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Analytics

How much work agents did in a project, and the tokens and cost behind it
View as Markdown

Analytics shows how many sessions ran in a project, how much the agents did, and what the model calls cost. Use it to spot a spike, compare coding agents, or find the session behind a big bill. Everyone in the project can see it.

Check a project’s usage

1

Open the tab

Open the project and choose the Analytics tab.

2

Pick a period

Choose 24 hours, 7 days, 30 days (the default) or 90 days, a calendar period such as This week or Last month, or your own range of up to 366 days.

3

Read the Overview

Model spend, Tokens, Sessions, Turns and Tool calls, each compared with the period before. Where the spend went splits the cost into Paid via API keys and Covered by plans.

4

Find the sessions behind it

Scroll to Sessions, search by task, ID or model, and sort by Cost, Last active, Tokens or Tool calls. Select a session to open it.

Analytics tab with the period picker, the Overview figures for model spend, tokens, sessions, turns and tool calls, Where the spend went, and the token mix
A project's Analytics tab

What else is on the page

  • Usage trend: Activity over time per agent, by Tokens, Tool calls or Cost. Show as a table shows the same numbers.
  • Breakdown: rank the Agents, Models and Tools behind the activity.
  • Sessions: 25 per page, each named by what was asked. Export current page downloads the page as a CSV file.
  • Data quality: How these figures were measured. Choose Details to see how many turns came from Agent logs, Agent report or Not measured.
Sessions table with search, agent, model and sort filters and columns for tokens, tool calls, cost and last active
Sessions with their tokens, tool calls and cost

Good to know

  • Sessions, turns and tool calls are always counted. Tokens and cost appear only when the agent reports them, so they can be incomplete. At least before a cost means some turns had none.
  • Costs are list prices for understanding usage, not your bill. When an agent reports no cost, AOSplane estimates it from public model prices. For what you’re billed, choose Open Billing.
  • Covered by plans is the list-price value of tokens a Claude or ChatGPT plan paid for.
  • Days follow your browser’s time zone. The refresh button loads the latest figures.
  • For usage across every project, choose Usage details on Home.