NVIDIA Certified Professional - Agentic AI

Measured data

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NVIDIA Certified Professional - Agentic AI

NCP-AAI

We scored 60 real NVIDIA Certified Professional - Agentic AI exam questions 1-10 on question complexity and broke the result down by exam domain.

60 questions scored
10 domains
1.9/10 overall complexity

Complexity by exam domain

Higher scores mean more demanding question formats. The exam score is computed over the whole bank, not averaged across domains.

Exam complexity score1.9/10Gentle · measured across 60 bank questions
  • Agent Architecture and Design9 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

  • Agent Development9 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

  • Cognition, Planning, and Memory6 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

  • Deployment and Scaling8 questions · complexity 2.0/10 · Gentle

    38% multi-select · 0% scenario · 25% interactive

  • Evaluation and Tuning8 questions · complexity 2.0/10 · Gentle

    38% multi-select · 0% scenario · 25% interactive

  • Human-AI Interaction and Oversight4 questions · complexity 1.5/10 · Gentle

    25% multi-select · 0% scenario · 25% interactive

  • Knowledge Integration and Data Handling6 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

  • NVIDIA Platform Implementation4 questions · complexity 1.5/10 · Gentle

    25% multi-select · 0% scenario · 25% interactive

  • Run, Monitor, and Maintain3 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

  • Safety, Ethics, and Compliance3 questions · complexity 2.0/10 · Gentle

    33% multi-select · 0% scenario · 33% interactive

Full per-domain breakdown

Blueprint weight, bank size and question format mix for every domain of the exam.

DomainBlueprintQuestionsSingleMultiInteractiveComplexity
Agent Architecture and Design15%93332.0/10Gentle
Agent Development15%93332.0/10Gentle
Cognition, Planning, and Memory10%62222.0/10Gentle
Deployment and Scaling13%83322.0/10Gentle
Evaluation and Tuning13%83322.0/10Gentle
Human-AI Interaction and Oversight7%42111.5/10Gentle
Knowledge Integration and Data Handling10%62222.0/10Gentle
NVIDIA Platform Implementation7%42111.5/10Gentle
Run, Monitor, and Maintain5%31112.0/10Gentle
Safety, Ethics, and Compliance5%31112.0/10Gentle

How the score is calculated

The formula is fixed and public, so anyone can reproduce these numbers from the same bank.

Every question in the NVIDIA Certified Professional - Agentic AI bank is measured on four signals that can be read directly from the database. Each signal is expressed as a share of the questions in the domain, and the four shares are combined with fixed weights:

  • Multi-select questions (40% weight). Items with more than one correct answer. The candidate has to find all of them, which is the single hardest format in the bank.
  • Scenario questions (30% weight). Questions longer than 150 characters, which describe a situation instead of a definition and therefore test reasoning rather than recall.
  • Interactive questions (20% weight). Items that require reading code or a configuration snippet.
  • Deep explanations (10% weight). Questions whose explanation runs past 300 characters, which signals a concept with real nuance behind it.

The combined share is multiplied by ten to produce a 1-10 score. The exam-level score is computed over the whole bank rather than averaged across domains, so a small domain cannot distort the total. Figures on this page are recomputed from the live bank on every crawl.

Data set: Certilum NVIDIA Certified Professional - Agentic AI Foundation question bank, 60 questions, 10 domains. Published by CERTILUM. This is Certilum’s own measurement of its own question bank and is not an official NVIDIA statistic.

Questions analysed
60
Exam domains
10
Hardest domain
Agent Architecture and Design (2.0)
Most approachable domain
Human-AI Interaction and Oversight (1.5)
Question mix
22 single · 20 multi · 18 interactive
Measured on
Foundation

Frequently asked questions

What our NVIDIA Certified Professional - Agentic AI complexity numbers mean and how they are produced.