Validates knowledge of generative AI concepts, Google Cloud generative AI offerings, improving model output and leading responsible adoption.
Generative AI Leader is 50 to 60 multiple-choice questions in 90 minutes. It is a business-level exam asking which gen AI approach or Google Cloud product fits a company's situation. We compared the main options on question style, question volume and price.
Start with Google's free 25 questions and Tutorials Dojo's free sampler, then add one inexpensive full-length set.
| Practice test | Best for | Questions | Price |
|---|---|---|---|
 Generative AI Leader sample questions | Free first look | 25 | Free |
 FREE Generative AI Leader Practice Exams Sampler | Free timed sampler | 30 | Free |
| Google Cloud Certified Generative AI Leader Practice Exams | Section drills | 140+ | $15 |
 Google Cloud Certified Generative AI Leader [Exams 2026] | Timed full exams | 360 | $20 |
 Generative AI Leader Certification Course | Course plus exams | 200 | $39/month |
Twenty-five questions in Google's own style, untimed and repeatable as often as you like, written for the version of the exam that launched May 14, 2025. Closing the form mid-attempt loses your progress.
Great fit if you want to see Google's question style and product names before spending anything.
Poor fit if you need a timed full run or more volume; use Tutorials Dojo or the Udemy exams.
A free 30-question slice of the Tutorials Dojo bank, one timed quiz and one review-mode quiz, with a flashcard section. It lets you test the style before paying for the full set.
Great fit if you want a free timed set to compare with Google's untimed sample.
Poor fit if you need volume or the four exam sections drilled separately; use the paid Tutorials Dojo set.
Four timed and four review quizzes, a randomized 60-question test and one section quiz for each of the four exam sections. The one reviewer who passed says it lacks scenario questions on prompting, business cases and product selection.
Great fit if you want a cheap set that drills each exam section separately.
Poor fit if you want long business-case scenarios; add the Udemy exams.
Six 60-question exams with explanations, updated June 2026. Its description still lists PaLM and Generative AI Studio, so some wording may use older product names. Rated 4.6 from 32 ratings.
Great fit if you want the most timed practice questions for the lowest one-time price.
Poor fit if you want certainty that every question uses the 2026 product names; check the sample questions against Google's.
A 57-lesson video course with four 50-question practice exams that include explanations, plus a timed 90-minute simulator of 50 random questions. It comes bundled in a membership that covers every course.
Great fit if you want a course and practice exams together and may add another Google Cloud exam.
Poor fit if you only need practice questions for this $99 exam; the $15 and $20 sets cost far less.
Google: Generative AI Leader certification ↗Google: Generative AI Leader exam guide (PDF) ↗Reddit: passed, scenario-style questions ↗Reddit: new certification, passers' tips ↗Reddit: passed, exam was easy ↗
Yes. Google publishes 25 free sample questions that you can repeat as often as you like, and Tutorials Dojo has a free 30-question sampler with a login. Both are format checks, not full practice exams.
Recent passers call it easy for a Google Cloud exam, since it is a foundational business-level credential. The challenge is reading long scenario questions carefully and knowing which Google product fits each one.
The exam has 50 to 60 multiple-choice questions in 90 minutes, with a $99 registration fee. It has no coding, console work or labs.
There is no official number. One free sample plus one or two full-length sets is a sensible plan for this foundational exam, with every miss reviewed against Google's learning path.