> ## 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 Analytics > Context window, cost, token usage, session shape, and tool metrics for a single session. The Analytics tab is a scrollable dashboard of metric cards. Cards with no data for the session are hidden automatically. IronBee Console — Session Analytics *** ## Session overview Headline numbers for the session at a glance. * **Hero stats:** Duration, Cost (USD), User turns, Files modified, Peak context, Tool errors * **Session type:** A characterization of the session: Quick question, Exploration, Iterative refinement, Multi-task, Focused single task, or Mixed * **Capabilities used:** Chips for MCP, Skills, Sub-agents, WebSearch, WebFetch — filled if used at least once in the session * **Session window:** Start and end timestamps with total duration in minutes *** ## Time / Turns Active vs idle duration split, plus user and assistant turn counts with a one-shot vs. with-retry breakdown. *** ## Code changes Lines added, lines removed, files modified, and net line change for the session. *** ## Cache & misc User prompt count, prompt size in bytes, approximate prompt tokens, and user interruption count. *** ## Context Window Context occupancy over time. Two views: * **Total** area chart of total context tokens vs the model's maximum context window * **Breakdown** stacked chart of context by message type (Cache Read, Cache Write, Input, Output) Summary stats: Peak tokens, Latest tokens, Peak %. Click **Open breakdown** to open the [Context Breakdown Drawer](#context-breakdown-drawer). *** ## Cost / Tokens Total cost in USD, input tokens, output tokens, cache create tokens, and cache read tokens. *** ## Models Donut chart showing cost distribution across the models used in the session. *** ## Per-model tokens Table with one row per model: message count, input tokens, output tokens, cache write, cache read, and cost. Sortable by any column, default sorted by cost descending. *** ## Context Pressure Peak context tokens vs the model's threshold, latest context tokens, a per-category breakdown (system prompt, user messages, tool results, etc.), and a progress bar relative to the full context window size. *** ## Session Shape A horizontal stacked bar showing how the agent's turns were distributed across activity categories: coding, debugging, refactoring, testing, documentation, and analysis. *** ## Tool usage Four related tables: | Card | Contents | | -------------------------------- | ------------------------------------------------------------------------------------------- | | **Top tools** | All tools sorted by invocation count with error count, error %, input tokens, output tokens | | **MCP servers / Shell binaries** | Toggled view: MCP server usage or shell binary (Bash) usage same columns | | **Skills** | Custom slash commands invoked during the session | | **Sub-agents** | Background agents spawned during the session | *** ## Other cards Visible when the session has the relevant data: | Card | What it shows | | ---------------------- | -------------------------------------------------------------------------------------- | | **Messages per day** | 30-day honeycomb grid with a weekends toggle | | **Hour of day** | Polar bar chart of message count by hour (0–23) | | **Response time** | Horizontal bar chart by time bucket (2–10s, 10–30s, 30s–1m, 1–2m, 2–5m, 5–15m, `>15m`) | | **Shell command flow** | Sankey diagram of shell binary → subcommand invocations | | **Languages** | Radar chart of lines of code per programming language | | **Hot files** | Top 5 most-edited files, toggle between list and treemap view | | **Tool errors** | Error count by category (command failed, edit failed, file not found, etc.) | | **By weekday** | Horizontal bar chart of message count by day of week | *** ## Context Breakdown Drawer Opens from the **Context Window** card. A full-height side panel with four sections: ### Overview Snapshot of the latest query: query number, model, query source, input tokens, input size in bytes, tool count. ### Context growth Area chart showing token count by category across the full query sequence, traces how context filled up turn by turn. Visible when the session has more than one query. ### Breakdown What occupies the context window in the latest query: * **Composition** tab has a treemap of 11 categories: system prompt, built-in tools, MCP tools, rules, memory, skills, system messages, user messages, assistant messages, tool results, others * **Detail** tab has a drill-down tables showing token counts per MCP server, per rules file, per skill, and per tool result ### Counts * **Tools:** donut chart of built-in vs MCP tool count * **Messages:** pie chart of user, assistant, tool result, and system message counts