---
title: Users
url: https://platform.claude.com/docs/en/api/beta/organization/analytics/users
---

# Users

## List User Activity

**GET** `/v1/organizations/analytics/users`

Get per-user activity for a given day, with cursor-based pagination.

Returns activity metrics for each user in the organization, sorted by email
address. Use `group_by[]` for per-RBAC-group aggregates, or `filter[]` to
scope results to specific members, groups, or a chat project. Available
to organizations on a Claude Enterprise plan. Requires an API key with
the `read:analytics` scope.

### Query parameters

- `date: optional string`

  UTC date in YYYY-MM-DD format. The day to get user activity for. Data is typically available with a 1-day lag (varies by query; the error for a too-recent date names the latest available day) and may be revised by a few percent over the following days. No earlier than 2026-01-01.

  format: date

- `ending_date: optional string`

  UTC date in YYYY-MM-DD format. End of the date range (exclusive); only valid with `starting_date`. Data is typically available with a 1-day lag (varies by query; the error for a too-recent date names the latest available day), so this can be at most today — which is also the default when omitted, resolved once when the first page is served and reused for the rest of the pagination sequence. At most 366 days after `starting_date`.

  format: date

- `filter: optional array of string`

  Filters as `dimension:value`, e.g. `filter[]=rbac_group_id:{id}`. Repeat the param for OR within a dimension and across dimensions for AND. Supported dimensions on this endpoint: `project_id`, `rbac_group_id`, `user_id`. Value forms: `project_id` takes a tagged project id (`claude_proj_...`) and scopes each member's row to their claude.ai chat activity within that project (it cannot be combined with `group_by[]` or an `rbac_group_id` filter); `rbac_group_id` takes the tagged id (`rbac_group_...`, as emitted in responses and by the spend-limits API) or a bare group UUID, and matches users who held the group at any point during each covered UTC day (time-of-usage attribution); `user_id` takes a tagged user id (`user_...`), as emitted in responses. An unsupported dimension returns 400. At most 100 entries.

  maxItems: 100

- `group_by: optional array of "rbac_group_id"`

  Dimensions to break results out by (e.g. `group_by[]=rbac_group_id`). Supported on this endpoint: `rbac_group_id`. Rows are already per-member, so the one supported grouping aggregates them per RBAC group instead. Grouped rows carry the requested dimension values as additional fields and paginate like ungrouped responses via `next_page`; an unsupported dimension returns 400. `rbac_group_id` attributes a user to every group they held at any point during each covered UTC day, so grouped rows are not an exclusive partition and can sum above org-level totals. At most 100 entries.

  maxItems: 100

- `limit: optional number`

  Number of results per page (1-1000, default 100).

  minimum: 1, maximum: 1000

- `order: optional "asc" or "desc"`

  Sort direction: `asc` or `desc`. Defaults to `asc` for the endpoint's sort column and to `desc` when `order_by` names a metric (a top-N ranking). Applies to `order_by`, or to the endpoint's default sort field when `order_by` is omitted.

  - `"asc"`

  - `"desc"`

- `order_by: optional string`

  Sort field. Restricted to the endpoint's sort column plus its rankable metrics (metrics default to descending; a few metrics rank in date-range mode only, per the endpoint's documented orderable set).

- `page: optional string`

  Opaque cursor from a previous response's `next_page` field.

- `starting_date: optional string`

  UTC date in YYYY-MM-DD format. Start of a date range (inclusive). Enables rollup mode: one row per entity aggregated over the whole range — addable counters are summed across days, and a distinct count is never summed where summing could double-count (a field's range value is recomputed exactly over the window, approximate via HLL with typical error under 2%, null, or — for the creation-event counts, whose per-day values cannot overlap — a per-day sum that is itself exact; each field's own description says which). Use either `date` or `starting_date`, not both. Data is typically available with a 1-day lag (varies by query; the error for a too-recent date names the latest available day) and may be revised by a few percent over the following days. No earlier than 2026-01-01.

  format: date

### Returns

- `BetaUserActivity object`

  Response for GET /v1/organizations/analytics/users.

  - `data: array of object`

    - `chat_metrics: object`

      Claude.ai activity metrics for a single user on a given day.

      - `connectors_used_count: number`

        Number of MCP connector invocations.

