Docs/Analytics & Observability/Agent Performance

Agent Performance

Agent Performance Scoring

The Analytics dashboard tracks how each agent performs across your project, all derived from the event log — no extra instrumentation needed.

Metrics Tracked

MetricDescription
Tasks CreatedNumber of task.created events
Tasks CompletedNumber of task.completed events
Completion RateCompleted / (Completed + Failed)
Completions/DayAverage tasks completed per active day
Conflicts Causedconflict.detected events attributed to the agent
OverwritesFiles edited by this agent that were also edited by another agent within 1 hour

How It Works

Every event published to Hivemind includes a source.agent field identifying which agent published it. The performance scoring system groups all events by agent and computes metrics from the event types.

Cost Attribution

Each event type has an estimated token cost:

  • task.created: ~500 tokens (planning overhead)
  • task.completed: ~2,000 tokens (average task work)
  • decision.made: ~1,000 tokens (evaluation)
  • conflict.detected: ~5,000 tokens (wasted work)
  • Other events: ~200 tokens
These are estimates based on typical agent behavior. Actual token usage depends on your specific agents and tasks. The dashboard labels these clearly as estimates.

Viewing Performance

Navigate to Analytics in the dashboard sidebar, or query the API directly:

GET /v1/analytics/performance?days=30