Elevate your Engineering Team: Gain unparalleled Insight with the Team Benchmark Dashboard
A powerful way to view individual developer contributions benchmarked against overall team performance. This dashboard aims to provide clear context for individual work, help identify workflow trends and bottlenecks (such as in PR cycle times across coding, idle, review, and merge stages), and facilitate constructive, data-driven conversations. Key benefits include pinpointing inefficiencies, understanding workload distribution more effectively, and ultimately empowering teams to collaboratively improve their development processes and efficiency.
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Elevate your Engineering Team: Gain unparalleled Insight with the Team Benchmark Dashboard
A powerful way to view individual developer contributions benchmarked against overall team performance. This dashboard aims to provide clear context for individual work, help identify workflow trends and bottlenecks (such as in PR cycle times across coding, idle, review, and merge stages), and facilitate constructive, data-driven conversations. Key benefits include pinpointing inefficiencies, understanding workload distribution more effectively, and ultimately empowering teams to collaboratively improve their development processes and efficiency.

From startups to large enterprises, Keypup serves all the unique complexities related to project size, structure and teams, including:
The Team Benchmark Dashboard isn't just another metrics screen; it's a sophisticated comparative analytics tool designed to illuminate your team's unique development dynamics. It empowers you to:
- Understand True Contribution Context: See how individual developer metrics stack up against team averages and percentiles, providing a fair and nuanced perspective.
- Pinpoint & Eliminate Bottlenecks: Break down the entire Pull Request lifecycle – Coding, Idle, Review, and Merge times – to identify exactly where delays occur and take targeted action.
- Drive Process Optimization: Use concrete data to refine workflows, improve review quality, and enhance overall team velocity.
- Foster Constructive, Data-Informed Conversations: Equip your team with objective insights to discuss performance, workload, and growth opportunities collaboratively.
- Promote Fair Workload Distribution: Gain visibility into how tasks like code changes and review requests are spread across the team, ensuring balance and support.
Unlock Powerful Insights Across Your Entire Workflow
The Team Benchmark dashboard is intelligently structured to give you a comprehensive view across 3 topical sections.
Analyze Work Volume & Complexity
- What you get: Understand typical PR sizes (LoC) with team averages and 95th percentiles (to exclude outliers), plus individual LoC and commit trends.
- Your Advantage: Gauge if features are well-decomposed, identify individual activity patterns, and discuss workload contextually, without using LoC as a simplistic performance score.


Master your PR Cycle Times - End to end
- What you get: Detailed breakdowns of average PR cycle times (Total, Coding, Idle, Review, Merge) for the entire team and each developer. Visualize trends over time.
- Your Advantage: This is where the magic happens! Instantly see where PRs are spending the most time. Is it long coding phases? Extended waits for review? Slow review turnaround? Or delays in merging approved code? Compare individual patterns to team norms to identify specific areas for improvement and drastically reduce lead times.




Understand Collaborative Impact & Review Effectiveness
- What you get: Metrics on the average number of peer reviews and comments PRs receive, both team-wide and per developer, including breakdowns by author vs. others.
- Your Advantage: Assess the depth and engagement of your review process. Are PRs getting enough scrutiny? Is discussion collaborative and productive? Ensure your review culture is actively contributing to code quality and knowledge sharing.



Data for Growth, Not Judgement
We believe in using metrics to empower and improve. The Team Benchmark Dashboard is designed to:
- Highlight Opportunities: Uncover areas where individuals or the team can enhance skills or processes.
- Support Your Developers: Identify where additional support, mentorship, or resources might be needed.
- Improve Systemically: Focus on optimizing the entire development system, not just individual outputs.
- Provide Full Context: Always consider the nature of the work, project complexity, and individual circumstances alongside the data. Our configurable filters (reporting period, projects, target branches) ensure you see the data relevant to your context.
Ready to Transform Your Team's Performance and Foster a Culture of Continuous Improvement?
Stop navigating in the dark. The Team Benchmark Dashboard provides the actionable insights you need to build a faster, more efficient, and more collaborative engineering powerhouse.