      - `distinct_artifacts_created_count: number`

        Number of distinct artifacts created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_connectors_used_count: number or null`

        Distinct claude.ai connectors this user used. Excludes calls whose connector could not be identified and all calls from organizations with zero data retention. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_conversation_count: number or null`

        Number of distinct conversations the user participated in. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_files_uploaded_count: number or null`

        Number of distinct files uploaded. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_projects_created_count: number`

        Number of distinct projects created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_projects_used_count: number or null`

        Number of distinct projects used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_shared_artifacts_viewed_count: number or null`

        Number of distinct shared artifacts the user viewed. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_skills_used_count: number or null`

        Number of distinct skills used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent

      - `shared_conversations_viewed_count: number`

        Number of times the user opened a shared conversation in a project

      - `thinking_message_count: number`

        Number of messages that used extended thinking

    - `claude_code_metrics: object`

      Claude Code activity metrics for a single user on a given day.

      - `core_metrics: object`

        Core Claude Code activity metrics for a single user on a given day.

        - `artifacts_created_count: number`

          Number of artifacts created in Claude Code sessions: an artifact counts once, on the day a session first saves it. Counted from 2026-08-17; 0 on earlier days. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

        - `commit_count: number`

          Number of commits made via Claude Code

        - `distinct_session_count: number or null`

          Number of distinct Claude Code sessions. On aggregated rows and in date-range mode: summed per-day distinct counts. A session essentially never spans a UTC day, so the sum is in practice the true distinct count.

        - `lines_of_code: object`

          Lines of code added and removed via Claude Code.

          - `added_count: number`

            Lines of code added

          - `removed_count: number`

            Lines of code removed

        - `pull_request_count: number`

          Number of pull requests created via Claude Code

      - `tool_actions: object`

        Per-tool accepted/rejected counts for Claude Code file modification tools.

        - `edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

          - `accepted_count: number`

            Number of tool proposals accepted

          - `rejected_count: number`

            Number of tool proposals rejected

        - `multi_edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

        - `notebook_edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

        - `write_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

    - `cowork_metrics: object`

      Cowork activity metrics for a single user on a given day.

      - `action_count: number`

        Number of tool actions completed in Cowork sessions

      - `artifacts_created_count: number`

        Number of artifacts created in Cowork sessions: an artifact counts once, on the day a session first saves it. Counted from 2026-08-17; 0 on earlier days. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `connectors_used_count: number`

        Total number of connector invocations in Cowork sessions

      - `dispatch_turn_count: number`

        Number of Dispatch (background agent) turns completed

      - `distinct_connectors_used_count: number or null`

        Number of distinct connectors used in Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_session_count: number or null`

        Number of distinct Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_skills_used_count: number or null`

        Number of distinct skills used in Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Cowork sessions

      - `skills_used_count: number`

        Total number of skill invocations in Cowork sessions

      - `distinct_plugins_used_count: optional number or null`

        Number of distinct plugins used in Cowork sessions. Null while Cowork plugin-use metrics are not enabled for this organization. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `edit_tool_count: optional number or null`

        Number of successful Edit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `file_edit_count: optional number or null`

        Number of successful file-edit tool calls (Edit, MultiEdit, Write, NotebookEdit) in Cowork sessions. Null, never 0, while the file-edit metrics are not enabled for this organization.

      - `multi_edit_tool_count: optional number or null`

        Number of successful MultiEdit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `notebook_edit_tool_count: optional number or null`

        Number of successful NotebookEdit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `plugins_used_count: optional number or null`

        Total number of plugin invocations in Cowork sessions. Null while Cowork plugin-use metrics are not enabled for this organization.

      - `sessions_with_file_edits_count: optional number or null`

        Number of distinct Cowork sessions with at least one successful file-edit tool call. Null while the file-edit metrics are not enabled for this organization. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `write_tool_count: optional number or null`

        Number of successful Write tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

    - `design_metrics: object`

      Claude Design activity metrics for a single user on a given day.

      - `distinct_projects_created_count: number`

        Number of distinct Claude Design projects created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_projects_used_count: number or null`

        Number of distinct Claude Design projects the user worked in. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_session_count: number or null`

        Number of distinct Claude Design sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Claude Design sessions

    - `office_metrics: object`

      Office Agent activity metrics for a single user on a given day, broken out by Office product.

      - `excel: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

        - `connectors_used_count: number`

          Number of MCP connector invocations

        - `distinct_connectors_used_count: number or null`

          Number of distinct MCP connectors used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `distinct_session_count: number or null`

          Number of distinct Office Agent sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `distinct_skills_used_count: number or null`

          Number of distinct skills used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `message_count: number`

          Number of messages sent

        - `skills_used_count: number`

          Number of skill invocations

      - `outlook: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

      - `powerpoint: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

      - `word: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

    - `science_metrics: object`

      Claude Science activity metrics for a single user on a given day.

