Miller Analogies Test Scores: Percentiles, Ranges & What's a Good Score

Understanding Miller Analogies Test scores is essential if you're applying to graduate school or a high-IQ society that accepts the MAT. Your score report includes both a scaled score and a percentile rank — two numbers that tell admissions committees very different things about your performance. Knowing what each one means, and where you fall relative to other test-takers, gives you a real advantage when choosing where to apply.

MAT test scores range from 200 to 600 on the scaled score, with most graduate programs expecting scores somewhere between 400 and 450. But raw numbers don't tell the whole story. Your percentile rank shows how you compare against every other person who's taken the test — and that's what schools care about most. A scaled score of 410 might sound average, but if it puts you in the 70th percentile, you're outperforming most candidates.

This guide breaks down everything you need to know about MAT scoring: how raw scores convert to scaled scores, what the percentile chart looks like, what different graduate programs actually require, and how to interpret your results. Whether you're aiming for a master's program or a doctoral spot, the scoring details matter — and they're more straightforward than most people assume.

The MAT has been used as a graduate admissions tool since 1926, making it one of the oldest standardized tests still in active use today in the United States. Pearson currently administers the exam at over 500 controlled testing centers worldwide. Despite the GRE's dominance, hundreds of programs still accept or prefer the MAT — particularly in education, psychology, and counseling fields where analogy-based reasoning aligns well with program requirements.

Your MAT test scores arrive as two key numbers: a scaled score and a percentile rank. The scaled score falls between 200 and 600, calculated from your raw score (the number of questions you answered correctly out of 120). The percentile rank tells you what percentage of test-takers scored lower than you — a 75th percentile means you beat 75% of everyone who took the exam.

The Miller Analogies Test score percentile chart shifts slightly each year as Pearson updates its norming sample. Generally, a scaled score around 400 puts you near the 50th percentile. Scoring 425 bumps you into roughly the 65th to 70th percentile range. And if you hit 450 or above, you're typically in the 80th percentile or higher — competitive for most graduate programs.

Percentile rankings matter more than raw or scaled scores for admissions decisions. Two students with identical scaled scores might have different percentile ranks depending on when they tested, because the norming group changes. Schools use percentiles to compare applicants on a level playing field, which is why your percentile is the number most programs list in their admissions requirements.

Some programs publish minimum score requirements while others use the MAT as one factor in a holistic review. Education programs tend to set lower minimums — often around the 40th to 50th percentile — while clinical psychology and research-focused programs typically want candidates above the 70th percentile. Always check the specific department you're applying to, not just the university's general policy.

What is a good MAT score? That depends entirely on where you're applying. For most master's programs in education, social work, or counseling, a scaled score between 400 and 420 — roughly the 50th to 60th percentile — is considered acceptable. Competitive programs push that target higher, usually into the 430 to 450 range. Doctoral programs tend to expect scores at or above the 70th percentile.

What is a good MAT score for Oxford? The University of Oxford doesn't use the MAT from Pearson — they have their own Mathematics Admissions Test with the same acronym. If you're preparing for Pearson's Miller Analogies Test for U.S. graduate admissions, don't confuse the two. Oxford's MAT is a completely different exam with different scoring, format, and purpose.

Context matters when evaluating whether your score is "good enough." A 410 might be below average for a top-tier clinical psychology program but well above the cutoff for a regional education master's. Research each program's actual requirements rather than chasing a single benchmark number. Many admissions offices will tell you their typical admitted range if you call and ask — and that information is worth more than any generic advice.

Keep in mind that the MAT is just one piece of your application. Strong letters of recommendation, a compelling personal statement, relevant work experience, and undergraduate GPA all factor in. A slightly lower MAT score won't sink your application if everything else is strong — and an excellent score won't compensate for weaknesses elsewhere. Treat the MAT as one component, not the entire decision.

So what is MAT score, exactly, in technical terms? It's a scaled score derived from your raw performance on 120 analogy questions. Of those 120, only 100 are scored — the remaining 20 are experimental items that Pearson uses to develop future test versions. You won't know which questions are experimental, so you need to treat every question as if it counts.

The Miller Analogies Test percentile chart maps your scaled score against a norming sample of recent test-takers. Pearson updates this sample periodically, which means a scaled score of 415 might correspond to the 55th percentile one year and the 58th percentile the next. The shifts are usually small, but they explain why you can't find a single, permanent conversion table online — it's a moving target.

Your score report also includes a confidence interval, usually plus or minus 6 to 8 points around your scaled score. This range acknowledges that no single test sitting perfectly captures your true ability. If your score is 420 with a confidence interval of ±7, your "true" score likely falls between 413 and 427. Admissions committees understand this variability, which is partly why they look at percentiles rather than exact scaled numbers.

The Miller Analogies Test score range of 200 to 600 exists because Pearson uses a linear transformation to convert raw scores into scaled scores. This transformation ensures that scores remain comparable across different test versions and administration dates. A 425 earned in January means the same thing as a 425 earned in September — even if one version was slightly harder than the other.

