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/) # Stop guessing who’s performing. Start proving it. **Internal reality is what drives your decisions.** Pensero lets you compare any team, cohort, or individual side by side on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/FT96xlyTyeAAJZloQk43YpUwqbg.png?width=4344&height=3504) # Stop guessing who’s performing. Start proving it. **Internal reality is what drives your decisions.** Pensero lets you compare any team, cohort, or individual side by side on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/FT96xlyTyeAAJZloQk43YpUwqbg.png?width=4344&height=3504) # Stop guessing who’s performing. Start proving it. **Internal reality is what drives your decisions.** Pensero lets you compare any team, cohort, or individual side by side on real delivery, quality, and AI impact. Let's talk ![](https://framerusercontent.com/images/FT96xlyTyeAAJZloQk43YpUwqbg.png?width=4344&height=3504) 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) ![](https://framerusercontent.com/images/w9ORnLPhDbkfpYGqLycJoJ4BAU.png?width=9686&height=2583) From feelings to facts "It was more like a feeling… that person is good or not, but it was definitely not based on fact. **I needed a tool that could help me see where I stand… compared to other companies and how my people evolve.** We really have a complete view… like if I was sitting next to all of my developers and I could really check what they were doing. I can see the percentage of code written by AI… and the value of the work, not just the number of lines. **You ensure to motivate and keep the right people… because you know exactly who is doing the job."** ![](https://framerusercontent.com/images/UrBSeB8Y9Y7hu4AMznDx1wGojk.png?width=1024&height=884) ![](https://framerusercontent.com/images/8NDKdcR5aZSYXHmALmTQCuFUxus.png?width=1024&height=1024) ![](https://framerusercontent.com/images/AHs6IWTn5abIu7zRoWaylyPoesQ.jpg?width=1200&height=800) **Morgan Siffert** CTO and Co-Founder Smeetz ### Other tools show activity. Pensero shows relative performance. **Other tools show:** - PRs merged - Tickets closed - AI adoption rates **Pensero show:** - Contribution imbalances across the team - Knowledge silos and gatekeeping patterns - Review effectiveness and speed gaps ### **One view to compare teams, people, and cohorts** Compare any group, not just teams **Org charts don’t answer real questions.** **Pensero lets you compare:** - New hires vs tenured engineers - Contractors by vendor - Remote vs onsite - Seniors vs mid-levels - Any cohort you can define If you can describe the group, you can compare it. ![](https://framerusercontent.com/images/UQUw9QmvR9F8BjzYUqlmAzjkOqk.png?width=3772&height=2120) Compare any group, not just teams **Org charts don’t answer real questions.** **Pensero lets you compare:** - New hires vs tenured engineers - Contractors by vendor - Remote vs onsite - Seniors vs mid-levels - Any cohort you can define If you can describe the group, you can compare it. ![](https://framerusercontent.com/images/UQUw9QmvR9F8BjzYUqlmAzjkOqk.png?width=3772&height=2120) ![](https://framerusercontent.com/images/mo8mmgawk9U2BJ3FGnnltGLKI.png?width=3096&height=2068) Calibrate performance across individuals **Move from subjective reviews to evidence-based decisions.** **Compare:** - Individual vs team average - Individual vs peers - Individual vs industry **Use it for:** - Promotions - Performance reviews - Probation assessments - Identifying top performers and support needs ![](https://framerusercontent.com/images/mo8mmgawk9U2BJ3FGnnltGLKI.png?width=3096&height=2068) Calibrate performance across individuals **Move from subjective reviews to evidence-based decisions.** **Compare:** - Individual vs team average - Individual vs peers - Individual vs industry **Use it for:** - Promotions - Performance reviews - Probation assessments - Identifying top performers and support needs Analyze any cohort you define **Go beyond org charts and answer real operational questions.** **Compare:** - AI adopters vs non-adopters - Humans vs AI-generated work - Contractors by vendor - New hires vs tenured engineers - Remote vs onsite - Senior vs mid-level If you can define the group, you can compare it. ![](https://framerusercontent.com/images/2WMeTtOv4Q5I3pBVRW4sfFGQc.png?width=3108&height=3144) Analyze any cohort you define **Go beyond org charts and answer real operational questions.** **Compare:** - AI adopters vs non-adopters - Humans vs AI-generated work - Contractors by vendor - New hires vs tenured engineers - Remote vs onsite - Senior vs mid-level If you can define the group, you can compare it. ![](https://framerusercontent.com/images/2WMeTtOv4Q5I3pBVRW4sfFGQc.png?width=3108&height=3144) ![](https://framerusercontent.com/images/x4OUhivgd2tT2wuUdpibXlVdY.png?width=1832&height=1260) Compare teams side by side **See how your teams actually perform relative to each other.** **Compare:** - Backend vs Frontend vs Platform vs Mobile - Delivery per headcount - Defect rate - AI adoption - Collaboration patterns Patterns surface instantly — no digging, no interpretation layers. ![](https://framerusercontent.com/images/x4OUhivgd2tT2wuUdpibXlVdY.png?width=1832&height=1260) Compare teams side by side **See how your teams actually perform relative to each other.** **Compare:** - Backend vs Frontend vs Platform vs Mobile - Delivery per headcount - Defect rate - AI adoption - Collaboration patterns Patterns surface instantly — no digging, no interpretation layers. Always with real context **Numbers only matter in comparison, never in isolation.** **Every view includes:** - Company average - Industry median Understand if performance is strong, weak, or just average, instantly. ![](https://framerusercontent.com/images/1P8MEgQTjcu1Qgc2B43baoQeRc.png?width=2792&height=1932) Always with real context **Numbers only matter in comparison, never in isolation.** **Every view includes:** - Company average - Industry median Understand if performance is strong, weak, or just average, instantly. ![](https://framerusercontent.com/images/1P8MEgQTjcu1Qgc2B43baoQeRc.png?width=2792&height=1932) Built for decisions, not dashboards Evaluate talent and collaboration. Performance is not just output. - Up to 10 groups side by side - 11 performance metrics - Who is driving impact - How work actually gets done - Drill-down into every metric - Who is driving impact - How work actually gets done **Color-coded scoring** *(Above/below company & industry)* ![](https://framerusercontent.com/images/XhJIU9sNe8omrqcQ0DrTq0TW14.png?width=4344&height=3540) ![](https://framerusercontent.com/images/XhJIU9sNe8omrqcQ0DrTq0TW14.png?width=4344&height=3540) ### Your journey to clarity **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. Can I compare more than just teams? How is this different from standard engineering metrics tools? How do you account for teams working on different complexity levels? Can I measure the impact of AI adoption? Where does the industry benchmark come from? ### 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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