      - `delegation_count: number`

        Number of delegations (handoffs to a specialized agent) in Claude Science sessions

      - `distinct_session_count: number or null`

        Number of distinct Claude Science sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Claude Science sessions

      - `remote_compute_job_count: number`

        Number of remote compute jobs launched from Claude Science sessions

      - `skills_used_count: number`

        Total number of skill invocations in Claude Science sessions

    - `web_search_count: number`

      Number of web searches performed

    - `distinct_user_count: optional number or null`

      Number of distinct active users represented by this row. Only set for grouped rollups (`group_by[]`); null for per-user rows. In date-range mode, recomputed as an exact distinct count of the group's active members over the requested window, never a sum of per-day values.

    - `last_activity_date: optional string or null`

      Most recent UTC day (YYYY-MM-DD) on which the user had any counted activity, within the requested window: equal to the requested `date` in single-day mode, and to the latest active day from `starting_date` (inclusive) to `ending_date` (exclusive) in date-range rollup mode — never a day earlier than the window start. On filtered requests (`filter[]`) only days matching the filter count: with `filter[]=rbac_group_id:{id}` it is the last day the user was active while a member of that group, consistent with the row's other metrics. On grouped (`group_by[]`) rows it is the latest day any member of the group was active (the requested `date` in single-day mode). Omitted from the response while last-activity reporting is not enabled for this organization.

      format: date

    - `rbac_group_id: optional string or null`

      Tagged RBAC group identifier (`rbac_group_...`), matching the spend-limits API spelling. Present only when the request grouped by `rbac_group_id`.

    - `rbac_group_name: optional string or null`

      Resolved RBAC group display name, alongside `rbac_group_id` when name resolution is available. Null if the group has been deleted or its name could not be resolved; `rbac_group_id` remains the stable key.

    - `user: optional BetaAnalyticsUser or null`

      A user in the organization, identified by tagged id and email address.

      - `type: "user"`

        Object type. Always `user`.

        default: user

      - `id: string`

        Tagged user identifier (e.g. `user_...`)

      - `email_address: string`

        Email address of the user

  - `next_page: string or null`

    Opaque cursor for the next page, or null if no more results

### Example

```bash
curl https://api.anthropic.com/v1/organizations/analytics/users \
    -H 'anthropic-version: 2023-06-01' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

#### Response (200)

