Understand your AIusage and costs.

Track agent activity, compare costs and estimated savings, and see which repositories and services the work relates to.

Start with UIGraphRead the docs

Insights is available by request on cloud and can be enabled explicitly when self-hosting.

The UIGraph Insights Savings Overview, showing total savings, time saved, tokens saved, average resolve time, estimated annual savings, a with-vs-without uigraph MCP cost comparison, and a savings-over-time chart

Spend on one side. Measured work on the other.

Compare connected tool billing with savings estimates based on recorded agent sessions.

UIGraph Insights cost breakdown by model, showing estimated cost and savings for GPT-5.5, Claude Opus 4.8, Claude Sonnet 4.6, Claude Sonnet 5, GLM-5.2, GPT-5, Gemini 2.5 Pro, Grok 4.3, Claude Haiku 4.5, and Gemini 2.5 Flash
01SessionThe agent run and the work it produced
02RepositoryThe codebase where that work landed
03ServiceThe system component declared in the graph
04ContextOwner, APIs, dependencies, and attributed cloud cost

See where your
agents worked.

Explore recorded agent sessions alongside their associated repositories and services. Follow those connections to see ownership and dependencies for more context.

Frequently asked questions

Still have a question about Insights? The docs cover sessions, attribution, and availability in detail.

Read the docs

Available by request on cloud and enabled explicitly when self-hosting.

Take a closer look
at your AI activity.

Explore recorded sessions, costs, and estimated savings with UIGraph Insights.

Start with UIGraphRead the docs