Pensero vs Sleuth: Sleuth alternative for AI value








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[Book a demo](../book-demo)

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![](/framerusercontent/images/YGG3mQLe7axAoxrIwvspUSHg.png?width=3162&height=1789)

COMPETITORS

# Pensero vs Sleuth: govern your agents, then measure what they deliver

[Sleuth gives platform teams a control plane for agent skills, rules and MCP servers, alongside DORA metrics. Pensero answers the business question: what did each type of work deliver for its cost, and where should you invest next?](https://pensero.ai/?hubspotutk=c1f0028b99e7118bf1afb216a605208e&ph_distinct_id=019e8d19-544b-79b6-a444-7bdd504210fa&ph_session_id=019e9203-9740-7404-abba-85717098b081&ph_source=framer_landing#pr1)

[Let's talk](../book-demo)

![](/framerusercontent/images/YGG3mQLe7axAoxrIwvspUSHg.png?width=3162&height=1789)

COMPETITORS

# Pensero vs Sleuth: govern your agents, then measure what they deliver

[Sleuth gives platform teams a control plane for agent skills, rules and MCP servers, alongside DORA metrics. Pensero answers the business question: what did each type of work deliver for its cost, and where should you invest next?](https://pensero.ai/?hubspotutk=c1f0028b99e7118bf1afb216a605208e&ph_distinct_id=019e8d19-544b-79b6-a444-7bdd504210fa&ph_session_id=019e9203-9740-7404-abba-85717098b081&ph_source=framer_landing#pr1)

[Let's talk](../book-demo)

Measuring the agentic workforce at fast-growing companies around the world

![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558)

![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256)

![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958)

![](/framerusercontent/images/YWADDvxsYn0tU7GxPeIQdrsWrOk.png?width=2481&height=891)

![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)

Measuring the agentic workforce at fast-growing companies around the world

![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558)

![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256)

![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958)

![](/framerusercontent/images/YWADDvxsYn0tU7GxPeIQdrsWrOk.png?width=2481&height=891)

![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)

How do they differ?

DX

Swarmia

Span

Jellyfish

Waydev

LinearB

Faros AI

Larridin

Weave

Exceeds AI

GitHub Copilot

Pensero

Sleuth

AI adoption and usage tracking

Sleuth tracks agent skill usage; Pensero what that work delivered

AI spend and token cost tracking

Sleuth attributes token cost per skill; Pensero cost per delivered point

Delivered output weighted for size and complexity

Humans, AI-assisted engineers and agents on one scale

Cost per unit of delivered work

Cross-company benchmarks

Recommendations on what to do next

Level on the five levels, measured from delivery data

Forward-deployed engineers and transformation programme

[Let's talk](../book-demo)

## Sleuth and Pensero answer different questions.

**Sleuth** governs how agents are configured. **Pensero** measures what humans, AI tools and agents deliver for their cost, and what to change next.

What is the difference between Pensero and Sleuth?

Does Pensero track DORA metrics?

Do we need agent governance and measurement?

Can Pensero measure work from Cursor, Claude Code and Copilot?

What does Pensero recommend?

Is Pensero only for engineering managers?

How do they differ?

DX

Swarmia

Span

Jellyfish

Waydev

LinearB

Faros AI

Larridin

Weave

Exceeds AI

GitHub Copilot

Pensero

Sleuth

AI adoption and usage tracking

Sleuth tracks agent skill usage; Pensero what that work delivered

AI spend and token cost tracking

Sleuth attributes token cost per skill; Pensero cost per delivered point

Delivered output weighted for size and complexity

Humans, AI-assisted engineers and agents on one scale

Cost per unit of delivered work

Cross-company benchmarks

Recommendations on what to do next

Level on the five levels, measured from delivery data

Forward-deployed engineers and transformation programme

[Let's talk](../book-demo)

## Sleuth and Pensero answer different questions.

**Sleuth** governs how agents are configured. **Pensero** measures what humans, AI tools and agents deliver for their cost, and what to change next.

What is the difference between Pensero and Sleuth?

Does Pensero track DORA metrics?

Do we need agent governance and measurement?

Can Pensero measure work from Cursor, Claude Code and Copilot?

What does Pensero recommend?

Is Pensero only for engineering managers?

Don’t just take our word for it

- 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.”

  ![](/framerusercontent/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100)

  Jose-Luis Vilar

  Co-Founder and CPTO
- 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.”

  ![](/framerusercontent/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100)

  Jean-François Legourd

  Co-founder

  ![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)
- 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.“

  ![](/framerusercontent/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100)

  Natxo Treig

  Sr. Engineering Manager
- 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.”

