary subtestsIn plain words
Verbal Comprehension (VCI)Similarities, Vocabulary, InformationSimilarities, VocabularyWord knowledge and reasoning with words
Perceptual Reasoning (PRI, WAIS-IV)Block Design, Matrix Reasoning, Visual PuzzlesSplit into the two rows belowSolving problems with pictures and shapes
Visual Spatial (VSI, WAIS-5)Part of PRIBlock Design, Visual PuzzlesSeeing how parts make a whole
Fluid Reasoning (FRI, WAIS-5)Part of PRIMatrix Reasoning, Figure WeightsWorking out new rules and relationships
Working Memory (WMI)Digit Span, ArithmeticDigit Sequencing, Running DigitsHolding and working on information in your head
Processing Speed (PSI)Symbol Search, CodingCoding, Symbol SearchSpeed and accuracy on simple visual tasks

Check your profile

Type your index scores below to see each one as a percentile and in the WAIS-IV wording, and how far apart your highest and lowest scores are. It does the arithmetic a report leaves to you. It does not replace the psychologist's reading, which uses your history, the subtests and the publisher's tables.

Check an index profile

Type the index scores from the report (40 to 160). The numbers filled in are an invented example.

Verbal Comprehension

Perceptual Reasoning

Working Memory

Processing Speed

VCI124 · 95th percentile · Superior
PRI118 · 88th percentile · High average
WMI102 · 55th percentile · Average
PSI94 · 34th percentile · Average

Grey band: 90 to 109, the average range. Scale runs 40 to 160.

Spread: 30 points between Verbal Comprehension (124) and Processing Speed (94). That is 1.5 standard deviations or more. Under the common rule of thumb, one Full Scale IQ hides more than it shows for this profile: read the index scores, and check whether the report gives a General Ability Index.

The reasoning indexes average 121 and the working memory and speed indexes average 98. A 23-point gap in this direction is the pattern the GAI and CPI were built to show.

Percentiles come from the normal curve (mean 100, SD 15); wording is the WAIS-IV wording. This is a reading aid, not an interpretation: the GAI, CPI and whether a gap is statistically unusual need the publisher's tables and the psychologist who tested.

Reading a single index score

Every index uses the same scale as the FSIQ, explained in standard deviation in IQ. 100 is the middle of your age group, 115 is one standard deviation above (84th percentile) and 85 one below (16th). The report normally gives a percentile and a 90% or 95% confidence interval next to each score; the interval is the honest version of the number. An index of 112 with an interval of 105 to 118 overlaps an index of 104 with an interval of 97 to 111, so the two have not been shown to differ. The IQ confidence interval calculator shows how wide the band is for a given reliability.

Index score ranges, percentiles and the WAIS-IV wording
Index scorePercentile rangeWAIS-IV wording
130 and above98th and aboveVery superior
120 to 12991st to 97thSuperior
110 to 11975th to 90thHigh average
90 to 10925th to 73rdAverage
80 to 899th to 23rdLow average
70 to 792nd to 8thBorderline
69 and belowBelow the 2ndExtremely low

When the Full Scale IQ stops being the headline

The FSIQ is an average of very different tasks. When your indexes are close, the average describes you well. When they are far apart, say a VCI of 128 and a PSI of 88, the FSIQ lands somewhere in the middle and describes neither strength nor weakness.

A widely taught rule of thumb from Flanagan and Kaufman's interpretive method is to subtract the lowest index from the highest. Under 23 points (1.5 standard deviations), treat the FSIQ as a fair summary. At 23 or more, describe the person by their indexes instead, and look at whether the General Ability Index is a better overall number. Other authors, including Sattler, argue there is no hard cut-off; the 23 points is a convention, not a law.

Big gaps are also more common than people expect. Research on healthy adults (Binder, Iverson and Brooks, 2009) shows that a few low scores and noticeable scatter are normal in people with no condition at all. A gap is a reason to read the indexes, not a diagnosis.[1]

GAI and CPI: the two extra numbers

The General Ability Index (GAI) is built from the verbal and reasoning subtests only, leaving out working memory and processing speed. It answers "how well does this person reason, setting speed and short-term memory aside?" On the WAIS-IV it uses the VCI and PRI subtests.

The Cognitive Proficiency Index (CPI) is the other half: working memory and processing speed together, the efficiency with which you handle information.

When the GAI is clearly higher than the CPI, reasoning is outrunning efficiency. Psychologists see this pattern in many people with attention difficulties, with fatigue or after a brain injury, but also in plenty of people with none of these, so a GAI-CPI gap points to questions, not answers. The checker above shows the average of your reasoning indexes and your speed and memory indexes as a rough guide to that pattern; the real GAI and CPI need the publisher's tables.

What a high or low index often looks like day to day

These are tendencies, not rules, and a single index never explains a person on its own.

Common everyday descriptions of index strengths and weaknesses
IndexStrength often shows asWeakness often shows as
Verbal ComprehensionWide vocabulary, explains ideas wellReading and written work take more effort
Perceptual, Visual Spatial or Fluid ReasoningQuick with diagrams, maps, new puzzlesStruggles to picture or rotate things, or to spot a new rule
Working MemoryMental arithmetic, following long instructionsLoses track mid-task, needs things written down
Processing SpeedFast on routine paperwork and timed testsAccurate but slow; runs out of time

Comparing a WAIS-IV result with a WAIS-5 result

The editions are close but not interchangeable. In a study of 186 adults who took both, the WAIS-IV gave Full Scale IQs about 1.9 points higher on average (Winter, Trudel and Kaufman, 2024), the Flynn effect at work on the older norms. The WAIS-5 VSI and FRI also have no direct WAIS-IV equivalent, so compare them with the old PRI only loosely. For more on the test itself and how to book one, see the WAIS test guide.[2]

Frequently asked questions

What is a good WAIS index score?

Anything from 90 to 109 is average for your age. 110 to 119 is high average, 120 to 129 superior and 130 or above very superior on the WAIS-IV wording. "Good" depends on what the score is for; a profile is usually more useful than any one number.

What does a big difference between index scores mean?

That the Full Scale IQ is an average of uneven abilities. Under a common rule of thumb, a gap of 23 points or more between the highest and lowest index means you should read the indexes rather than the FSIQ. It is not, on its own, a sign of any condition.

Is the GAI or the FSIQ my real IQ?

Both are real scores. The FSIQ includes working memory and processing speed; the GAI leaves them out. When those two are much lower than reasoning, the GAI is often the better estimate of reasoning ability, and some programmes, including many gifted programmes, accept it.

Can I calculate my FSIQ from my index scores?

Not exactly. The FSIQ comes from the sum of subtest scaled scores looked up in the publisher's table, not from averaging the indexes. Averaging gets you close, but the real FSIQ is usually a little further from 100 than the average. See how IQ is calculated.

Curious how your reasoning compares?

Our test is 25 visual reasoning puzzles, closest to the WAIS Matrix Reasoning subtest. It does not measure verbal comprehension, working memory or processing speed, and it does not produce index scores.

Take the IQ test

25 questions · about 12 minutes