MAT Test Prep: How to Study for the Miller Analogies Test
Complete MAT test prep guide for the Miller Analogies Test—analogy types, content areas, scoring, study schedule, and the best practice resources to boost your score.

If you're applying to graduate school or a doctoral program and your target institution requires the MAT test prep — preparation for the Miller Analogies Test — you're working with one of the more unusual graduate admissions exams out there. Unlike the GRE, the MAT doesn't test math, reading comprehension paragraphs, or writing. It's 120 analogies in 60 minutes, all multiple-choice, all testing the same fundamental skill: recognizing the relationship between concepts and extending it.
That simplicity is deceptive. The MAT draws on knowledge from seven distinct content areas, and the relationships it tests range from simple semantic connections to abstract structural logic. Effective preparation requires both content review and deliberate practice with the analogy format itself. This guide covers the structure of the test, the seven content areas, the most effective study strategies, and how to build a study plan that gets results.
MAT Format and Scoring
The Miller Analogies Test is published by Pearson and administered at Pearson VUE testing centers. Here are the key logistics:
- Total items: 120 analogies
- Scored items: 100 (20 are experimental/unscored pretest items)
- Time limit: 60 minutes
- Format: Each analogy presents three terms and asks you to select a fourth from four options to complete the relationship
- Scoring: Scaled score from 200–600, plus percentile ranks within specific norm groups (all candidates, graduate applicants in specific fields)
- No penalty for wrong answers — guess on everything you're unsure about
The MAT uses a four-term format: A : B :: C : ? or A : B :: ? : D. You see three of the four terms and choose the missing one. The relationship must hold both for the pair you're completing and for the parallel pair.
The Seven Content Areas
Pearson's official content breakdown identifies seven domains that MAT analogies draw from. Understanding this breakdown tells you where to focus your content review.
1. Humanities (Approximately 25–30% of the exam)
Humanities questions draw on literature, fine arts, music, philosophy, religion, mythology, and architecture. You'll need to know major authors and their works (Shakespeare, Dante, Faulkner, Woolf), composers and compositions (Bach, Mozart, Beethoven), painters and movements (Impressionism, Cubism, Renaissance), and philosophical concepts and thinkers (Plato, Descartes, Kant).
This is often the most content-heavy area for candidates with technical or scientific backgrounds. Don't skip it — humanities questions appear frequently enough to matter significantly.
2. Social Sciences (Approximately 15–20%)
Psychology, sociology, economics, political science, and anthropology concepts appear here. Know key theorists (Freud, Piaget, Erikson, Maslow), economic terms and principles, government structures, and sociological concepts.
3. Natural Sciences (Approximately 15–20%)
Biology, chemistry, physics, and earth science at a general level. This includes taxonomy, periodic table relationships, scientific laws, and major scientific figures (Darwin, Curie, Einstein).
4. Mathematics (Approximately 10–15%)
MAT math content is conceptual rather than computational. Expect analogies involving mathematical terms, relationships (subset, complement, inverse), and mathematical concepts rather than calculations. Know set theory vocabulary, geometric terms, and algebraic relationships.
5. Language (Approximately 15–20%)
Vocabulary, grammar, etymology, and linguistic relationships. Synonyms, antonyms, words with shared roots, and grammatical term relationships fall here. Strong vocabulary is your best preparation for this area.
6. General Information (Approximately 5–10%)
Current events, geography, and miscellaneous world knowledge. Less systematic to study — broad cultural awareness and reading help more than targeted prep for this category.
7. Relationships (Approximately 10%)
Logic, sequence, classification, and part-whole relationships. These analogies depend less on knowledge and more on recognizing abstract structural patterns. Practice is more valuable than content review here.
Types of Analogy Relationships
Content knowledge only gets you so far — you also need fluency with the types of relationships MAT questions use. The test uses these relationship categories repeatedly:
- Semantic relationships: Synonyms (fast : rapid :: slow : sluggish), antonyms (hot : cold :: light : dark), degree (warm : hot :: cool : cold)
- Classification: Type/kind (sparrow : bird :: salmon : fish), part/whole (page : book :: plank : floor)
- Association: Agent/object (teacher : classroom :: surgeon : operating room), creator/creation (Dickens : Oliver Twist :: Tolstoy : War and Peace)
- Mathematical/quantitative: Ratios, multiples, proportional relationships
- Cause/effect: What causes what, what results in what
- Sequence: Before/after, alphabetical, historical order
- Grammatical: Noun/adjective form, verb tense relationships
When you encounter an analogy, identify the relationship type first, then look for it in the answer choices. Many wrong answers are correct vocabulary but wrong relationship — don't get distracted by superficially plausible choices.
