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[feature] Admin panel: see costs breakdown by user #949

Description

@ClaireGz

Problem

Admins cannot see how LLM costs are distributed across users. This makes it hard to understand usage patterns, identify heavy users, or plan budgets.

Related: #316 (token usage by action type) - this issue adds a per-user dimension.

Expected behavior

  • Admin panel shows a cost breakdown by user (tokens used, estimated cost, number of chats/queries)
  • Filterable by time period (day, week, month)
  • Helps admins understand who drives usage and plan accordingly

Customer ID

3b7a2a4d-59a1-4505-89fc-3662197e3916

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    P1:highchat ui/uxEverything that is mainly related to frontend Chat experience

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