```json
{
  "data": [
    {
      "chat_metrics": {
        "connectors_used_count": 0,
        "distinct_artifacts_created_count": 0,
        "distinct_connectors_used_count": 0,
        "distinct_conversation_count": 0,
        "distinct_files_uploaded_count": 0,
        "distinct_projects_created_count": 0,
        "distinct_projects_used_count": 0,
        "distinct_shared_artifacts_viewed_count": 0,
        "distinct_skills_used_count": 0,
        "message_count": 0,
        "shared_conversations_viewed_count": 0,
        "thinking_message_count": 0
      },
      "claude_code_metrics": {
        "core_metrics": {
          "artifacts_created_count": 0,
          "commit_count": 0,
          "distinct_session_count": 0,
          "lines_of_code": {
            "added_count": 0,
            "removed_count": 0
          },
          "pull_request_count": 0
        },
        "tool_actions": {
          "edit_tool": {
            "accepted_count": 0,
            "rejected_count": 0
          },
          "multi_edit_tool": {
            "accepted_count": 0,
            "rejected_count": 0
          },
          "notebook_edit_tool": {
            "accepted_count": 0,
            "rejected_count": 0
          },
          "write_tool": {
            "accepted_count": 0,
            "rejected_count": 0
          }
        }
      },
      "cowork_metrics": {
        "action_count": 0,
        "artifacts_created_count": 0,
        "connectors_used_count": 0,
        "dispatch_turn_count": 0,
        "distinct_connectors_used_count": 0,
        "distinct_session_count": 0,
        "distinct_skills_used_count": 0,
        "message_count": 0,
        "skills_used_count": 0,
        "distinct_plugins_used_count": 0,
        "edit_tool_count": 0,
        "file_edit_count": 0,
        "multi_edit_tool_count": 0,
        "notebook_edit_tool_count": 0,
        "plugins_used_count": 0,
        "sessions_with_file_edits_count": 0,
        "write_tool_count": 0
      },
      "design_metrics": {
        "distinct_projects_created_count": 0,
        "distinct_projects_used_count": 0,
        "distinct_session_count": 0,
        "message_count": 0
      },
      "office_metrics": {
        "excel": {
          "connectors_used_count": 0,
          "distinct_connectors_used_count": 0,
          "distinct_session_count": 0,
          "distinct_skills_used_count": 0,
          "message_count": 0,
          "skills_used_count": 0
        },
        "outlook": {
          "connectors_used_count": 0,
          "distinct_connectors_used_count": 0,
          "distinct_session_count": 0,
          "distinct_skills_used_count": 0,
          "message_count": 0,
          "skills_used_count": 0
        },
        "powerpoint": {
          "connectors_used_count": 0,
          "distinct_connectors_used_count": 0,
          "distinct_session_count": 0,
          "distinct_skills_used_count": 0,
          "message_count": 0,
          "skills_used_count": 0
        },
        "word": {
          "connectors_used_count": 0,
          "distinct_connectors_used_count": 0,
          "distinct_session_count": 0,
          "distinct_skills_used_count": 0,
          "message_count": 0,
          "skills_used_count": 0
        }
      },
      "science_metrics": {
        "delegation_count": 0,
        "distinct_session_count": 0,
        "message_count": 0,
        "remote_compute_job_count": 0,
        "skills_used_count": 0
      },
      "web_search_count": 0,
      "distinct_user_count": 0,
      "last_activity_date": "2019-12-27",
      "rbac_group_id": "rbac_group_id",
      "rbac_group_name": "rbac_group_name",
      "user": {
        "id": "id",
        "email_address": "email_address",
        "type": "user"
      }
    }
  ],
  "next_page": "next_page"
}
```

## Domain types

### Beta User Activity

- `BetaUserActivity object`

  Response for GET /v1/organizations/analytics/users.

  - `data: array of object`

    - `chat_metrics: object`

      Claude.ai activity metrics for a single user on a given day.

      - `connectors_used_count: number`

        Number of MCP connector invocations.

      - `distinct_artifacts_created_count: number`

        Number of distinct artifacts created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_connectors_used_count: number or null`

        Distinct claude.ai connectors this user used. Excludes calls whose connector could not be identified and all calls from organizations with zero data retention. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_conversation_count: number or null`

        Number of distinct conversations the user participated in. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_files_uploaded_count: number or null`

        Number of distinct files uploaded. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_projects_created_count: number`

        Number of distinct projects created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_projects_used_count: number or null`

        Number of distinct projects used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_shared_artifacts_viewed_count: number or null`

        Number of distinct shared artifacts the user viewed. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_skills_used_count: number or null`

        Number of distinct skills used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent

      - `shared_conversations_viewed_count: number`

        Number of times the user opened a shared conversation in a project

      - `thinking_message_count: number`

        Number of messages that used extended thinking

    - `claude_code_metrics: object`

      Claude Code activity metrics for a single user on a given day.

      - `core_metrics: object`

        Core Claude Code activity metrics for a single user on a given day.

        - `artifacts_created_count: number`

          Number of artifacts created in Claude Code sessions: an artifact counts once, on the day a session first saves it. Counted from 2026-08-17; 0 on earlier days. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

        - `commit_count: number`

          Number of commits made via Claude Code

        - `distinct_session_count: number or null`

          Number of distinct Claude Code sessions. On aggregated rows and in date-range mode: summed per-day distinct counts. A session essentially never spans a UTC day, so the sum is in practice the true distinct count.

        - `lines_of_code: object`

          Lines of code added and removed via Claude Code.

          - `added_count: number`

            Lines of code added

          - `removed_count: number`

            Lines of code removed

        - `pull_request_count: number`

          Number of pull requests created via Claude Code

      - `tool_actions: object`

        Per-tool accepted/rejected counts for Claude Code file modification tools.

        - `edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

          - `accepted_count: number`

            Number of tool proposals accepted

          - `rejected_count: number`

            Number of tool proposals rejected

        - `multi_edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

        - `notebook_edit_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

        - `write_tool: BetaToolActionCounts`

          Accepted/rejected counts for a single Claude Code tool type.

    - `cowork_metrics: object`

      Cowork activity metrics for a single user on a given day.

