Platform
Usage & Cost
Compare LLM calls, token use, estimated cost, failure rate, and firm quota pressure.
What this menu does
Turn call telemetry into business-readable capacity and cost views.
Where to find it
Platform Admin navigation: LLM Management → Usage & Cost.
When to use it
- Review total calls, tokens, cost, and failures.
- Compare provider/model consumption.
- Identify firms near token quota.
- Filter a reporting period and capability.
Before you begin
- Sign in to Platform Admin.
- The account must be allowed to view this menu.
Page regions
- 01Firm/provider/model/capability/tier/date filters
- 02Summary metrics
- 03Provider/model usage table
- 04Firm usage and plan table
- 05Quota-risk labels
Supported operations
Analyze LLM usage
- 1
Set the date range and optional firm, provider, model, capability, or AI-tier filters.
- 2
Review calls, platform tokens, estimated cost, and failed calls.
- 3
Compare provider/model rows.
- 4
Review firm plan, tokens, and quota-risk status.
The page shows read-only aggregates for the selected filters.
Business rules and fields
- Cost is estimated from configured model pricing.
- Filters change the reporting view, not quotas.
- Quota-risk labels help prioritize review but do not change the firm's plan.
States you may see
What happens next
- Operators can identify cost drivers, failures, and firms needing capacity review.
Common problems
The menu or action is missing.
The account does not have the required platform access or the item is not available in the current state.
Ask a platform administrator to verify the account role and the record status.
A save or load action fails.
The session may have expired, validation may have failed, or the service is temporarily unavailable.
Keep the shown request identifier if present, refresh once, correct highlighted fields, and retry. Escalate with the request identifier if it repeats.