Code Time VS Screenful Metrics for GitHub

• Productivity Tracking
  Code Time provides detailed analytics on your coding habits, helping developers track their productivity and identify patterns that can improve efficiency.
• Integration
  The tool integrates seamlessly with popular code editors like VS Code, Sublime Text, and Atom, making it convenient to use without disrupting existing workflows.
• Goal Setting
  It offers features like setting coding goals and measuring progress, which can motivate developers to stay on track and achieve their objectives.
• Free Version
  Code Time offers a free version with ample features, making it accessible to individual developers and small teams who might have budget constraints.
• Cross-Platform Support
  Available on multiple platforms, Code Time allows developers to use it on their preferred operating systems, ensuring flexibility and ease of use.

Possible disadvantages

• Privacy Concerns
  Since Code Time tracks coding activity, there may be concerns regarding data privacy and how the information collected is used or stored.
• Limited Advanced Features
  While the free version is robust, some advanced features are locked behind a paywall, which might deter users looking for a comprehensive free tool.
• Potential Distractions
  The continuous tracking and notification features might become distracting for some developers, causing interruptions in focus during coding sessions.
• Learning Curve
  New users may experience a learning curve as they navigate through the various features and settings, especially those unfamiliar with productivity tools.
• Dependence on IDE
  Code Time is dependent on the use of supported integrated development environments (IDEs), potentially limiting its usefulness for developers who use less conventional coding setups.

• Enhanced Visibility
  Screenful Metrics provides a visual overview of development activity within GitHub, which enhances visibility into project status, progress, and bottlenecks.
• Customizable Dashboards
  Users can customize dashboards to focus on the metrics that matter most to their team, allowing for a tailored experience and better decision-making.
• Automated Reporting
  The tool automates the reporting process, saving time and effort while ensuring that stakeholders receive timely updates without manual intervention.
• Integration Capabilities
  Screenful integrates smoothly with GitHub, pulling in essential data without requiring additional infrastructure or significant configuration.

Possible disadvantages

• Learning Curve
  New users might encounter a learning curve when navigating the various features and fully utilizing the customization options available.
• Pricing
  The cost of using Screenful Metrics may be a concern for smaller teams or organizations with limited budgets, as ongoing fees can accumulate.
• Dependency on GitHub Data
  Since Screenful Metrics relies heavily on data from GitHub, any disruptions or changes in GitHub's API can potentially affect data accuracy and availability.
• Feature Limitations
  Some users might find that certain advanced features are not as robust as they need, potentially requiring supplementary tools to fill gaps.

• How do you prevent PRs from getting stuck in your teams?

  There are some tools like software.com's devtools suite. It can surface all your throughput metrics as well as give you a "pending reviews" view to see what's waiting. You can also set it up to ping you with things sit around for too long. Source: almost 4 years ago

Tracking Screenful Metrics for GitHub since Mar 2021.