User consumption analysis
The User consumption analysis report gives a granular, user-centric view of AI interactions. It highlights daily adoption trends, total token footprints, and intensive usage bursts. Use it to identify power users, track daily spend, and validate whether a user needs a premium license based on actual demand.
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:
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Grouping: user name
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Size: total tokens consumed (sum of total tokens)
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Color: record count
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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:
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X-axis: date (day)
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Bars (left Y-axis): total tokens consumed (sum of total tokens)
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Line (right Y-axis): total cost consumption (sum of raw cost)
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Peak 5-hour tokens by user bar chart: The maximum token consumption in a rolling 5-hour window for each user. This helps you decide whether a user needs a high-tier license or whether their usage is evenly distributed enough for a standard tier.
Values displayed:
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Y-axis: user name
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X-axis: peak 5-hour tokens (maximum of peak 5-hour tokens)
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User consumption details table: A tabular ledger of user-level metrics, active dates, the token split, and associated costs.
Values displayed:
- User name
- 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