AI-102 Implement generative AI solutions Practice Question
You need to monitor usage and costs of your Azure OpenAI Service deployments. Which Azure tool should you use?
⚠ Common exam trap
A common mix-up: candidates confuse Azure Monitor (which tracks performance metrics like token usage and latency) with cost monitoring, but Azure Monitor does not provide billing data or cost analysis, which is the specific requirement in this question.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure Cost Management + Billing
Azure Cost Management + Billing is the correct tool for monitoring usage and costs of Azure OpenAI Service deployments because it provides detailed cost analysis, budget tracking, and usage reports across all Azure services. It allows you to set budgets, create cost alerts, and analyze spending patterns specifically for OpenAI model deployments, including per-model and per-region cost breakdowns.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Azure Cost Management + Billing
Why this is correct
It provides detailed cost analysis and budgeting.
- ✗
Azure Monitor
Why it's wrong here
Azure Monitor tracks performance metrics, not costs.
- ✗
Azure Service Health
Why it's wrong here
Azure Service Health shows service incidents, not costs.
- ✗
Azure Advisor
Why it's wrong here
Azure Advisor provides optimization recommendations, not cost tracking.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.