AI providers and models
The AI providers and models segment lets you track token usage in your organization, by AI provider and model. This data can help you understand token spending, compare usage patterns across providers and models, and make informed operational and budgeting decisions.
Using this data
The AI providers and models segment helps you:
Identify which providers and models are most heavily used in your organization.
Optimize your AI strategy by shifting workloads to more cost-effective providers or models.
Plan budgets based on actual usage data.
Data sources
Token usage is tracked from the use of AI tools through a JetBrains license with AI. This usage is attributed to JetBrains AI as the provider, regardless of which AI tool is used. For example, the use of Codex in AI Assistant through a JetBrains license with AI counts towards JetBrains AI usage.
The following usage is excluded from the token usage charts and tables:
User-configured third-party AI providers. With this approach, each user can set their own access to third-party providers through API keys or subscriptions directly in AI tools. This type of access is not managed centrally by your organization, so it is not included in the token usage data.
In-editor features. The use of features such as Next edit suggestions and Code Completion is not included, as they don't consume paid tokens.
Data filtering
You can filter the data by the following criteria:
In the time range filter, select one of the predefined filters that show the last specified period, or select a custom date range. The data includes both the first and the last day of the selected period.
In the provider filter, which displays All providers by default, select the AI providers you want to show the data for. When no provider is selected, the data is shown for all providers.
In the user filter, which displays All users by default, search for and select users or groups. Selecting a group includes all of its members and members of its subgroups. Expand a group to select its subgroups.
These filters apply to both the Token usage by provider chart and the Token usage by model table.
Filters of different types are combined with a logical AND. For example, data will match both the selected date range and the user the data is attributed to.
Multiple selections of the same filter are combined with a logical OR. For example, selecting a group along with an individual user shows data for that user and all members of the group.
Filter selections are preserved across analytics segments. The filters that you set in one segment are automatically preselected when you switch to another segment.
Token usage by provider
This chart displays token consumption per AI provider for your selected time period.
In the legend, the indicator next to the token count shows the token consumption trend compared to the previous period of the same length. For example, if you select a 30-day period, it is compared to the 30 days prior to the start of your selected period.
The token consumption trend, if detected, can show one of the following indicators:
Increase
Decrease
No change in consumption or not enough data for comparison
Token usage by model
The table shows a breakdown of token usage by AI model for your selected time period. Currently, the data includes token consumption for models available through JetBrains AI only.
