Opsmeter.io
AI Cost & Inference Control
Anthropic cost tracking
Anthropic cost tracking
Anthropic billing totals are useful but incomplete. Opsmeter links each request to tenant and endpoint ownership so cost spikes become actionable quickly.
Where teams usually miss visibility
Teams can read provider invoices but struggle to explain where Anthropic spend is concentrated operationally.
Clear owner handoff
Assign spend anomalies to the exact feature owner instead of debating totals in Slack.
Budget enforcement
Escalate warning and exceeded states with request evidence attached.
Release discipline
Detect cost/request drift after prompt or model changes before monthly close.
How Opsmeter tracks this dimension
Attach consistent attribution keys
Keep externalRequestId, endpointTag, tenant, and user fields stable across retries.
Normalize Anthropic usage payloads
Opsmeter harmonizes token/cost payload differences into one schema.
Investigate concentration views
Sort by endpoint, tenant, and prompt version to find true cost drivers.
Anthropic concentration snapshot
| Dimension row | Metric | Context |
|---|---|---|
| support.reply endpoint | $1,280 / month | Top cost endpoint with high retry pressure. |
| tenant: eu-enterprise | 38% of total spend | One enterprise tenant dominates usage mix. |
| promptVersion support_v9 | +17% output tokens | Post-release verbosity increase detected. |
Operationalize this attribution model
Start with one endpoint, then expand attribution coverage by tenant, user, and workflow.