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View usage analytics for Team and Enterprise plans

This article explains how to view and export usage analytics for your organization.

Usage analytics are available to Team plan Owners and Primary Owners, and Enterprise plan Owners, Primary Owners, and Admins. Enterprise Admins can view all analytics except Spend.

Usage analytics help you track team activity, feature adoption, and spend directly from your admin dashboard. You can monitor how your organization uses Claude and export detailed reports for your own analysis.

Primary Owners and Owners can access analytics via dedicated Analytics settings by clicking your initials in the lower left corner and selecting Analytics from the menu. Additionally, the Claude.ai, Claude Code, and Cowork options offer product-specific analytics.

Overview

This page includes the following analytics:

Summary

  • Weekly active members

  • PRs created in Code

  • Sessions in Cowork

Who’s using Claude?

  • Active members and assigned seats

  • Groups

  • Members

How are they using Claude?

  • Adoption level

  • Product stickiness

  • Skills

  • Connectors

  • How agentic is their work? (beta)

What are the results?

  • PRs created

  • Designs created

  • File operations

  • Conversations

  • MCP writes

  • Estimated time saved

How much is Claude costing?

Note: If you're on a seat-based Enterprise plan, spend reports only appear if your organization has enabled usage credits. The spend data covers overage spend only—usage within seat-based allotments isn't included.

This section includes the following analytics:

  • Usage limits

  • Spend concentration

  • Total spend (month-to-date, quarter-to-date, year-to-date, 1 year)—the graph shows your actual spend and list price

  • Spend by model (month-to-date, quarter-to-date, year-to-date, 1 year)

Export a spend report

You can export a detailed spend report as a CSV file. The report provides per-user, per-model visibility into token usage and estimated spend within a selected time period, updated daily.

To export spend data:

  1. Navigate to Settings > Analytics.

  2. Scroll down to the How much is Claude costing? section.

  3. Click the "Export spend report" button.

  4. Select a time period: MTD, Last Month, Last 90 Days, or Custom.

  5. If you select "Custom," choose your start and end dates. You can go back up to 90 days, and the most recent data available is from yesterday.

  6. Click "Download."

What's included in the report?

Each row in the CSV represents a specific person's usage of a specific model, with spend summed across the entire date range selected for the export. The report includes the following fields:

  • User's email

  • Account UUID

  • Product (such as Chat, Claude Code, Cowork, or Office Agents)

    • Office Agents aggregates usage from the Claude add-ins for Excel, PowerPoint, and Word.

  • Model and model family

  • Request count (total_requests)

    • The count of individual API calls made to Claude. Each time an app or user sends a message and gets a response, that counts as a request.

  • Prompt tokens (total_prompt_tokens)

    • The number of tokens consumed by the input side of each request. This includes system prompts, conversation history, user messages, tool definitions, etc.

  • Completion tokens (total_completion_tokens)

    • The number of tokens generated by Claude when it responds, including extended thinking tokens.

  • Net spend (total_net_spend_usd)

    • Your cost (in USD) after any discounts, credits, or negotiated rates are applied. This is what you actually spent.

  • Gross spend (total_gross_spend_usd)

    • Your cost (in USD) before any discounts or credits.

Analytics chat, the Analytics API, and exported spend reports from the analytics dashboard should closely match your invoice. The cost and usage endpoints of the Analytics API export include both discounted price and list price.

Note: Some activity previously grouped under Claude Code, including Code Review and security features, now appears as separate line items.

Important: Spend data refreshes daily and has a one-day delay. For usage-based Enterprise plans, the export captures your organization's full usage. For seat-based Enterprise plans with usage credits enabled, the export only reflects spend that exceeds your seat allotment.

Claude Chat

Navigate to Analytics > Claude Chat to view usage and activity metrics for your organization. This page includes the following analytics:

Chats

  • Chats per day

  • Percentage of users with 1 or more chat

  • Total number of chats (1 week, 1 month, 3 months, 1 year)

  • Top members by chats

Projects

  • Projects created per day

  • Percentage of users with 1 or more project

  • Projects listed with the number of users, conversations, and messages associated with each one.

  • Top members by project usage

Artifacts

  • Artifacts created per day

  • Percentage of users with 1 or more artifact

  • Top 10 users by artifacts generated (month-to-date, quarter-to-date, year-to-date, 1 year)

Claude Code

Navigate to Analytics > Claude Code to view usage and value metrics for Claude Code across your organization. The page has three tabs.

Productivity

  • PRs with Claude Code

  • LOC with Claude Code

  • Adoption

  • Total PRs per user

  • Pull requests / lines of code

  • Suggestion accept rate

  • Lines of code accepted

  • Leaderboard (Pull requests / lines of code) with an option to export users

Usage

  • Users with skills

  • Known MCP servers

  • Top skills

  • Top MCP servers

  • Tool usage

  • Feature adoption

  • Sessions by agent type

Usage data refreshes daily.

Value

  • Estimated productivity lift

  • Time recovered (annual)

  • Cost per commit

  • Cost per PR

  • Cost per session

  • Top spenders

  • Spend concentration

  • Automation leverage

  • Observed metrics

  • Calibrations

Every formula on the Value tab is shown inline, and you can adjust the inputs to match your organization's assumptions.

For contribution metrics, GitHub setup, and per-developer detail, refer to Claude Code usage analytics.

Cowork

Navigate to Analytics > Cowork to view usage and activity metrics for Claude Cowork across your organization. This page includes:

  • Cowork sessions per day

  • Percentage of users with one or more Cowork sessions

  • Daily, weekly, and monthly active Cowork users

Note: Cowork analytics are available alongside Chat and Claude Code data in the Analytics API.

View your own usage as a member

When your admin turns on individual usage analytics, any member of the organization can see their own usage broken down by product, model, and skill, along with where they stand against any spend limits set for them. Individual usage analytics are available in Settings > Usage.

Turn individual usage analytics on or off

Note: Individual usage analytics is off by default, but will be on by default starting on July 11, 2026. If you want to keep member-level visibility off, change the setting on or after July 11.

Owners and Primary Owners control whether members can see this view. The setting applies to the whole organization.

  1. Navigate to Organization settings > Usage.

  2. Find the Member analytics toggle.

  3. Switch it on or off.

Access your analytics data programmatically

If you’re on an Enterprise plan and want to pull analytics data into your own dashboards or reporting tools, the Analytics API gives you programmatic access to the same usage and engagement metrics available in the analytics dashboard. To get started, refer to our Analytics API docs.

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