User consumption analysis

To see AI interactions per user, open the User consumption analysis report. It highlights daily adoption trends, total token consumption, and intensive usage bursts. Use it to identify power users, track daily spend, and decide whether a user needs a premium license based on actual demand.

The data comes from OpenLM AI Proxy, which you deploy in your network and connect to OpenLM Platform.

Visualizations

The report has the following visualizations:

• Total tokens by user tree map: A proportional area chart that sizes each user by their total token consumption, giving an immediate hierarchy of the heaviest users. Values displayed:
  • Grouping: username
  • Size: total tokens consumed (sum of total tokens)
  • Color: record count
• Daily tokens and cost combo chart: A dual-axis time series that overlays daily token volume with daily cost, so you can track day-over-day trends and spot spikes. Values displayed:
  • X-axis: date (day)
  • Bars (left Y-axis): total tokens consumed (sum of total tokens)
  • Line (right Y-axis): total cost consumption (sum of raw cost)
• Peak 5-hour tokens by user bar chart: The maximum token consumption in a rolling 5-hour window for each user. Use it to decide whether a user needs a high-tier license or whether a standard tier covers their usage. Values displayed:
  • Y-axis: username
  • X-axis: peak 5-hour tokens (maximum of peak 5-hour tokens)
• User consumption details table: A tabular ledger of user-level metrics, active dates, the token split, and associated costs. Values displayed:
  • Username
  • Email
  • Type of license allocated (derived from feature name)
  • Model name
  • Last active date
  • Has usage (Yes or No)
  • Total input tokens
  • Total output tokens
  • Total token consumption
  • Total cost consumption