Trusted by fast-growing companies around the world
Trusted by fast-growing companies around the world
How do they differ?
DX
Swarmia
Haystack
Span
Jellyfish
Waydev
LinearB
Faros AI
Sleuth
Pensero
Swarmia
Workflow visibility
DORA metrics
PR flow visibility
Limited
Cycle time optimization
Limited
Workflow bottleneck analysis
Limited
Performance intelligence
Complexity-weighted output measurement
Individual benchmarking
Team calibration
Non-code contribution measurement
Talent density insights
AI measurement
AI adoption visibility
AI delivery value measurement
AI defect cost tracking
Agent benchmarking
Limited
Swarmia and Pensero solve adjacent but fundamentally different problems.
Swarmia measures activity while Pensero focuses on understanding the complexity and magnitude of the problem behind your code.
How is Pensero different from Swarmia?
Can Pensero replace pure flow metrics like DORA and PR flow tracking?
Does Pensero help benchmark teams and individuals?
Can Pensero measure non-code contributions?
How does Pensero handle AI performance compared with Swarmia?
Who typically chooses Pensero over Swarmia?
How do they differ?
Pensero
Swarmia
Workflow visibility
DORA metrics
PR flow visibility
Limited
Cycle time optimization
Limited
Workflow bottleneck analysis
Limited
Performance intelligence
Complexity-weighted output measurement
Individual benchmarking
Team calibration
Non-code contribution measurement
Talent density insights
AI measurement
AI adoption visibility
AI delivery value measurement
AI defect cost tracking
Agent benchmarking
Limited
Swarmia and Pensero solve adjacent but fundamentally different problems.
Swarmia measures activity while Pensero focuses on understanding the complexity and magnitude of the problem behind your code.
How is Pensero different from Swarmia?
Can Pensero replace pure flow metrics like DORA and PR flow tracking?
Does Pensero help benchmark teams and individuals?
Can Pensero measure non-code contributions?
How does Pensero handle AI performance compared with Swarmia?
Who typically chooses Pensero over Swarmia?
DX
Swarmia
Haystack
Span
Jellyfish
Waydev
LinearB
Faros AI
Sleuth
Don’t just take our word for it
Focused team execution
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Proof over guessing
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
Enable team growth
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
Truly plug 'n play
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Focused team execution
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Proof over guessing
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
Enable team growth
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
Truly plug 'n play
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Focused team execution
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Proof over guessing
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
Enable team growth
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
Truly plug 'n play
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Pensero integrations
Go beyond code: understanding performance requires a 360° assessment
Your entire delivery stack, translated into comparable signals.
Get months of engineering performance data now
Get months of engineering performance data now
Get months of engineering performance data now
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