Evaluate AI agent performance and token usage
Measure and review an AI agent's performance and token consumption using evaluation tools.
Use the Microsoft Foundry Portal's evaluation features to create, run, and review agent evaluations.
Key metrics include performance (response time, accuracy) and token usage.
Create an agent evaluation, select criteria, and review the results to understand agent efficiency.
Learn how to evaluate your AI agent's effectiveness using the Microsoft Foundry Portal. This involves creating evaluations, selecting criteria, and reviewing results to measure performance and token usage.
- You don’t need code to build your first AI agent ↗Microsoft Developer · Microsoft Developer on YouTube · Sep 9, 2026 · paraphrased
First seen on Subvolts Sep 9, 2026. Updated Sep 11, 2026. Spotted a problem? Tell us.
- You don’t need code to build your first AI agentMicrosoft · Microsoft Developer on YouTube · Sep 9, 2026
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- ChecklistAX Practitioner Playbook Evaluation Quality ChecklistReview your AI agent evaluation process before running it to ensure its quality and trustworthiness. · 30 min
- WorkflowBuild and test an AI agent using Microsoft Foundry ToolkitCreate, configure, test, and evaluate an AI agent within VS Code. · 60 min
- ChecklistAI agent evaluation setup and execution checklistSteps to set up and run evaluations for your AI agent. · 20 min
- Anti-patternLetting Models Write Evaluation CriteriaAvoid having AI models generate your evaluation criteria for AI agent performance. · 10 min
- ToolMicrosoft Foundry Toolkit for building AI agents in VS CodeBuild, test, and deploy AI agents directly within your VS Code environment. · 30 min
- HeuristicStandardize AI Agent Tool Integration for ProductionUse standard protocols like MCP to ensure AI agents can reliably call tools in production. · 15 min
Questions people ask
- Which AI tools does this work with?
- The sources used it with Copilot.
- Where did this come from?
- Microsoft Developer (Microsoft Developer on YouTube). Subvolts collected, normalized and credited it; the link above opens the original.

