Measure engineering performance in real-time | Pensero [Login](/auth/login/) [Let's talk](../../book-demo) [Login](/auth/login/) [Let's talk](../../book-demo) [Let's talk](../../book-demo) [Login](/auth/login/) # Do you know if you have the best engineering team? **Pensero Benchmark** **shows exactly where your engineering org stands** against real global peers from, on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/vdzUdtrqK1m0c0HRTSNMtU0sENs.png?width=6113&height=4501) # Do you know if you have the best engineering team? **Pensero Benchmark** **shows exactly where your engineering org stands** against real global peers from, on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/vdzUdtrqK1m0c0HRTSNMtU0sENs.png?width=6113&height=4501) # Do you know if you have the best engineering team? **Pensero Benchmark** **shows exactly where your engineering org stands** against real global peers from, on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/vdzUdtrqK1m0c0HRTSNMtU0sENs.png?width=6113&height=4501) Companies that trust Pensero. - ![](https://framerusercontent.com/images/iT4kkwJk5VG45nAfIrhFL4F95JA.png?width=256&height=256) - ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) - ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) - ![](https://framerusercontent.com/images/UiC2Ux5hVDNyzQdp8UdkmdhA1U.png?width=996&height=352) ### **Every leadership team is being asked the same question:** #### **"Are we competitive?"** #### But no answer to the only question that matters: ***Compared to who?*** "*I was being told (by the board) we were slow to ship, but I didn’t have any visibility as to why that was. **Now** **our entire team is above the 80th percentile**.***"** ![](https://framerusercontent.com/images/AHs6IWTn5abIu7zRoWaylyPoesQ.jpg?width=1200&height=800) **Andrew Eye** CEO and Founder ClosedLoop ### Other benchmarks are built on opinions. Pensero is built on reality. ### Other benchmarks are built on opinions. Pensero is built on reality. **Others benchmarks rely on:** - Self-reported surveys - Generic industry reports - Vanity metrics (PRs, deploys, activity) **Pensero benchmarks:** - Real production data - Complexity-weighted delivery - Actual engineering outcomes #### So when you see a percentile, **it means something.** #### So when you see a percentile, **it means something.** ### **Measure where you stand across 6 dimensions** ### **Measure where you stand across 6 dimensions** Know if your team is actually productive **More output doesn’t always mean more impact.** **Pensero shows:** - Delivery per headcount - Innovation rate - Capitalizable output **So you can answer**Are we truly productive or just busy? ![](https://framerusercontent.com/images/csahG34IYtMvWGDg2YwPJylQ.png?width=3356&height=2444) Know if your team is actually productive **More output doesn’t always mean more impact.** **Pensero shows:** - Delivery per headcount - Innovation rate - Capitalizable output **So you can answer**Are we truly productive or just busy? ![](https://framerusercontent.com/images/csahG34IYtMvWGDg2YwPJylQ.png?width=3356&height=2444) ![](https://framerusercontent.com/images/ooC4aH0awd07zray52Cg0rCwtM4.png?width=3356&height=2444) Know if speed is real or perceived **Shipping faster is easy to claim, hard to prove.** **Pensero shows:** - Cycle time **So you can answer:** Are we actually moving faster or just shifting work around? ![](https://framerusercontent.com/images/ooC4aH0awd07zray52Cg0rCwtM4.png?width=3356&height=2444) Know if speed is real or perceived **Shipping faster is easy to claim, hard to prove.** **Pensero shows:** - Cycle time **So you can answer:** Are we actually moving faster or just shifting work around? Know if quality is holding or breaking **AI makes speed easier. Quality harder.** **Pensero shows:** - Defect rate - Knowledge gaps **So you can answer:** Are we getting faster or creating future problems? ![](https://framerusercontent.com/images/KIKVkKgXxomQ6EaDXzuWN5hdo.png?width=3356&height=2440) Know if quality is holding or breaking **AI makes speed easier. Quality harder.** **Pensero shows:** - Defect rate - Knowledge gaps **So you can answer:** Are we getting faster or creating future problems? ![](https://framerusercontent.com/images/KIKVkKgXxomQ6EaDXzuWN5hdo.png?width=3356&height=2440) ![](https://framerusercontent.com/images/8WEqpruNOrDazIrhagZIYqqPFvk.png?width=3356&height=2444) Know if AI is improving output or just inflating activity **Adoption is visible. Impact is not.** **Pensero shows:** - AI-assisted code **So you can answer:** Is AI making us better or just increasing volume? ![](https://framerusercontent.com/images/8WEqpruNOrDazIrhagZIYqqPFvk.png?width=3356&height=2444) Know if AI is improving output or just inflating activity **Adoption is visible. Impact is not.** **Pensero shows:** - AI-assisted code **So you can answer:** Is AI making us better or just increasing volume? Know if your team is structured to scale **Performance it’s systemic, not only about individuals.** **Pensero shows:** - Contribution distribution - Collaboration intensity - Review effectiveness **So you can answer:** Do we have a scalable team or hidden bottlenecks? ![](https://framerusercontent.com/images/JG1XIIWkyUxnvSFecRRAKj8HY.png?width=3356&height=2444) Know if your team is structured to scale **Performance it’s systemic, not only about individuals.** **Pensero shows:** - Contribution distribution - Collaboration intensity - Review effectiveness **So you can answer:** Do we have a scalable team or hidden bottlenecks? ![](https://framerusercontent.com/images/JG1XIIWkyUxnvSFecRRAKj8HY.png?width=3356&height=2444) ![](https://framerusercontent.com/images/X6JIsbmcrOEpm8Q2sycvD2T7k.png?width=3356&height=2444) Know if your engineering investment makes sense **Engineering is one of your largest costs.** **Pensero shows:** - Delivery per headcount - Capitalizable output - Defect rate **So you can answer:** Are we getting the return we should from what we spend? ![](https://framerusercontent.com/images/X6JIsbmcrOEpm8Q2sycvD2T7k.png?width=3356&height=2444) Know if your engineering investment makes sense **Engineering is one of your largest costs.** **Pensero shows:** - Delivery per headcount - Capitalizable output - Defect rate **So you can answer:** Are we getting the return we should from what we spend? One scorecard. Full picture. Evaluate talent and collaboration. Performance is not just output. **You don’t just see where you are:** - 10 performance dimensions - Percentile ranking (0–100) - 6-month trend vs peers **You see:** - If you’re catching up - Pulling ahead - Or falling behind - Who is driving impact - How work actually gets done ![](https://framerusercontent.com/images/OEyXWgjgszoUoFXxwr81UE9M.png?width=5977&height=4401) ![](https://framerusercontent.com/images/OEyXWgjgszoUoFXxwr81UE9M.png?width=5977&height=4401) ### Your journey to clarity ### No surveys. No setup. No bias. **Day 1** **Connect your tools.**Data starts syncing. **Week 1** **See your first comparisons** across teams and cohorts. **Month 1** **Make decisions on AI,** hiring, and performance with confidence. What does a percentile score actually mean? How do you ensure fair comparisons across different teams and companies? Can I track improvement over time? Can I measure the impact of AI adoption? ### See the product in action See how Pensero turns raw engineering activity into clear, actionable insight you can use tomorrow. Know what’s working, fix what’s not, and make better decisions with confidence. [Let's talk](../../book-demo) ### See the product in action See how Pensero turns raw engineering activity into clear, actionable insight you can use tomorrow. Know what’s working, fix what’s not, and make better decisions with confidence. 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