What Is a Good MAT Score? Complete Guide to Miller Analogies Test Scoring for 2026 July

If you're preparing for graduate school admissions, understanding what is a good MAT score is one of the most important steps you can take. The Miller Analogies Test (MAT) uses a scaled scoring system that ranges from 200 to 600, with the national mean hovering around 400. However, "good" is entirely relative to the programs you're targeting — a score that earns acceptance at one university might fall below the cutoff at another. Knowing where you stand on the scoring spectrum helps you set realistic goals and study with purpose before test day.

The MAT is a 60-minute exam consisting of 120 analogy questions drawn from fields including the humanities, natural sciences, mathematics, and social sciences. Unlike broader graduate admissions tests, the MAT zeroes in on your ability to recognize patterns, draw logical relationships, and apply broad academic vocabulary. Because it is narrowly focused, even small improvements in preparation can produce measurable score gains. Dedicated test-takers who commit to structured analogies practice consistently report score jumps of 20 to 40 scaled points, which can mean moving from the 50th percentile to the 70th or higher.

Scaled scores are converted from raw scores using a statistical equating process, so a 400 on one version of the test represents the same ability level as a 400 on any other version. This fairness mechanism matters because different test forms vary slightly in difficulty. You'll receive both a scaled score and a percentile rank, and graduate admissions committees typically pay close attention to the percentile rank because it directly compares your performance against other candidates. Your mat score report is sent automatically to up to three institutions you designate at registration.

Program benchmarks differ widely by discipline. Clinical psychology doctoral programs, which are among the most competitive, often expect scaled scores above 420 and percentile ranks above the 70th. Master's programs in education or counseling may accept scores in the 380–400 range. MBA programs that accept the MAT vary considerably, and some professional programs weight other parts of the application package more heavily than the test score itself. This variability is precisely why researching your specific programs before you begin studying is so valuable — it lets you calibrate your target score to actual admission requirements.

One common misconception is that the MAT is "easier" than the GRE simply because it is shorter and costs less to take. In reality, the MAT's difficulty comes from its breadth: analogies span ancient history, classical literature, biology, chemistry, algebra, and art — all within a single 60-minute sitting. Students who underestimate this breadth and cram only vocabulary often find themselves blindsided by science and mathematics analogy stems. A balanced preparation strategy that covers all four content domains is the single most reliable predictor of a strong final score.

Consistency in practice is equally important. Research on test preparation across standardized exams shows that distributed practice — studying a little every day over several weeks — outperforms marathon cramming sessions in both retention and test performance. For the MAT specifically, this means working through analogy sets daily, reviewing mistakes immediately, and periodically taking timed full-length practice tests to simulate real testing conditions. Tracking your practice scores over time also lets you spot which content domains need the most attention so you can allocate your remaining study hours strategically.

Whether you're aiming for a competitive psychology doctoral program or a master's degree in library science, the scoring principles are the same: understand the scale, know your target percentile, and build a preparation plan that addresses your specific content weaknesses. The sections below break down every component of MAT scoring in detail — from how the scale works to what admissions committees actually look for when they review your results.

Different graduate programs hold markedly different score expectations, and understanding these benchmarks is essential before you invest months of preparation. Clinical and counseling psychology programs are among the most competitive MAT score environments. Doctoral programs in clinical psychology at mid-tier research universities routinely expect scaled scores between 410 and 430, while top-tier programs at research-intensive schools may prefer candidates above the 75th percentile — roughly a 430 or higher. The reason for these elevated cutoffs is simple: psychology doctoral programs accept fewer than 10 percent of applicants, and every element of the application package, including the MAT, carries significant weight.

Education master's programs present a more accessible target range. Programs in curriculum and instruction, educational leadership, and school counseling typically accept MAT scaled scores in the 380–410 range. Some community college-affiliated graduate programs in education set minimum cutoffs as low as 370, though applicants who score in this range are advised to strengthen other parts of their application — such as a strong statement of purpose or relevant professional experience — to compensate. If you're targeting a highly ranked school of education, aim for 420 or above to remain competitive.

