PMI Certified Professional in Managing AI (PMI-CPMAI) Practice Tests

Validates knowledge of managing AI projects from business understanding and data preparation to deployment and governance.

PMI-CPMAI is 120 questions in 160 minutes with no scheduled breaks. The questions are short scenarios asking what to do first at each phase of an AI project, and the difficulty is in answer choices that all sound reasonable. We compared the main options on question style, difficulty, volume and price.

Most people should start with PMI Study Hall for the closest PMI-style questions, and add Blue Summit's unlimited mocks for volume. Candidates find most banks, including PMI's own practice exam, easier than the real exam.

Practice test	Best for	Questions	Price
PMI Study Hall for PMI-CPMAI	Official question bank	270	$49/3 months
PMI-CPMAI PowerUp (30 or 90 day)	Unlimited full mocks	500+	$45
PMI-CPMAI 2026 Exam Prep: 720 Practice Questions	Cheap extra questions	720	$20
PMI-CPMAI Practice Exam	Official format check	100	$99

Official question bank

PMI Study Hall for PMI-CPMAI

Lessons, case studies, one 120-question simulation exam, five 10-question mini exams and 100 extra questions, plus a Pearson VUE-style sample exam. Passing candidates call its question style the closest to PMI's.

Great fit if you want PMI-style scenario questions and one full 120-question rehearsal.

Poor fit if you want many full exams; it has one simulation exam (see PMI-CPMAI PowerUp).

Unlimited full mocks

PMI-CPMAI PowerUp (30 or 90 day)

Unlimited full-length practice exams from a bank of 500+ questions, with explanations for wrong answers and an exam-strategy guide. Several candidates who passed name it as their main mock.

Great fit if you want repeatable full 120-question exams from a bigger bank than PMI's.

Poor fit if you want hard, ambiguous options; some candidates find the right answer too obvious, so pair it with PMI Study Hall.

Cheap extra questions

PMI-CPMAI 2026 Exam Prep: 720 Practice Questions

Six timed tests with 720 questions and full explanations, mapped to the September 2025 outline, including two mocks in the real exam's format.

Great fit if you want a cheap extra bank for volume.

Poor fit if you want exam-level difficulty; one candidate who passed found it easier than the real exam (see PMI Study Hall).

Official format check

PMI-CPMAI Practice Exam

PMI's only official practice exam, with an explanation for each question and a score summary after every attempt. Candidates call it easier than the real exam and report the same questions in the same order each time.

Great fit if you want to see PMI's question format and timing once before the exam.

Poor fit if you want a bank to practise on; it is one exam of about 100 questions (see PMI Study Hall).

What to look for in a PMI-CPMAI practice test

Built for the September 2025 outline. The exam is 120 questions (100 scored) in 160 minutes with no scheduled breaks, weighted Responsible and Trustworthy AI 15%, Business Needs 26%, Data Needs 26%, Model Development 16% and Operationalize 17%. Sets labelled v7 target the earlier 100-question outline, so look for the September 2025 date on the product page.
Scenario questions about the best next action. Candidates say the question stems are short and the difficulty is in answer choices that all sound reasonable, often turning on which CPMAI phase you are in. Prefer banks that explain every option.
Project management plus basic AI and ML. Reports differ on how technical the exam is: some saw about ten algorithm-choice questions, others none. A good bank covers the six phases, Trustworthy AI and basic AI and ML concepts.
Volume beyond PMI's own products. PMI's practice exam is one test of about 100 questions and Study Hall has one 120-question simulation. Third-party banks run from 500 to 720 questions.
Expect banks to run easier than the exam. Candidates describe PMI's practice exam, Blue Summit and Udemy sets as easier than the real exam, and some who scored about 90% in practice still failed. A high score is a weaker signal here than on the PMP.
Skip sites selling "real exam questions." Sites promising actual PMI-CPMAI questions or a guaranteed pass are selling leaked or copied items. Before the exam you confirm to PMI that you have seen none of its questions, and PMI can cancel your score, revoke your certifications and ban you from its exams. A real practice test explains why each answer is right; a dump only lists answers.

How to use PMI-CPMAI practice tests

Finish the course, then take a diagnostic. The exam builds on PMI's required 21-hour course. Start practice once most of the course is done, and use a mini exam or the practice exam to find your weak phases.
Review every explanation, including correct answers. Passing candidates describe best-first-action and which-phase reasoning rather than memorised definitions, so read why each wrong option is wrong.
Track domains and phases separately. Business Needs and Data Needs are 26% each, so a weak phase there costs the most.
Run one full 160-minute exam late. There are no scheduled breaks across 120 questions, and candidates who passed report flagging 40 or more items for review. Practise pacing so you keep time for that second pass.
Make practice harder when scores run high. Several candidates who found banks too easy wrote their own harder scenario questions from PMI's course material, adding ambiguity and competing priorities, then checked answers against the course.

PMI: PMI-CPMAI certification page ↗PMI: PMI-CPMAI exam content outline (September 2025) ↗Reddit: passed, Study Hall and answer strategy ↗Reddit: two attempts and the real exam ↗Reddit: PMI practice exam value ↗

PMI-CPMAI practice test FAQ

Are there free PMI-CPMAI practice tests?

PMI has no free CPMAI practice questions; its free introduction is a course preview. The cheapest official option is Study Hall at $49, which includes a 120-question simulation exam and 100 extra questions.

Is the PMI-CPMAI practice exam worth $99?

Most candidates say it is easier than the real exam and a single test of about 100 questions. It is useful once to see PMI's format and timing, but Study Hall costs less and has more questions.

How many PMI-CPMAI practice exams should I take?

Two or three full 120-question runs on questions you have not seen, each followed by a thorough review, is a sensible target. Repeating a mock you remember measures memory, not skill.

What do PMI-CPMAI exam questions look like?

PMI's outline lists no question types. Candidates describe short scenario-based multiple-choice questions, with some choose-two items, built around the six CPMAI phases and Trustworthy AI.