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User Analysis

The User Analysis page provides a detailed breakdown of AI usage for an individual user within the selected project and date range. It can be reached by clicking View Details from the Leaderboard, or by navigating directly via the left sidebar.

note

This page covers the Super Admin user analysis experience. For the project-scoped admin view, see Admin AI Dashboard.

When opened directly from the sidebar, the page displays the full ranked user list — the same view as the Leaderboard. Use the Search User box to locate a specific user without returning to the Leaderboard.

User Analysis page — ranked user list with Search User field and Filters dropdown

Filters​

Click the Filters dropdown to scope the analysis by project or trigger source.

Projects​

Select the active project to limit the analysis to usage within that project.

User Analysis filters — Projects tab showing available projects

Source​

Filter by trigger source: All, UI, CLI, or IDE.

User Analysis filters — Source tab with All, UI, CLI, IDE options

Filters apply immediately when confirmed. Click Reset Filter to restore defaults.

Individual User Detail​

When a user is selected — either via View Details from the Leaderboard or by clicking a row in the user list — the page switches to the individual detail view.

A summary bar at the top displays the user's key metrics at a glance:

MetricDescription
RankUser's position in the leaderboard for the current scope
SourcePrimary trigger source for this user's activity
API CallsTotal number of AI API calls made
Prompt TokensTotal prompt tokens consumed
Completion TokensTotal completion tokens consumed
Approx. CostEstimated spend based on configured token rates

Below the summary bar, four charts break down activity across key dimensions:

  • Trigger Source Distribution — donut chart showing the share of usage from UI, CLI, and IDE.
  • Token Usage by AI Providers — grouped bar chart comparing prompt and completion tokens across AI providers used by this user.
  • Total Tokens Distribution — donut chart showing the proportion of prompt vs. completion tokens overall.
  • Token Usage by Test Types — bar chart showing how AI activity is distributed across test categories.

Individual user detail — summary bar with rank and metrics, Trigger Source Distribution and Token Usage by AI Providers charts

A detail table at the bottom lists per-test-type statistics including API calls, prompt tokens, and completion tokens.

User detail lower section — Total Tokens Distribution, Token Usage by Test Types, and per-test-type detail table

All charts and the detail table update immediately when the project selector or filters change.