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Use the analytics views in Fetch Hive when you want to understand which end users are active, what they cost, and which users drive the most traffic.

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Overview

Fetch Hive exposes user analytics in two places. The dedicated Users analytics page focuses on tracked end users, while Dashboard analytics includes a broader workspace view with a Top Users chart that links into the same user detail page. These pages work best together. Start in Users analytics when you want user-specific trends, then drill into an individual user when you want to inspect that user’s usage in detail.

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How do I use Users analytics?

Open Users in the main sidebar, then click Analytics in the secondary navigation. Use the date-range control in the header to switch between the preset ranges or choose a custom range. The page updates all cards and charts for the selected period.

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What metrics and charts are available?

The top row shows four summary cards:
  • Active Users
  • Total Spend
  • Avg Cost
  • Top User Share
Below that, Fetch Hive shows User Activity Over Time. This chart lets you switch between Cost, Requests, and Tokens so you can compare how user activity changes over the selected period. The lower section includes Cost Distribution and Top Users. Use Cost Distribution when you want a quick view of how spend is split across your highest-cost users. Use Top Users when you want to rank users by Cost, Requests, or Tokens and move straight into a single user record. Cost values include both estimated task-credit cost and hosted LLM wallet cost, so user analytics matches the total cost shown on individual logs.

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How do I drill into a user from analytics?

On Users analytics, click a user in Top Users to open that user’s detail page. The Top User Share card also links to the top user for the current period. You can reach the same destination from Dashboard analytics. That page includes its own Top Users chart, and clicking a user there opens the same user detail view under Users.

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Dashboard analytics vs Users analytics

Use Users analytics when your main question is about end-user behavior and spend. Use Dashboard analytics when you want a wider workspace view that also includes service costs, model costs, token usage, and top users in the same report. Both surfaces are useful, but only the Users analytics page is dedicated to tracked user activity. See also: Identifying users and Filtering and drilling.