Organization-level analytics
Shows coding-agent adoption, activity, token volume, and estimated spend across an organization, giving teams a shared view of usage rather than isolated individual sessions.
Opaline
Opaline provides team-wide analytics for coding-agent sessions, including message-level token cost, time, and skill usage. It helps organizations review Claude Code and Codex activity, estimated spend, and detailed session traces.
Team-wide analytics for coding-agent sessions
Opaline is a team analytics product for coding-agent sessions. It gives organizations visibility into agent adoption, activity, token volume, estimated spend, and message-level measures such as token cost, time, and skill usage. The homepage specifically positions it around Claude Code and Codex sessions.
Alongside organization-level reporting, Opaline provides a deep session trace viewer. Teams can inspect the sequence of prompts, responses, tool calls, commands, and subagent activity in individual sessions, making the product useful for reviewing how coding agents are being used and where sessions encounter friction. Higher tiers add organization-wide session intelligence and weekly reporting, while the supplied sources do not document the setup or data-handling implementation in detail.
Features
Message-level usage tracking
Tracks token cost, time, and skill usage at the message level across team sessions, according to the product description.
Deep session traces
Provides a full session timeline covering prompts, responses, tool calls, commands, and subagent activity.
Claude Code and Codex session analytics
Supports analysis of coding-agent sessions associated with Claude Code and Codex, the two agents named on the homepage.
Advanced Session Intelligence
The Business plan adds Advanced Session Intelligence intended to surface recurring patterns, blockers, failures, and opportunities across an organization’s agent sessions.
Weekly agent reports
The Business plan includes weekly reports covering agent adoption, performance changes, notable sessions, and team trends.
Use cases
Monitor organization-wide adoption
Review adoption, activity, token volume, and estimated spend across a team to understand how coding-agent usage is distributed throughout an organization.
Trace a session end to end
Open an individual session and follow its prompts, responses, commands, tool calls, and subagent activity when investigating a difficult or inefficient coding-agent interaction.
Study session efficiency
Use message-level cost, time, and skill-usage data to compare how sessions unfold and identify where teams may be spending time or tokens.
Find recurring team patterns
Business-plan users can use Advanced Session Intelligence to look for recurring blockers, failures, and opportunities across many sessions rather than reviewing them one at a time.
Review weekly team trends
Business-plan users can receive a weekly view of adoption, performance changes, notable sessions, and team trends for ongoing review.
Pros and Cons
Pros
- Combines organization-level adoption and spend reporting with detailed individual-session traces.
- Tracks usage at the message level, including token cost, time, and skill usage.
- The session viewer covers prompts, responses, tool calls, commands, and subagent activity.
- Offers a Free plan, with paid Basic and Business tiers for expanded usage and reporting capabilities.
Cons
- The supplied source names Claude Code and Codex but does not provide a complete integration list.
- Advanced Session Intelligence and weekly reports are listed on the Business plan rather than the Free or Basic plans.
- The available product pages do not explain setup, data retention, security controls, or implementation requirements in detail.
FAQ
What does Opaline analyze?
Opaline provides organization-level analytics for coding-agent adoption, activity, token volume, and estimated spend, along with a deep session trace viewer for individual sessions.
Which coding agents does Opaline support?
The homepage specifically mentions Claude Code and Codex sessions. The supplied source does not document additional supported coding-agent integrations.
What can I inspect in a session?
The session trace viewer can show the timeline of prompts, responses, tool calls, commands, and subagent activity for a session.
How is Opaline priced?
The Free plan includes up to three workspace members and 50,000 agent runs per workspace each month. Basic and Business list unlimited members and agent runs; the pricing page lists Basic at $21 per member per month billed yearly and Business at $42 per member per month billed yearly.
What setup and data-handling details are documented?
The supplied source does not describe the setup process, data-import requirements, security model, or whether Opaline requires session instrumentation beyond its stated coding-agent workflow.
Quick Facts
- Category
- Developer analytics
- Primary users
- Teams and organizations using coding agents
- Named agent coverage
- Claude Code and Codex
- Core workflow
- Organization analytics plus individual session tracing
- Free plan
- Up to 3 workspace members and 50,000 agent runs per workspace per month
- Paid plans
- Basic and Business plans are billed per member monthly on annual billing
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