Codex CLI

The Codex CLI dashboard has four tabs: Overview, Tokens, Usage, and Users. Every figure is derived from Codex CLI usage data over the time range and filters you've set.

Before the dashboard shows data, set up the integration — see Connect Codex CLI.

Overview

A snapshot of Codex CLI activity — models in use, total sessions, input and output tokens, total run time, average latency, average tokens per session, your power user, and how many unique users were active.

Tokens

• Input tokens and Output tokens — totals for the period.
• Tokens over time — when token consumption peaked.
• Avg tokens/session — how token-heavy a typical session is.
• Cache efficiency — share of input served from cache; higher means lower cost per request.
• Tokens usage by model — token share across the models you're using.

Usage

• Total sessions and Sessions over time — volume of Codex activity across the window.
• Human vs Codex tokens — split of tokens you sent in versus tokens Codex generated.
• Top used tools — the tools Codex invoked most across sessions.

Users

Active users ranked by token consumption. Select any row to drill into that user's session activity and token use.