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What are Metrics?

AgentOS automatically tracks and visualizes key performance indicators for your agents. Monitor costs, usage, response times, and token consumption to optimize your agents’ performance and manage expenses effectively. For detailed information about agent metrics features, see the Agent - Metrics section.

Tracked Metrics

AgentOS collects the following metrics for each agent:
  • Total Calls - Number of API requests to your agent
  • Total Cost - Cumulative costs from LLM API usage
  • Average Response Time - Mean execution duration
  • Token Usage - Input and output tokens consumed
All metrics are tracked in real-time and displayed with both aggregate statistics and time-series visualizations.

Agent Metrics Page

View detailed metrics for individual agents on the agent’s Metrics tab.

What You’ll See

  • Overall Statistics - Total calls, costs, response times, and tokens
  • Time-Series Graphs - Visualize trends over time
  • Cost Breakdown - Track spending per agent
  • Performance Trends - Identify patterns and anomalies
This page helps you understand a single agent’s behavior and optimize its configuration for better performance and cost efficiency.
Agent-Specific Metrics Dashboard

All Metrics Page

The Usage page provides a consolidated view of metrics across all your agents.

What You’ll See

  • Platform-Wide Statistics - Aggregate metrics for all agents
  • Agent Comparison - Compare performance across different agents
  • Cost Analysis - Identify which agents consume the most resources
  • Usage Trends - Monitor overall platform utilization
Use this page to get a bird’s-eye view of your entire agent ecosystem and identify opportunities for optimization.
All Agents Metrics Overview