The Miller Analogies Test average score hovers around 400 to 420 for the general test-taking population. But that average includes everyone who takes the MAT — from students applying to highly competitive programs to those testing for personal curiosity or high-IQ society membership. The average among admitted students at selective programs tends to be considerably higher, often in the 430 to 460 range.

Understanding where your target program's admitted students typically score gives you the most useful benchmark. If a program's website says "average MAT score of admitted students: 440," that's your real target — not the overall test average. Many programs publish this data in their admissions FAQ or annual program statistics, and it's always worth checking before you decide whether to retake the exam.

Miller's analogy test score interpretation requires understanding both the scaled score and the percentile in context. A raw score of 75 correct out of 100 scored items might translate to a scaled score of 430 — but the exact conversion depends on the difficulty of the specific test version you received. Harder versions yield slightly higher scaled scores for the same raw performance, and easier versions yield slightly lower ones.

Miller Analogies Test old scoring used a different scale before Pearson restructured the exam. Prior to 2004, the MAT used raw scores reported on a different numerical range. If you're looking at older prep books or historical score data, those numbers won't match current scaled scores. The modern 200–600 scale has been in use for over two decades now, so any recent program requirements reference the current system.

When interpreting your results, pay attention to the date on your score report. MAT scores are valid for five years from your test date, and programs won't accept expired scores. If you took the MAT four years ago and are now applying to a different program, you're technically still within the validity window — but scores closer to your application date carry more weight with some admissions committees.

Miller Analogies Test raw score conversion works through Pearson's equating process, which adjusts for difficulty differences between test versions. Your raw score — the number of scored items you answered correctly out of 100 — gets transformed into a scaled score using statistical formulas specific to the version you took. This equating ensures fairness: you aren't penalized for getting a harder test version.

What is scaled score and percentile below in MAT? Your scaled score is the standardized number between 200 and 600 that represents your performance. The percentile rank below your score tells you what percentage of the norming group scored lower than you. If your report shows a percentile of 68, that means 68% of test-takers scored below your scaled score — and 32% scored at your level or higher.

There's no penalty for wrong answers on the MAT, so guessing is always better than leaving a question blank. Every correct answer adds to your raw score, and unanswered questions count as zero. With 30 seconds per question on average, you'll inevitably face items where an educated guess is your best strategy. Eliminate one or two obviously wrong options and pick from what remains — that approach consistently outperforms skipping questions entirely.

How is MAT score calculated? Pearson takes your raw score (correct answers out of 100 scored questions), applies an equating formula to adjust for test difficulty, and produces your scaled score on the 200–600 range. The equating formula uses Item Response Theory — a statistical method that accounts for the difficulty and discrimination power of each individual question, not just the total number correct.

How is the MAT scored in practical terms? You sit down, answer 120 questions in 60 minutes, and Pearson's computer handles the rest. There's no essay component, no section breaks, and no calculator. The entire test is multiple-choice analogies with four answer options each. Your preliminary score appears on screen immediately after you finish, though official scores with percentiles take about 10 to 15 business days to arrive.

The immediate preliminary score you see at the testing center is your scaled score — but it doesn't include your percentile ranking yet. That comes with the official report, which Pearson mails to you and sends electronically to the programs you designated during registration. You can also order additional score reports later for a fee if you decide to apply to programs you didn't originally list.

How long is MAT score valid? Pearson's official policy states that MAT scores remain valid for five years from the test date. After that, programs won't accept them — you'd need to retake the exam. Most students take the MAT within a year of applying, but the five-year window gives you flexibility if your plans change or you decide to pursue a different program down the road.

How MAT score is calculated involves a few layers that aren't immediately obvious. Beyond the raw-to-scaled conversion, Pearson periodically re-norms the percentile table using fresh data from recent test-takers. This means your percentile rank is always relative to a contemporary comparison group, not a historical one. The recalibration keeps scores meaningful as the test-taking population evolves over time.

If you're unhappy with your score, you can retake the MAT — but you must wait at least 60 days between attempts. Pearson limits you to three attempts within a 12-month period. Most programs consider only your highest score, though some request all scores on record. Check each program's policy before retaking, because a marginal improvement might not justify the time and cost of another test sitting.

How to calculate MAT score yourself? You can't replicate Pearson's exact equating formula at home, but you can estimate. On practice tests, count your correct answers out of 100 and use published score conversion tables as a rough guide. A raw score of 50 typically maps to a scaled score around 400 (50th percentile), while 70 correct usually lands near 440–450 (75th–80th percentile). These estimates vary by test difficulty, but they give you a useful ballpark.

How to check MAT score after the exam? Your preliminary scaled score displays on the computer screen immediately after you finish. For official results with percentile data, log into your Pearson account at pearsonassessments.com about two weeks after your test date. Score reports are also mailed to the address you provided during registration, and electronic copies go directly to the graduate programs you selected.

If your scores haven't arrived after three weeks, contact Pearson's customer service — delays occasionally happen, especially during peak testing seasons in fall and spring. You can also request rush processing for an additional fee if you're close to an application deadline. Having your Pearson account login and test confirmation number ready speeds up any inquiry about missing or delayed score reports. Save your test confirmation email and receipt — you'll need the reference numbers if you ever need to request additional score sends or dispute a processing issue.