PanDev Metrics

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Score7.3

Rank#2 of 47

PriceFree

Free planYes

Runs onAndroid, Browser extension, iOS, Linux, macOS, Self-hosted, Web, Windows

Summary

PanDev Metrics turns engineering activity signals into analytics for software teams, including live DORA metrics, engineering costs and AI contribution. Its cost analytics combine IDE and terminal hours, AI agent tokens and payroll rates to estimate feature costs by task. Integrations listed in its documentation cover JetBrains, VS Code and Visual Studio, GitHub, GitLab, Bitbucket and Azure DevOps, as well as task trackers such as 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. Teams can use PanDev-hosted cloud SaaS or deploy on their own infrastructure. The overview 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; LDAP is the only supported on-prem SSO option. Personal workspace features and PanDev CLI are free; Metrics Cloud / On-prem pricing is available by contacting sales.

Who it is for

It is aimed at engineering teams of ten or more developers whose core work is writing software. It may also suit individuals who want a private profile or a local CLI for Claude Code and Codex CLI logs.

What is good

Live DORA, delivery and reliability metrics.
Calculates task costs using activity and payroll signals.
Cloud SaaS and customer-infrastructure deployment choices.
Free personal workspace and CLI plans.

What to know first

On-prem SSO supports LDAP only.
Cloud and on-prem pricing requires contacting sales.
Plugins send activity events.

Verdict

PanDev Metrics combines engineering analytics with cost tracking and team workflow tools. Teams choosing on-prem deployment should account for its LDAP-only SSO support.

PanDev Metrics plans and pricing

All plans

Personal workspace Free Basic profile features, gamification, statistics, achievement showcase and portfolio are free forever pandev-metrics.com · 4 Oct 2026

PanDev CLI Free Runs locally; no account; Node 20+; macOS, Linux and Windows pandev-metrics.com · 4 Oct 2026

Metrics Cloud / On-prem Not published Contact Sales Cloud or on-prem deployment; on-prem requires a license distribution archive from an account manager pandev-metrics.com · 4 Oct 2026

Compared on DevOps analytics software

DORA metrics: Yespandev-metrics.com
Delivery metrics: Yespandev-metrics.com
Reliability metrics: Yespandev-metrics.com
Custom metrics: Nopandev-metrics.com
Free plan: Yespandev-metrics.com
SSO: Yespandev-metrics.com

Facts

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