Skip to main content
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.

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:
CardContents
Top toolsAll tools sorted by invocation count with error count, error %, input tokens, output tokens
MCP servers / Shell binariesToggled view: MCP server usage or shell binary (Bash) usage same columns
SkillsCustom slash commands invoked during the session
Sub-agentsBackground agents spawned during the session

Other cards

Visible when the session has the relevant data:
CardWhat it shows
Messages per day30-day honeycomb grid with a weekends toggle
Hour of dayPolar bar chart of message count by hour (0–23)
Response timeHorizontal bar chart by time bucket (2–10s, 10–30s, 30s–1m, 1–2m, 2–5m, 5–15m, >15m)
Shell command flowSankey diagram of shell binary → subcommand invocations
LanguagesRadar chart of lines of code per programming language
Hot filesTop 5 most-edited files, toggle between list and treemap view
Tool errorsError count by category (command failed, edit failed, file not found, etc.)
By weekdayHorizontal 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