Usage and Cost#

Open Analytics → Usage and Cost to review AI usage, spend, token consumption, and reliability across the organization.

The page provides organization-wide totals, cost analysis, and scoped activity views for models, users, agents, and teams.

For scenario-based examples, see Use Cases — Analyze AI spend and usage.

Overview#

The page includes the following views:

• Totals — Overall request volume, tokens, and reliability.
• Cost — Spend and token consumption by model and user.
• Model Activity — Usage, cost, tokens, and reliability for a selected model.
• User Activity — Usage, cost, model usage, and reliability for a selected user.
• Agent Activity — Usage, cost, model distribution, and reliability for a selected agent.
• Team Activity — Usage, spend, model usage, and reliability for a selected team.

Totals#

The Totals tab provides an organization-wide view of AI activity for the selected time range.

It includes:

• Total Tokens — Input, output, total, and cache read token consumption over time.
• Total Requests — Successful, failed, and total request volume over time.

Use this view to identify usage and reliability trends before investigating specific cost drivers or entities.

For examples, see Use Cases — Analyze AI spend and usage.

Cost#

The Cost tab shows how AI spend and token consumption are distributed across the organization.

It includes:

• Cost Breakdown — Spend over time.
• Models Breakdown — Spend or token consumption by model.
• Users Breakdown — Spend or token consumption by user.

Switch between Spend and Total tokens to compare financial cost with usage volume.

For examples, see Use Cases — Analyze AI spend and usage.

Activity tabs#

The Model Activity, User Activity, Agent Activity, and Team Activity tabs provide scoped analytics for the selected model, user, agent, or team and time range.

• Model Activity — Usage, cost, token consumption, and reliability for a selected model.

• User Activity — Usage, cost, model usage, and reliability for a selected user.

• Agent Activity — Usage, cost, model distribution, and reliability for a selected application or agent.

• Team Activity — Usage, spend, model usage, and reliability for a selected team.

Select an entity from the corresponding dropdown to update the summary cards and charts.

For examples, see Use Cases — Analyze AI spend and usage.

See also#

• Home — Monitor organization-wide metrics and trends.
• Optimizations — Measure savings from cache reads and related optimizations.
• Traces — Inspect individual requests.