Library and information science programs represent another common MAT pathway. The American Library Association accredits over 60 graduate programs in library science, and many of these programs use the MAT as an alternative to the GRE. Score expectations cluster around the 390–415 range for most ALA-accredited programs. Industrial-organizational psychology, occupational therapy, and social work master's programs also accept the MAT, generally with expectations similar to education programs — meaning a scaled score above 395 is a reasonable target for most applicants to these fields.

For MBA programs that still accept the MAT (a shrinking but real group), the scoring context is somewhat different because business schools typically compare the MAT score against GMAT equivalency tables. Pearson, which administers the MAT, publishes a GMAT conversion table on its official website. A MAT scaled score of roughly 400–410 converts to approximately a 500 on the GMAT, which falls below the average for ranked MBA programs. Business school applicants who choose the MAT should aim for scaled scores above 430 to present a competitive GMAT-equivalent profile.

It is important to distinguish between minimum cutoff scores and competitive scores. A program's minimum cutoff is the lowest score it will technically consider; the competitive score is what successful admits actually achieve. These two numbers can differ by 20 to 40 scaled points.

The best way to find both figures for any specific program is to contact the admissions office directly and ask for the most recent incoming cohort's average or median MAT score. Many programs publish this information in their annual data disclosures or in response to direct inquiries, so don't hesitate to reach out before you commit to a score target.

Retesting is an option for candidates whose initial scores fall short of their target. The MAT allows retesting after a 30-day waiting period, and most programs will accept the highest score from multiple sittings. Some programs average all scores received, however, so confirming each program's score use policy before retesting is essential. In general, candidates who commit to a structured preparation cycle of six to eight weeks between attempts see the most meaningful score improvements, particularly when they focus their second-round preparation on the specific content domains where their first attempt revealed the greatest weaknesses.

Finally, keep in mind that the MAT score is rarely the only quantitative element in a graduate application. GPA, letters of recommendation, statement of purpose quality, and relevant professional experience all factor into admissions decisions. A borderline MAT score does not automatically disqualify a candidate whose overall profile is strong. Conversely, even a very high MAT score cannot fully compensate for a weak undergraduate GPA or an unconvincing personal statement. Think of your MAT score as one important signal in a multi-signal application system, and invest your preparation energy proportionally to the weight it carries at your specific target programs.

Understanding MAT percentile rankings in depth is essential for any serious applicant. The MAT's norm group — the population against which your score is compared — consists of all test-takers over a recent multi-year reference period. Because the MAT is primarily taken by graduate school applicants who have already self-selected by pursuing higher education, this is a more academically capable group than the general population.

This means that percentile rankings on the MAT can feel more compressed than on tests normed against broader populations. A scaled score of 380 might represent the 40th percentile, while a 430 might represent the 78th — a relatively small point difference producing a large percentile jump.

The practical implication of this compressed distribution is that targeted preparation can yield outsized percentile gains. Because so many candidates cluster near the middle of the scale, improving your scaled score by even 15 to 20 points can move you from the 50th to the 65th percentile or beyond.

This is particularly encouraging for candidates who feel they underperformed on their first attempt: a modest but systematic improvement in preparation is often sufficient to move into a competitive tier. The analogy content domains with the most room for rapid improvement are typically Natural Sciences and Social Sciences vocabulary, since these areas respond quickly to focused review.

Score reports are generated within 10 to 15 business days of your test date and include your scaled score, percentile rank, and content-area subscores. Pearson sends official score reports directly to the institutions you designated during registration at no additional cost — up to three institutions.

If you need to send your scores to additional programs after testing, you can request supplemental score reports through the Pearson testing portal. It is worth noting that score reports include your full testing history if you have taken the MAT more than once, so programs will see all attempts unless their policy specifies otherwise.

Comparing MAT percentiles to GRE percentiles is a question that many applicants researching both tests ask. Because the two exams test different constructs — the GRE includes separate verbal reasoning, quantitative reasoning, and analytical writing scores, while the MAT produces a single analogy-based score — direct comparisons are imprecise.

