Operational Dashboard
Visibility, allocation, optimization progress, and anomalies in one operating view.
Sample data demo — every figure on this page is illustrative, showing what a TokenOps dashboard looks like. Wire it to your own metering to make it real.
Spend trend and token yield
Spend by team
Spend by model
Top anomalies
Support chatbot+22% input tokens
Conversation history exceeded sliding-window policy.
Content pipeline9.4k retries
Schema validation failed after provider model change.
Research agent$8.6k context waste
Top-10 retrieval included low-similarity chunks.