Uncover and Apply the Process Secrets of Elite Teams.
Benchmarks help you add perspective to how the best teams manage their processes and identify your strengths and opportunities for improvement.
Your guessing stops with AnalyticsVerse, get a historical view of your processes, compare them with industry standards, and get clear recommendations to start improving today.
Your guessing stops with AnalyticsVerse, get a historical view of your processes, compare them with industry standards, and get clear recommendations to start improving today.
Trusted by 400+ high-performing engineering teams
Why Benchmarks?
Benchmarks provide valuable context by allowing you to compare your team's performance to that of top-tier engineering teams. And enables you to pinpoint areas for improvement while also identifying strengths to maintain and build upon.
No fluff, Real Value
We do the heavy lifting of researching what drives true value by analyzing diverse engineering teams and implementing process changes that make an impact.
Traits of Elite Teams
Knowing how the high performing teams manage their processes, helps you clearly identify where to improve and precisely set goals and track progress in these areas.
Spanning your Entire SDLC
Get complete visibility into your engineering processes with benchmarks that span across your entire development lifecycle from planning to production.
Benchmarks Spanning Your Entire
Development Lifecycle
1
Planning and Management
Understand and Improve Planning
Sprint Completion Percent > 75%
Delivering software on time is crucial for engineering teams. A Sprint Completion Percent above 75% measures your team's predictability and ability to execute on sprint goals.
Making Progress vs Keeping the Lights On = 70/30
This benchmark helps you keep your ad-hoc tasks / operational overload under check and ensures you are investing most efforts in making progress and delivering customer value.
2
Development
Identify Development Patterns
Pull Requests Size < 400 LOCs
Smaller pull requests lead to both faster and more effective reviews, which leads to better engineering outcomes like faster delivery, and high stability in your systems.
Deployment Frequency and Commit Lead Time
Compare the speed of your development process with that of elite teams, by looking at DF and CLT benchmarks. Elite teams deploy at least once a day and have a lead time of < 1 day.
3
Code Review
Establish Best Code Review Practices
PR open time < 2 days
A positive indication for your review process, as your team can deliver value faster by quickly reviewing and merging code changes.
Review workload distribution
Review efforts should be well distributed across the team and not only on tech leads, peer review eliminates bottlenecks and dependency on a select few team members.
4
Team Dynamics
Insights Into Team Dynamics
Onboarding Time < 30 days
First impressions matter—new developers should make their first meaningful contribution within 30 days, signaling strong collaboration practices and a positive start.
Avg. Tenure > 16 months
A higher tenure is the best indicator of a positive work culture and high developer satisfaction. Having less than 16 months puts your team in the lowest quartile of engineering teams.
Why Trust These Benchmarks?
These benchmarks are based on well accepted frameworks like DORA and SPACE metrics and are also verified and enhanced by analyzing data of development processes across hundreds of engineering teams.
Commits Analyzed
9.8M
Pull requests Analyzed
2.5M
Sprints Analyzed
123k
Total deployments
1.4M
Developers data analyzed
25k
Join 400+ engineering teams driving change with AnalyticsVerse
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Up to 1 year of historical data
“Comparing with how elite teams do, puts so much perspective on what needs to change and how much.
We have been using benchmarks since the day it was launched on their platform. And it has quickly become the most valuable for our teams.”
We have been using benchmarks since the day it was launched on their platform. And it has quickly become the most valuable for our teams.”
Anuraag Guptaa | VP Engineering
Recommendations You Can Take Action On
Process recommendations for your team by combining the power of your historical data and benchmarks.
Historical Data + Benchmarks = Actionable Recommendations
How High-Performing Teams Do Engineering
“Benchmarks helped us quickly identify what we as a team are doing well and where we should improve.
The best part about this resource is it just doesn't state the obvious but goes deeper and gives you practical tips to improve”
The best part about this resource is it just doesn't state the obvious but goes deeper and gives you practical tips to improve”
Vivek Chhikara | Partner Engineering
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