More Updates
- paper is now paperctl — and installs no longer need sudoJul 23, 2026
- See models in session tableJul 23, 2026
- Every session shows its outcomesJul 17, 2026
- paperctl sessions in the CLIJul 14, 2026
- Export your session dataJul 11, 2026
- Delete sessions from the consoleJul 10, 2026
- Insights dashboard for spend and session healthJun 30, 2026
- Turn dead tokens into skillsJun 26, 2026
- paper now works with CodexJun 23, 2026
- Richer session detailsJun 16, 2026
- Changelog goes liveJun 10, 2026
- paperctl CLI is now in alphaJun 09, 2026
Insights dashboard for spend and session health
A new Insights page in console charts spend over time, breaks it down by model and session, compares against the previous period, and surfaces prioritized observations about cost outliers and failed runs.
Console has a new Insights page that turns your session history into a read-out of spend and run health for a chosen window.
A stat strip reports total spend, tokens used, agent time, tool calls, and success rate, each with a delta against the previous same-length period. Below it, a spend-over-time chart plots daily cost — click a day to pin its top sessions and jump into them. Alongside are breakdowns of spend by model and your longest or most expensive sessions.
The suggestions column flags what’s worth a look: a run that cost several times your median, spend on sessions that failed or were abandoned, and a high abandonment rate. Each links to the session it’s about; when nothing crosses a threshold, it shows a calm all-clear.
- One session cost 468× your median$160.24 in a single run this period.
- $2.73 on runs that didn't finish6 sessions failed or abandoned. Worth a look at what went wrong.
The period selector is shared with the Sessions overview. Open Insights from the sidebar to try it.