Pearson does publish a concordance table mapping MAT scaled scores to approximate GRE Verbal equivalents, which some programs use to evaluate candidates who submit one test versus the other. In general, a MAT score at the 60th percentile is considered roughly comparable to a GRE Verbal score in the 155–157 range, though programs vary in how they apply these conversions.

One underappreciated aspect of MAT scoring is the role of content-area subscores in specialized applications. When a candidate applies to a neuroscience or biology master's program, a strong Natural Sciences subscore may carry particular weight with admissions reviewers even if the overall scaled score is average. Similarly, a candidate applying to a literature or history doctoral program who demonstrates a strikingly high Humanities subscore may be viewed more favorably than raw overall percentile rankings alone suggest. This is another reason to review your subscore profile carefully before deciding whether to retest or accept your current results.

Matas Buzelis, the NBA prospect who drew widespread attention for his academic and athletic achievements, represents the kind of high-achieving profile that many competitive graduate programs seek. While his fame is in basketball, the broader principle applies directly to graduate admissions: programs look for candidates who demonstrate excellence in their specific domain, not just generalized competence. Your MAT subscores can serve as domain-specific signals of that kind of specialized excellence. If your overall score is borderline but your relevant subscore is in the 80th percentile, highlight that in your application materials when appropriate.

It is also worth understanding how the MAT scoring system handles experimental questions. Of the 120 questions on the exam, approximately 20 are unscored experimental items that Pearson uses to norm future test versions. You will not know which questions are experimental, and they do not affect your final score — but this means your raw score is calculated from 100 questions, not 120.

This distinction matters slightly for pacing: you are effectively answering 120 questions in 60 minutes, or 30 seconds per question on average, but only 100 count toward your score. Maintaining steady pacing throughout the test is more important than trying to identify and skip suspected experimental questions.

Score reporting logistics are straightforward but require advance planning. When you register for the MAT through Pearson's official testing portal, you select up to three institutions to receive your official score report at no additional charge. These reports are sent automatically within 10 to 15 business days of your test date. If you need to send scores to additional programs after testing, supplemental reports are available for a per-report fee through the Pearson testing portal. Keep a record of every institution you designate, as changes after registration may not be accepted once processing begins.

If you are planning to apply to programs with different deadlines, timing your MAT test date carefully in relation to application due dates is critical. Score reports typically take two to three weeks to arrive at institutions, so testing less than three weeks before a hard deadline creates real risk. Most admissions advisors recommend testing at least four to six weeks before your earliest program deadline to allow adequate buffer time. Some highly competitive programs with rolling admissions also weight early applications more favorably, providing an additional reason to test and report scores early in the application cycle.

For candidates who test and receive a score below their target, the retesting timeline matters. The MAT enforces a mandatory 30-day waiting period between attempts. Most candidates who retest see their best results after completing a full additional preparation cycle of four to eight weeks — meaning the practical minimum between a productive first attempt and a second attempt is approximately six weeks. Rushing back to test after only the minimum 30-day wait, without significant additional preparation, statistically produces smaller score gains than waiting the full six to eight weeks and completing a structured second preparation cycle.

Score cancellation is available on test day if you decide during the testing session that you do not want your score recorded. However, once you leave the testing center and scores are processed, cancellation is no longer possible. This policy is important to understand before test day: if you experience a significant disruption during testing — illness, technical problems, or a serious external distraction — you have the option to cancel before scores are finalized. Pearson's testing center staff can explain the cancellation procedure at any point before you confirm score submission at the end of your session.

Many applicants wonder whether unofficial score previews are available immediately after testing, as they are with the GRE. The MAT does not currently offer an unofficial score preview at the end of the testing session. You will need to wait for the official score report, which typically arrives within two weeks.

This means you won't know your score on test day, which some candidates find stressful. The best mitigation strategy is to enter test day having already completed at least two or three timed full-length practice tests — so your practice scores give you a well-calibrated expectation of where your actual score is likely to land.

International applicants who take the MAT at international testing centers follow the same scoring scale and receive the same score report format as domestic test-takers. Score reports are delivered digitally to institutions, so geographic distance does not delay delivery. International candidates should verify that their target programs accept the MAT before registering, as some US programs that historically accepted the MAT have transitioned to GRE-only policies in recent years. A quick confirmation email to the admissions office of each target program takes five minutes and can prevent a significant logistical problem later.

