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NVIDIA NCA-GENM vs NCA-GENL: multimodal breadth or LLM application depth?

For a professional choosing a first NVIDIA generative-AI credential

For a first NVIDIA generative-AI credential, choose by the systems you want the exam to cover. The two Associate exams share the same listed fee, sitting time and validity period, but their technical scope differs.

Facts side by side

Swipe or scroll the table to compare both programs.

Price and duration retain their stated scope.
FactNVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)
PriceUSD 125 (USD 125 for the stated exam registration, normalized from $125 on the official US page; taxes, optional preparation and repeat attempts are separate.)Official source · checked USD 125 (US price: USD 125 for one exam attempt; confirm booking charges. Optional preparation and additional attempts are not included.)Official source · checked
Duration60 minutes for the exam assessment; not preparation timeOfficial source · checked 60 minutesOfficial source · checked
LevelAssociateOfficial source · checked AssociateOfficial source · checked
Credentialindustry certificationOfficial source · checked NVIDIA Certification with digital badge and optional certificateOfficial source · checked
FormatProctored certification examOfficial source · checked Online, remotely proctored certification examOfficial source · checked
PrerequisitesBasic understanding of generative AI.Official source · checked Basic understanding of generative AI and large language models.Official source · checked

Provider-listed modules and exam domains

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

  • Experimentation — Exam domain; 25%. · Source
  • Core machine learning and AI knowledge — Exam domain; 20%. · Source
  • Multimodal data — Exam domain; 15%. · Source
  • Software development — Exam domain; 15%. · Source
  • Data analysis and visualization — Exam domain; 10%. · Source
  • Performance optimization — Exam domain; 10%. · Source
  • Trustworthy AI — Exam domain; 5%. · Source

NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)

  • Fundamentals of machine learning and neural networks — Exam domain / not a course module · Source
  • Prompt engineering — Exam domain / not a course module · Source
  • Alignment — Exam domain / not a course module · Source
  • Data analysis and visualization — Exam domain / not a course module · Source
  • Experimentation — Exam domain / not a course module · Source
  • Data preprocessing and feature engineering — Exam domain / not a course module · Source
  • Experiment design — Exam domain / not a course module · Source
  • Software development — Exam domain / not a course module · Source
  • Python libraries for LLMs — Exam domain / not a course module · Source
  • LLM integration and deployment — Exam domain / not a course module · Source

What the credentials are

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

Credential type
industry certification · Source
Credential
NVIDIA-Certified Associate: Generative AI Multimodal · Source
Issuer
NVIDIA · Source
Sharing
Digital badge and optional certificate after passing. · Source
Expiry and renewal
Valid for two years from issuance; recertification by retaking the exam. · Source
Exam requirement
Pass the certification exam; passing threshold not stated. · Source
Exam required
Yes · Source
Credential expires
Yes · Source
Renewal
Retake the exam. · Source

NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)

Credential type
NVIDIA Certification with digital badge and optional certificate · Source
Credential
NCA Generative AI LLMs · Source
Issuer
NVIDIA · Source
Sharing
Credentials can be shared on LinkedIn, professional social channels and email signatures; digital certificates can be downloaded and printed. Accept the Credly badge after notification. · Source
Expiry and renewal
Valid for two years from issuance. Recertification is available by retaking the exam. · Source
Exam requirement
Pass the exam; digital badge and optional certificate indicate certification level and topic. · Source

Cost for the stated scope

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

Estimate for the stated payment scope: USD 125 × 1 = USD 125.

  • One certification exam attempt: USD 125 × 1 = USD 125. One exam registration/attempt; not preparation cost or a guarantee of passing. · Source

Scope: USD 125 for the stated exam registration, normalized from $125 on the official US page; taxes, optional preparation and repeat attempts are separate. · Source

Retakes: Repeat-attempt cost is not established in the reviewed source. · Source

NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)

Estimate for the stated payment scope: USD 125 × 1 = USD 125.

  • One initial NCA-GENL exam attempt: USD 125 × 1 = USD 125. One exam registration; not total preparation cost or a guarantee of passing. · Source

Scope: USD 125 × 1 = USD 125 for one initial exam attempt. Additional attempts and optional preparation are not included. · Source

Who should skip these options

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

  • Skip it if you lack the stated basic understanding of generative AI. · Source
  • Choose a professional-level assessment instead if you need advanced validation rather than an entry-level Associate exam. · Source
  • Do not treat the 60-minute exam sitting as a preparation estimate; the source does not state preparation duration. · Source

Start with what the two exams share

Both are NVIDIA Associate-level, entry-level certifications. Each official US page displays USD 125 for one exam attempt, lists a 60-minute online remotely proctored exam in English, and states two-year validity with recertification by retaking the exam. Those sitting times are not preparation-time estimates, and optional preparation or repeat attempts are separate.

Both pages currently contain the same question-count inconsistency: the overview says 50 questions while the detail table says 50 to 60 multiple-choice questions. That uncertainty does not distinguish the options, so confirm the current exam appointment details before booking.

Choose breadth across modalities or depth in LLM applications

NCA-GENM covers systems using text, image and audio. Its weighted domains include experimentation, core machine-learning and AI knowledge, multimodal data, software development, data analysis and visualization, performance optimization, and trustworthy AI.

NCA-GENL focuses on developing, integrating and maintaining generative-AI and large-language-model applications. Its listed topics include prompt engineering, alignment, Python libraries for LLMs, data preprocessing and feature engineering, software development, and LLM integration and deployment.

Use the credential as a scope signal, not a project substitute

NCA-GENM is the closer match when your intended work spans several data modalities and performance optimization. NCA-GENL is the closer match when you want an exam centered on LLM application methods, libraries, integration and deployment.

Both are knowledge assessments rather than evidence of a production portfolio. Match the published topics to work you can already perform, identify preparation gaps, and keep a separate plan for demonstrating implementation experience.

Which to choose if…

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

Choose NVIDIA NCA-GENM if you want entry-level coverage across text, image and audio systems, including multimodal data and performance optimization.

NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)

Choose NVIDIA NCA-GENL if you want entry-level depth in LLM application concepts, including prompting, alignment, Python libraries, integration and deployment.

Alternatives in the registry

Related by topic or level.

Official pages and editorial sources

Editorial checked . No commercial relationship is documented for this comparison.

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