Microsoft Certified: Azure AI Apps and Agents Developer Associate

Pass rate

Microsoft logo

Microsoft Certified: Azure AI Apps and Agents Developer Associate Pass Rate

AI-103

The score you need to pass the Microsoft Certified: Azure AI Apps and Agents Developer Associate certification exam, what the cut score actually means, and how to read your mock results against it.

70% to pass
50 questions
2.1/10 difficulty

The number you need to hit

Published cut score for this certification.

Passing score
70%
700 or greater (on a scale of 1 to 1,000)
Margin
30%
room for wrong answers, on a flat mock
Wrong answers allowed
15
out of 50 questions

Pass score vs pass rate

Two different numbers that get mixed up constantly.

Pass score (cut score)

The scaled score the vendor publishes. For the Microsoft Certified: Azure AI Apps and Agents Developer Associate it is 70%. This is the number you can actually prepare against, and it is the one that decides your result on exam day.

Pass rate (percentage of candidates)

The share of candidates who pass. Microsoft generally does not publish this for individual exams, and the numbers you find online usually come from candidate self-reported surveys. We would rather tell you nothing than tell you a figure we cannot source.

Where you lose points

The exam is not scored flat. Each domain carries its own weight, so a domain where you lose everything can sink a score that looks fine on paper.

Implement text analysis solutions13%

Losing this domain entirely costs you 13% of the exam, and it has 6 practice questions here.

Implement computer vision solutions13%

Losing this domain entirely costs you 13% of the exam, and it has 7 practice questions here.

Plan and manage an Azure AI solution28%

Losing this domain entirely costs you 28.000000000000004% of the exam, and it has 14 practice questions here.

Implement information extraction solutions12%

Losing this domain entirely costs you 12% of the exam, and it has 6 practice questions here.

Implement generative AI and agentic solutions34%

Losing this domain entirely costs you 34% of the exam, and it has 17 practice questions here.

The practical version: the Microsoft Certified: Azure AI Apps and Agents Developer Associate is not passed by knowing most of the content. It is passed by being strong in the domains that carry weight, and by not leaving one of them empty.

More about the Microsoft Certified: Azure AI Apps and Agents Developer Associate exam

Explore the rest of this page series: format, cost, difficulty, requirements and how to prepare.

Related certifications

Explore other certifications in the same category and see how they stack up.

Frequently asked questions

Everything you need to know about the Microsoft Certified: Azure AI Apps and Agents Developer Associate exam.