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PanDev Metrics

pandev-metrics.com

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Spec score 7.6 #15 of 22 in Software Development Analytics Tools

What it is

PanDev Metrics combines engineering activity signals to show live DORA metrics, engineering costs and AI contribution for software teams. Its cost analytics bring together IDE and terminal hours, AI agent tokens and payroll rates to calculate feature costs by task. The maker says the team product is intended for engineering teams with ten or more developers whose core work is writing software. Teams can choose PanDev-hosted cloud SaaS or deploy on their own infrastructure. Listed integrations include JetBrains, VS Code and Visual Studio; GitHub, GitLab, Bitbucket and Azure DevOps; and Jira, Yandex Tracker, ClickUp and Azure Boards. The product also includes an on-premise task tracker with imports from Jira, ClickUp, Notion and YouTrack, plus team documentation with page history and restore. PanDev says it does not collect source code or screenshots, though its plugins send activity events. On-premises controls include encryption, access control and action auditing, with data stored on the customer's servers. Metrics Cloud / On-prem pricing is available by contacting sales; Personal workspace features and PanDev CLI are free.

Spec sheet

Purpose
PanDev Metrics combines engineering activity signals into analytics, including live DORA metrics, engineering costs and AI contribution.Read 4 Oct 2026 · pandev-metrics.com
Integrations
The documentation lists IDE integrations including JetBrains, VS Code and Visual Studio; Git integrations including GitHub, GitLab, Bitbucket and Azure DevOps; and task trackers including Jira, Yandex Tracker, ClickUp and Azure Boards.Read 4 Oct 2026 · pandev-metrics.com
CLI privacy
PanDev CLI says it runs offline without an account or network calls and does not send prompt text anywhere.Read 4 Oct 2026 · pandev-metrics.com
CLI supported agents
The CLI FAQ says it reads logs from Claude Code and Codex CLI.Read 4 Oct 2026 · pandev-metrics.com
Cost analytics
It combines IDE and terminal hours, AI agent tokens and payroll rates to calculate feature costs by task.Read 4 Oct 2026 · pandev-metrics.com
Data collection
The product overview says source code and screenshots are never collected, while IDE plugins, browser extensions and terminal plugins send activity events.Read 4 Oct 2026 · pandev-metrics.com
Deployment choices
The team product is available as PanDev-hosted cloud SaaS or on-premises on the customer's infrastructure.Read 4 Oct 2026 · pandev-metrics.com
On-prem SSO limit
LDAP is the only SSO option supported on-prem; SAML, OIDC and Google sign-in are unavailable in that deployment.Read 4 Oct 2026 · pandev-metrics.com
Personal privacy
The personal profile is private by default, and its page says code, secrets and passwords are not read or transmitted.Read 4 Oct 2026 · pandev-metrics.com
Security controls
The documentation lists on-prem data encryption, access control and action auditing, with data stored on the customer's servers.Read 4 Oct 2026 · pandev-metrics.com
Target teams
The maker says PanDev Metrics is built for engineering teams with ten or more developers whose core work is writing software.Read 4 Oct 2026 · pandev-metrics.com
Tracker and docs
The product includes an on-premise task tracker with Jira, ClickUp, Notion and YouTrack import, plus team documentation with page history and restore.Read 4 Oct 2026 · pandev-metrics.com

Plans and prices

PanDev CLI Free Runs locally; no account; Node 20+; macOS, Linux and Windows Read 4 Oct 2026 · pandev-metrics.com
Personal workspace Free Basic profile features, gamification, statistics, achievement showcase and portfolio are free forever Read 4 Oct 2026 · pandev-metrics.com
Metrics Cloud / On-prem Priced on request Contact Sales Cloud or on-prem deployment; on-prem requires a license distribution archive from an account manager Read 4 Oct 2026 · pandev-metrics.com

Every PanDev Metrics plan and price →

Strong points and limits

Strong points

  • Shows live DORA, delivery and reliability metrics.
  • Calculates feature costs using activity, AI and payroll data.
  • Offers cloud or customer-infrastructure deployment.
  • Includes task tracking and team documentation.
  • Personal workspace and CLI are free.

Limits

  • Metrics Cloud / On-prem price requires contacting sales.
  • On-prem SSO supports LDAP only.
  • Plugins send activity events.

Who it suits

It suits engineering teams with at least ten developers who want analytics on delivery, reliability, engineering costs and AI contribution. Teams choosing on-premises deployment should note that LDAP is the only supported SSO option there.

Verdict

PanDev Metrics brings engineering analytics, task tracking and documentation into one team product, with cloud and on-premises deployment choices. Its on-prem SSO limitation and sales-contact pricing are worth checking against team requirements.

Where Specifiction places it

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