      - `action_count: number`

        Number of tool actions completed in Cowork sessions

      - `artifacts_created_count: number`

        Number of artifacts created in Cowork sessions: an artifact counts once, on the day a session first saves it. Counted from 2026-08-17; 0 on earlier days. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `connectors_used_count: number`

        Total number of connector invocations in Cowork sessions

      - `dispatch_turn_count: number`

        Number of Dispatch (background agent) turns completed

      - `distinct_connectors_used_count: number or null`

        Number of distinct connectors used in Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_session_count: number or null`

        Number of distinct Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_skills_used_count: number or null`

        Number of distinct skills used in Cowork sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Cowork sessions

      - `skills_used_count: number`

        Total number of skill invocations in Cowork sessions

      - `distinct_plugins_used_count: optional number or null`

        Number of distinct plugins used in Cowork sessions. Null while Cowork plugin-use metrics are not enabled for this organization. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `edit_tool_count: optional number or null`

        Number of successful Edit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `file_edit_count: optional number or null`

        Number of successful file-edit tool calls (Edit, MultiEdit, Write, NotebookEdit) in Cowork sessions. Null, never 0, while the file-edit metrics are not enabled for this organization.

      - `multi_edit_tool_count: optional number or null`

        Number of successful MultiEdit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `notebook_edit_tool_count: optional number or null`

        Number of successful NotebookEdit tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

      - `plugins_used_count: optional number or null`

        Total number of plugin invocations in Cowork sessions. Null while Cowork plugin-use metrics are not enabled for this organization.

      - `sessions_with_file_edits_count: optional number or null`

        Number of distinct Cowork sessions with at least one successful file-edit tool call. Null while the file-edit metrics are not enabled for this organization. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `write_tool_count: optional number or null`

        Number of successful Write tool calls in Cowork sessions. Null while the file-edit metrics are not enabled for this organization.

    - `design_metrics: object`

      Claude Design activity metrics for a single user on a given day.

      - `distinct_projects_created_count: number`

        Number of distinct Claude Design projects created. Exact in date-range mode: a creation belongs to exactly one day, so the per-day counts never overlap and their sum over the window is the exact count of distinct creations in it.

      - `distinct_projects_used_count: number or null`

        Number of distinct Claude Design projects the user worked in. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `distinct_session_count: number or null`

        Number of distinct Claude Design sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Claude Design sessions

    - `office_metrics: object`

      Office Agent activity metrics for a single user on a given day, broken out by Office product.

      - `excel: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

        - `connectors_used_count: number`

          Number of MCP connector invocations

        - `distinct_connectors_used_count: number or null`

          Number of distinct MCP connectors used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `distinct_session_count: number or null`

          Number of distinct Office Agent sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `distinct_skills_used_count: number or null`

          Number of distinct skills used. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

        - `message_count: number`

          Number of messages sent

        - `skills_used_count: number`

          Number of skill invocations

      - `outlook: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

      - `powerpoint: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

      - `word: BetaOfficeProductMetrics`

        Office Agent activity metrics for a single user on a given day within one Office product.

    - `science_metrics: object`

      Claude Science activity metrics for a single user on a given day.

      - `delegation_count: number`

        Number of delegations (handoffs to a specialized agent) in Claude Science sessions

      - `distinct_session_count: number or null`

        Number of distinct Claude Science sessions. Approximate (HLL, typical error <2%) in date-range mode. Null on aggregated rows where a distinct count cannot be computed.

      - `message_count: number`

        Number of messages sent in Claude Science sessions

      - `remote_compute_job_count: number`

        Number of remote compute jobs launched from Claude Science sessions

      - `skills_used_count: number`

        Total number of skill invocations in Claude Science sessions

    - `web_search_count: number`

      Number of web searches performed

    - `distinct_user_count: optional number or null`

      Number of distinct active users represented by this row. Only set for grouped rollups (`group_by[]`); null for per-user rows. In date-range mode, recomputed as an exact distinct count of the group's active members over the requested window, never a sum of per-day values.

    - `last_activity_date: optional string or null`

      Most recent UTC day (YYYY-MM-DD) on which the user had any counted activity, within the requested window: equal to the requested `date` in single-day mode, and to the latest active day from `starting_date` (inclusive) to `ending_date` (exclusive) in date-range rollup mode — never a day earlier than the window start. On filtered requests (`filter[]`) only days matching the filter count: with `filter[]=rbac_group_id:{id}` it is the last day the user was active while a member of that group, consistent with the row's other metrics. On grouped (`group_by[]`) rows it is the latest day any member of the group was active (the requested `date` in single-day mode). Omitted from the response while last-activity reporting is not enabled for this organization.

      format: date

    - `rbac_group_id: optional string or null`

      Tagged RBAC group identifier (`rbac_group_...`), matching the spend-limits API spelling. Present only when the request grouped by `rbac_group_id`.

    - `rbac_group_name: optional string or null`

      Resolved RBAC group display name, alongside `rbac_group_id` when name resolution is available. Null if the group has been deleted or its name could not be resolved; `rbac_group_id` remains the stable key.

    - `user: optional BetaAnalyticsUser or null`

      A user in the organization, identified by tagged id and email address.

      - `type: "user"`

        Object type. Always `user`.

        default: user

      - `id: string`

        Tagged user identifier (e.g. `user_...`)

      - `email_address: string`

        Email address of the user

  - `next_page: string or null`

    Opaque cursor for the next page, or null if no more results
