Opaline

Team-wide analytics for coding agent sessions

$1Starting price
30Monthly visits
Opaline featured image

About Opaline

Opaline provides message-level analytics for coding agents used by teams. It tracks and visualizes prompts, responses, tool calls, commands, and subagent activity across every session. The tool measures adoption, activity, token volume, and estimated spend at the organization level. It surfaces recurring patterns, blockers, failures, and opportunities within agent workflows. Opaline also offers a deep session trace viewer to inspect full timelines of agent interactions. Weekly digests summarize adoption trends, performance changes, notable sessions, and team insights. The platform is designed to help teams identify struggles and convert them into learning opportunities.

Key features

  • Message-level analytics for coding agents
  • Session timeline viewer with prompts and responses
  • Organization-level adoption and activity tracking
  • Token volume and estimated spend monitoring
  • Weekly digest reports for team trends
  • Workspace policy and access control
  • Modeling for teams, repositories, and workflows
  • Subagent activity tracking

Use cases

  • Monitoring and optimizing team-wide coding agent usage
  • Identifying recurring issues or blockers in agent sessions
  • Tracking token usage and estimated costs across projects

Pros

  • Tracks full session timelines including prompts, responses, and tool calls
  • Provides organization-level analytics for adoption and token usage
  • Includes a deep session trace viewer for detailed inspection
  • Offers weekly digests summarizing team trends and performance
  • Supports free tier with up to three workspace members

Cons

  • Free tier limited to 50,000 agent runs per month
  • Advanced features require paid plans
  • No on-prem or self-hosted deployment option listed
  • No SAML/SCIM or invoice/PO billing in free tier

Frequently asked questions about Opaline

What is Opaline and what does it do?

Opaline provides message-level analytics for coding agents used by teams. It tracks and visualizes prompts, responses, tool calls, commands, and subagent activity across every session. The tool measures adoption, activity, token volume, and estimated spend at the organization level.

Who is Opaline designed for?

Opaline is designed for teams that use coding agents such as Claude Code or Codex. It helps organizations monitor and analyze agent workflows to identify struggles and convert them into learning opportunities.

How does Opaline help teams improve their coding agents?

Opaline surfaces recurring patterns, blockers, failures, and opportunities within agent workflows. It offers a deep session trace viewer to inspect full timelines of agent interactions and provides weekly digests summarizing adoption trends and performance changes.

What kind of analytics does Opaline provide?

Opaline provides analytics on coding-agent adoption, activity, token volume, and estimated spend across an organization. It also tracks prompts, responses, tool calls, commands, and subagent activity for every session.

Can Opaline be deployed on-premises or self-hosted?

Yes, Opaline can be deployed inside infrastructure that an organization controls, though this feature is not included in the free or basic plans.

Does Opaline support single sign-on (SSO) and user provisioning?

Yes, Opaline supports connecting an identity provider for single sign-on and automated user provisioning, though this feature is not included in the free or basic plans.

Opaline traffic & engagement

opaline.so · third-party estimates from Similarweb

Data as of Sep 2026Full AI website ranking →
Monthly visits · Sep 20260
Rank among AI websites#8,360of 8,384 tools on Aitoolnavio
Rank in Coding & Development#1,066of 1,071 tools in this category
Top marketTurkey100%
Pages per visit0Average pages viewed
Bounce rate0%Leave after one page · lower is better

Where visitors come from

Share of visits by channel

  • Direct39%
  • Referrals11.4%
  • Mail2.9%

No measurable traffic from Social, Paid Referrals or Search.

Top countries

Share of visits · estimated visits

  • Turkey30100%

Traffic figures are third-party estimates, good for scale and trends; they can differ from a company's own numbers. Updated monthly.

Opaline compared

Reviews