Usage dashboard: Glean Core Suite & Model Hub
The Usage dashboard gives you visibility into your organization's Model Hub Usage over time. You can review overall usage trends, break down consumption by feature and surface, and export data for your own reports.
This dashboard is for organizations with the Glean Core Suite & Model Hub pricing plan. For organizations with the FlexCredits pricing plan that has credit-based pricing, see the Usage dashboard: Enterprise Flex.
Access the Usage dashboard
You must have one of the following roles:
- Super Admin
- Admin
- Billing Moderator (if enabled in your deployment)
To open the Usage dashboard, navigate to Admin console → Usage.
If you don't see the Usage dashboard, contact a Super Admin to confirm your role and permissions.
Filter by time period
You can filter the Usage dashboard to focus on a specific time period. Choose All time to view the entire contract period, or select a specific month to review monthly usage.
The charts and tables update to reflect your time period selection.
Usage overview
The Usage section displays how much of your budget you have used. The dollar values represent Model Hub Usage costs.
The Trends panel displays usage trends by day or week.
See the following resources to learn more about LLMs and pricing:
- To set up and manage LLMs, navigate to the Model Hub.
- To learn more about LLM support in Glean, see Set up LLMs using the Model Hub.
Breakdown
The Usage dashboard displays granular, feature-level consumption so you can see which capabilities drive the most usage.
The Breakdown section organizes usage into tabs:
- By product types
- By models
- By departments
By product types
Use the By product types tab to understand how different Glean features are consuming your budget. You can identify which product types drive the most usage and spot unexpected spikes in a particular area.
Select any product type to view a detailed usage breakdown for that product type.
| Product type | Description |
|---|---|
| Assistant | Usage per day: Shows daily Assistant usage over time. Toggle Show cumulative to view cumulative usage instead of daily usage. Assistant usage by models: Shows consumption by large language model, depending on your configuration. Each row displays the model name, current status, and dollar amount consumed. Premium models, such as Claude Opus 4.8, consume more budget than basic or standard models. To view a complete list of premium models, see Glean Core Suite. |
| Agents | Usage per day: Shows daily Agents usage over time. Toggle Show cumulative to view cumulative usage instead of daily usage. Agents: Shows a table listing each agent with its owner, current status, and dollar amount consumed in the selected period. The Agents table may include usage from unsaved agent runs, ensuring all consumption is visible even if the agent was never saved. |
The Users table is available for any single-month selection from July 2026 onward, including Current month. It isn't available when you choose All time.
By departments
Use the By departments tab to understand how usage is distributed across your organization. This view helps you attribute value to teams, compare departments, and spot departments that are under-adopting or driving the most consumption.
The By departments tab displays a table showing each department with its month-to-date dollar amount consumed. To compare usage by product type, turn on the Product type breakdown toggle. The table adds sortable columns for product types with usage, such as Assistant or Agents, while the total usage column remains available.
To work with the table:
- Compare departments: Sort by consumption to see which departments use the most or least and how usage is distributed across the organization.
- Export: Select the download icon to export the table as a .csv file to support adoption analysis, budgeting, chargeback, and showback.
To set spending limits by department, see Set limits within a department.
Department views rely on the department metadata in your identity provider or org chart. A department only appears if its members have department information, and users without department metadata aren't attributed to a department. Because departments are groups of users that can change over time, moving a user between departments changes how their usage is attributed. To confirm the Department attribute is mapped, see People data attribute mapping.
By models
Use the By models tab to understand which AI models your organization is using and how much each model contributes to your overall usage.
The By models tab displays a table showing:
- Model: The name of the AI model, including Claude models, GPT models, and other supported models
- Current status: Whether the model is enabled or turned off in your deployment
- Amount: The dollar amount consumed by each model in the selected period
This view helps you understand the cost impact of different model choices and identify opportunities to optimize usage.
Advanced features
Select Advanced features to view usage of advanced features in Assistant and Agents. These features are already included in product totals and displayed separately for visibility.
The Advanced features view shows:
- Deep research: Advanced research capabilities
- Code writer: Code generation features
- Slide generation: Content generation features
- Image generation: Image creation capabilities
- Voice session: Voice-based features
Each feature displays its current status and dollar amount consumed.
Export usage data
To share usage details, you can export the underlying data from the Breakdown panel. You might use exports to compare invoices against actual usage, forecast future needs, or combine Glean usage with your internal metrics.
To export usage data:
- Navigate to the Breakdown panel.
- Select the download icon.
The file downloads as a .csv file. You can open and view the file in your preferred analysis tool.
Common questions
Why do I see new feature categories?
As Glean adds new AI capabilities and feature-level pricing, new categories may appear in the Usage dashboard. This ensures you can track the specific impact of new features on your budget.
Older usage remains in your historical exports, but newer usage appears under the more granular, updated categories.
Why the feature-level total may not match your contract total
The Usage dashboard focuses on Model Hub Usage consumption. Your contract may include additional terms, such as:
- Minimum commitments
- Overage pricing
- Budget allocated to specific add-ons or bundles
If you have questions about how usage maps to billing, or how Glean calculates overages, contact your Glean account team.
See also
To learn how to manage usage limits and alerts, see Set usage limits and alerts.