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Opaline

Track message-level costs, time, and skill usage across team Claude Code and Codex sessions.

Product brief

What Opaline does.

Team-wide, message-level analytics for Claude Code and Codex sessions. Track token cost, time, and skill usage for every single message across your team’s sessions. Catch every “You’re absolutely right” from Claude and every “I know, you f*cking idiot” from a frustrated teammate.

Why we selected it

Message-level cost, time, and skill data give engineering teams a specific way to inspect Claude Code and Codex usage.

Best for
Developer analytics
Category
Coding
Daily picks
1
First selected
2026-09-24
Opaline product preview

Product preview saved with our daily selection

Capability scan

What it can help with.

Only capabilities supported by the product information we collected are listed here.

01

Inspect team AI coding sessions

Provides team-wide, message-level analytics for Claude Code and Codex sessions.

02

Track message-level usage

Tracks token cost, time, and skill usage for individual messages across team sessions.

03

Review conversation content

Lets teams spot specific messages in Claude Code and Codex sessions.

Best-fit use cases

Examine token cost for individual messages in team coding sessions.
Review time and skill usage across Claude Code and Codex sessions.
Find specific exchanges in team sessions when reviewing how the tools are used.

FAQ

Before you open it.

Which sessions does Opaline analyze?

Opaline provides analytics for team Claude Code and Codex sessions.

What can Opaline track for each message?

It tracks token cost, time, and skill usage at the message level.

Can Opaline help review specific exchanges?

Yes. Its message-level view lets teams inspect individual messages across their sessions.

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