> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ironbee.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Session Insights

> Account-wide behavioral patterns and activity trends across all projects.

The **Account Session Insights** analysis aggregates behavioral data across every project on the account. It has the same structure as [Project Session Insights](/console/analysis-project-session-insights) with an additional By Project table for cross-project comparisons.

<img src="https://mintcdn.com/ironbee/kHX-DEGTUXrD4U7O/images/console/analysis/account-session-insight-dark.png?fit=max&auto=format&n=kHX-DEGTUXrD4U7O&q=85&s=cd8d2bbb35c253bf226b07f8c6a23e9d" alt="IronBee Console — Account Session Insights" style={{borderRadius:'8px',width:'100%'}} width="1525" height="895" data-path="images/console/analysis/account-session-insight-dark.png" />

## Session overview

Hero card with five metrics (sparklines + week-over-week deltas):

| Metric             | Description                             |
| ------------------ | --------------------------------------- |
| Sessions           | Total session count across the account  |
| Active time        | Hours of active agent work account-wide |
| User messages      | Total user turns                        |
| User interruptions | Times users interrupted the agent       |
| Tool errors        | Total tool call failures                |

## Activity heartbeat

* **Messages per day:** 30-day honeycomb grid with weekends toggle
* **Hour-of-day usage:** polar bar chart (UTC)
* **Standout sessions:** longest, highest context peak, most files, widest tool usage, most efficient, with project attribution

## Time & code activity

Wall-clock vs active vs idle split, concurrency events (overlapping sessions), and code change breakdown (lines added/removed).

## By project

Table of all projects: session count, total duration, files changed, tool errors. Sortable by any column, default sorted by sessions descending.

## Response time

Bar histogram across buckets: `<1s`, 1–2s, 2–10s, 10–30s, 30s–1m, 1–2m, 2–5m, 5–15m, `>15m`.

## Context pressure

Line chart of average peak context by turn bucket with summary stats (avg peak, max, avg at session end, high-pressure session count).

## Models

Donut chart of session distribution across Claude models, account-wide.

## Languages

Radar chart of lines changed across the top 8 programming languages, account-wide.

## Adoption signals

Feature adoption indicators across the account: MCP servers, sub-agents, skills, web search, web fetch.

## Hot files

Top files by edit frequency across all projects, with list or treemap view.

## Session types

Sankey diagram from session type to activity category.

## Activity categories

Horizontal bar chart of turns by activity category.

## Tool error categories

Horizontal bar chart of errors by category.

## Tool leaderboards

* **Top tools:** calls, errors, error %, sessions
* **MCP servers / Shell binaries:** toggled view
* **Skills:** custom command usage
* **Sub-agents:** background agent usage

## Shell command flow

Sankey diagram of shell binary → subcommand invocations.

## Tool metrics

Table of all tools with call count, error rate, and speed.