Looking ahead, candidates who are still weighing whether to take the MAT or another graduate admissions exam should spend time reviewing the specific requirements of every program on their list before committing. The MAT's combination of a shorter format, lower cost, and focused analogy-based content makes it an excellent choice for applicants to psychology, education, library science, and related fields. For those still deciding, consulting resources that compare the MAT against broader alternatives can be extremely helpful in making the right choice for your specific situation and target programs.

Practical test-day preparation begins well before you sit down at the testing center. In the week leading up to your exam, shift your study focus from learning new content to reinforcing what you already know. This means reviewing your vocabulary flashcards, working through one or two short analogy sets each day to maintain timing fluency, and avoiding the temptation to cram large volumes of new material in the final 48 hours.

Sleep, nutrition, and mental readiness in the final week contribute meaningfully to test-day performance — research on cognitive performance consistently shows that well-rested candidates outperform equally prepared but sleep-deprived ones on pattern recognition tasks, which is precisely the core skill the MAT tests.

On test day itself, arrive at the testing center at least 15 to 20 minutes early to complete check-in procedures without rushing. Bring two forms of valid identification as required by Pearson's testing policies. Personal items including phones, notes, and food are not permitted in the testing room. The test interface is computer-based, and questions appear one at a time with a timer visible on screen.

Use the built-in flagging feature to mark questions you find difficult and return to them after completing questions you're more confident about — this time management strategy ensures that harder questions don't consume disproportionate time at the expense of easier point-earning opportunities elsewhere in the exam.

During the exam, approach each analogy by identifying the relationship between the first two terms before considering the answer choices. The relationship types most commonly tested include part-to-whole, cause-to-effect, synonym, antonym, degree, creator-to-creation, and category membership. Naming the relationship aloud in your mind before scanning the answer options dramatically reduces the temptation to fall for attractive-sounding but logically incorrect distractors. This technique is simple but highly effective — candidates who practice it consistently in their preparation sessions report that it transfers naturally to test-day performance.

Managing time across 120 questions in 60 minutes requires an average pace of 30 seconds per question. In practice, most candidates can answer straightforward analogies in 10 to 15 seconds, which leaves more time for complex or unfamiliar items.

If you encounter a question where you have no familiarity with the content — an obscure scientific term or a historical reference outside your knowledge base — make your best strategic guess and move on rather than spending 90 seconds on a single item. Every question is worth the same number of points, so time spent agonizing over one difficult question is time taken away from potentially easier questions later in the set.

Post-test strategy matters too. Once your score is reported, compare it carefully against the benchmarks for each program on your list. If your score exceeds the competitive threshold at all your target programs, proceed with your applications confidently.

If your score falls below the competitive threshold for some programs but not others, you have a decision to make: invest in a retake aimed at improving your score, or accept the current score and strengthen other elements of your application. Many applicants find that a second attempt, paired with a focused six-week preparation cycle, yields the incremental improvement needed to move above a program's competitive threshold.

Using high-quality practice materials throughout preparation is as important as any individual strategy. Dance mat typing and other motor-learning tools teach us that deliberate, structured practice produces faster and more reliable skill acquisition than unguided repetition — the same principle applies to analogy reasoning.

Completing practice tests under realistic conditions, reviewing mistakes systematically, and gradually increasing the difficulty of practice material builds the kind of robust test-taking skill that holds up under real exam pressure. Resources like the practice tests available on PracticeTestGeeks are designed specifically to replicate MAT-level difficulty and format, making them among the most efficient preparation tools available to serious candidates.

Finally, remember that the MAT is just one chapter in your graduate school story. A strong score opens doors, but what you do with the opportunity — the quality of your research, your professional contributions, and the growth you demonstrate during your program — is what defines your academic career. Approach your MAT preparation with rigor and purpose, use every available practice resource, and walk into test day knowing that you have done the work. That confidence, grounded in genuine preparation, is the most reliable asset you can bring to the testing center.