---
source: CrewKit documentation
url: https://crewkit.io/docs/analytics.md
title: "Analytics"
description: "Track session KPIs, costs, and agent performance across your team."
---


import { Callout } from 'fumadocs-ui/components/callout';

The analytics dashboard gives you visibility into how your team uses AI coding assistants. Track costs, token usage, and agent performance over time.

---

## Summary KPIs

The summary view shows headline metrics for a selected time period:

- **Total sessions** — Number of coding sessions
- **Total cost** — Estimated spend across all sessions
- **Total tokens** — Input + output tokens consumed
- **Average session duration** — Mean session length
- **Average cost per session** — Mean cost
- **Unique users** — Number of active team members

---

## Timeseries

The timeseries chart shows metrics over time. Toggle between:

- Sessions per day/week
- Cost per day/week
- Tokens per day/week

Use the date range picker to focus on specific periods.

---

## By agent

Break down metrics by agent to see which agents get the most use and which perform best:

- Session count per agent
- Average cost per agent
- Average duration per agent
- Token usage per agent

This helps you identify which agents to invest in improving.

---

## Cost breakdown

See where your spend goes:

- **By model** — Cost split across Claude models (Opus, Sonnet, Haiku)
- **By project** — Cost per project
- **By user** — Cost per team member

---

## Per-user analytics

Managers can view per-user metrics to understand individual usage patterns:

- Sessions per user over time
- Cost per user
- Agent preferences
- Session duration patterns

<Callout>
Per-user analytics respect role permissions. Members can see their own data. Managers and admins can see team-wide data.
</Callout>

---

## Filtering

All analytics views support filtering by:

- **Date range** — Custom start/end dates
- **Project** — Filter to a specific project
- **Repository** — Filter to a specific repo (for workspace projects)
- **Agent** — Filter by agent type
- **User** — Filter by team member

---

## API access

All analytics data is available via the API for building custom dashboards or integrations:

```bash
GET /:org_id/sessions/analytics/summary
GET /:org_id/sessions/analytics/timeseries
GET /:org_id/sessions/analytics/by-agent
GET /:org_id/sessions/analytics/cost-breakdown
```

See the [Sessions API reference](/docs/api-sessions) for details.

---

## Next steps

- [Team management](/docs/team)
- [Experiments](/docs/experiments)