Building Your MAT Study Plan
Most candidates give themselves 6–10 weeks for MAT test prep. Here's a framework that balances content review with practice:
Weeks 1–2: Diagnostic and content inventory. Take a full-length timed practice test before studying anything. Your score and error pattern tell you which content areas need the most attention. Don't guess which areas are weak — measure it.
Weeks 3–5: Content review by domain. Spend 3–5 days per domain, focusing on areas where you missed the most questions. Vocabulary cards for humanities authors, science figures, and word relationships are especially effective. Use flashcard systems so you can review efficiently during commutes and breaks.
Weeks 6–7: Analogy-type drilling. Work through practice questions organized by relationship type, not just by content area. The goal is to build pattern recognition — you want to identify relationship types instantly without deliberate analysis. Speed matters at 60 minutes for 120 questions (30 seconds per question).
Weeks 8–10: Full-length timed practice and weak-area review. Take one or two full practice tests per week under real timing conditions. Review every missed question — but also every question you guessed correctly. If you got it right without knowing why, that's fragile knowledge. Fix it before test day.
Best MAT Prep Resources
The market for MAT preparation materials is smaller than for the GRE, but there are solid options:
Kaplan MAT. Kaplan's MAT prep book is one of the most comprehensive on the market. It covers all seven content areas, explains relationship types, and includes a substantial practice question bank. If you use only one book, this is the one most candidates recommend.
Barron's MAT. Another strong option — particularly good for vocabulary and humanities content. The practice tests in Barron's are slightly easier than the real exam but effective for pattern recognition.
Pearson official preparation materials. Pearson publishes an official preparation book. It's authoritative but light on content review — better as a supplement than a primary resource. The official practice items are worth doing to calibrate your preparation.
MAT practice tests online. The Miller Analogies Test guide on this site covers additional test strategies and practice. Regular drilling on timed practice sets builds the automaticity you need on test day.
Vocabulary-building resources (Merriam-Webster, etymology sites, flashcard decks) are worth using throughout your prep period, not just when you encounter unfamiliar words on practice tests.
Vocabulary as a Foundation
The MAT rewards breadth of vocabulary more than almost any other standardized test. Semantic analogies — synonyms, antonyms, degree relationships — require knowing what words mean. Classification and association analogies require knowing the names of things (composers, painters, authors, scientists). Language analogies test word forms and etymological patterns.
Your vocabulary study for the MAT should emphasize:
- GRE-level vocabulary lists — The overlap between MAT vocabulary and GRE vocabulary is substantial. High-frequency GRE words are excellent MAT preparation.
- Root words and etymology — Knowing that "anthrop" means human (anthropology, misanthrope, philanthropy) lets you infer unfamiliar words you encounter.
- Domain-specific terms — Art movements, musical periods, philosophical schools, and scientific classifications are essentially vocabulary — knowing Baroque from Classical from Romantic puts multiple questions within reach.
Timing Strategy
Sixty minutes for 120 questions means 30 seconds per item on average. That's fast. Most test-takers don't need to agonize over every question — the issue is getting stuck on a few difficult ones and running out of time.
Effective timing strategy:
- Spend no more than 30–40 seconds on any single question. If you don't see the relationship, make your best guess and move on — don't spend 3 minutes on one hard item.
- Flag difficult questions mentally and return if time allows.
- Answer every question — no penalty for wrong answers.
- Maintain pace by checking your time after every 30 questions.
Most candidates find they have time to complete the exam — the challenge is maintaining accuracy at pace, not running out of time. Timed practice is essential for building that pace.
Test Day Logistics
The MAT is administered at Pearson VUE testing centers. The most important logistics:
- Schedule your exam well in advance — popular testing centers fill up, particularly near graduate school application deadlines in December and January
- Bring valid government-issued photo ID
- Arrive 15 minutes early — late arrivals may not be admitted
- Scores are reported to up to three institutions as part of your exam fee; additional score reports cost extra
- Score reports are sent electronically; raw scores and percentile ranks are reported, not a single pass/fail result
Different graduate programs interpret MAT scores differently. Some report a minimum scaled score; others report a minimum percentile within a comparison group. When you apply, check each program's specific MAT requirement, not just a general benchmark.
MAT Exam Fast Facts
- Full name: Miller Analogies Test
- Publisher: Pearson
- Format: 120 analogies (100 scored, 20 unscored), 60 minutes
- Score range: 200–600 scaled score
- No guessing penalty — answer every question
- Content areas: Humanities, Social Sciences, Natural Sciences, Math, Language, General Info, Relationships
- Used for: Graduate school admissions, some professional programs

About the Author
Attorney & Bar Exam Preparation Specialist
Yale Law SchoolJames R. Hargrove is a practicing attorney and legal educator with a Juris Doctor from Yale Law School and an LLM in Constitutional Law. With over a decade of experience coaching bar exam candidates across multiple jurisdictions, he specializes in MBE strategy, state-specific essay preparation, and multistate performance test techniques.