  ![](/framerusercontent/images/UrBdU5BpuE6BAHI34cXsBu9Fp9k.webp?width=111&height=122)

  Ignasi Vegas

  Co-founder and CEO

  ![](/framerusercontent/images/UiC2Ux5hVDNyzQdp8UdkmdhA1U.png?width=996&height=352)
- 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."

  ![](/framerusercontent/images/0LhIHF3ESYD2sBmSP2jCPqatc.webp?width=300&height=200)

  Andrew Eye

  CEO and Founder

![Back Arrow](/framerusercontent/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](/framerusercontent/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right)

- 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.”

  ![](/framerusercontent/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100)

  Jose-Luis Vilar

  Co-Founder and CPTO
- 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.”

  ![](/framerusercontent/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100)

  Jean-François Legourd

  Co-founder

  ![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)
- 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.“

  ![](/framerusercontent/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100)

  Natxo Treig

  Sr. Engineering Manager
- 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.”

  ![](/framerusercontent/images/UrBdU5BpuE6BAHI34cXsBu9Fp9k.webp?width=111&height=122)

  Ignasi Vegas

  Co-founder and CEO

  ![](/framerusercontent/images/UiC2Ux5hVDNyzQdp8UdkmdhA1U.png?width=996&height=352)
- 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."

  ![](/framerusercontent/images/0LhIHF3ESYD2sBmSP2jCPqatc.webp?width=300&height=200)

  Andrew Eye

  CEO and Founder

![Back Arrow](/framerusercontent/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](/framerusercontent/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right)

- 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.”

  ![](/framerusercontent/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100)

  Jose-Luis Vilar

  Co-Founder and CPTO
- 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.”

  ![](/framerusercontent/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100)

  Jean-François Legourd

  Co-founder

  ![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)
- 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.“

  ![](/framerusercontent/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100)

  Natxo Treig

  Sr. Engineering Manager
- 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.”

  ![](/framerusercontent/images/UrBdU5BpuE6BAHI34cXsBu9Fp9k.webp?width=111&height=122)

  Ignasi Vegas

  Co-founder and CEO

  ![](/framerusercontent/images/UiC2Ux5hVDNyzQdp8UdkmdhA1U.png?width=996&height=352)
- 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."

  ![](/framerusercontent/images/0LhIHF3ESYD2sBmSP2jCPqatc.webp?width=300&height=200)

  Andrew Eye

  CEO and Founder

![Back Arrow](/framerusercontent/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](/framerusercontent/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right)

Pensero integrations

## Every human, AI tool and agent on one scale

Your repositories, tickets, chat and AI tools, from Copilot, Cursor and Claude Code to Devin, Factory and OpenHands, on one scale. No new workflow, no surveys.

![](/framerusercontent/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89)

![](/framerusercontent/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48)

![](/framerusercontent/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70)

![](/framerusercontent/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80)

![](/framerusercontent/images/z20qqiSV5xTSfJeTvJ84s0vP10M.png?width=3807&height=1012)

![](/framerusercontent/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66)

![](/framerusercontent/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79)

![](/framerusercontent/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111)

![](/framerusercontent/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91)

![](/framerusercontent/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80)

![](/framerusercontent/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105)

![](/framerusercontent/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103)

[Explore all integrations](../landing/integrations-tools)

## See what your AI investment is delivering, and what to do next

Get a baseline across humans, AI-assisted engineers and agents, using your own data.

[Let's talk](../book-demo)

[![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../)

© 2026

Platform

[Agentic ROI](../platform/agentic-roi)

[AI Deployment](../platform/ai-intelligence)

[Delivery Intelligence](../platform/delivery-intelligence)

new

use cases

[CEOs](./roles-ceo)

[CTOs](./roles-cto)

Company

[Careers](../careers)

[Blog](../blog)

[LinkedIn](https://www.linkedin.com/company/penseroai/)

[Support](../support)

OFFICES

[Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6)

[Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6)

[New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA)

San Francisco

SOON

legal

[Privacy policy](../privacy-policy)

[Cookie policy](../cookie-policy)

[Terms of service](../terms)

[DPA](../dpa)

[Security](https://pensero.trust.site/?ph_source=framer_landing)

![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20)

[![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../)

© 2026

Platform

[Agentic ROI](../platform/agentic-roi)

[AI Deployment](../platform/ai-intelligence)

[Delivery Intelligence](../platform/delivery-intelligence)

new

use cases

[CEOs](./roles-ceo)

[CTOs](./roles-cto)

Company

[Careers](../careers)

[Blog](../blog)

[LinkedIn](https://www.linkedin.com/company/penseroai/)

[Support](../support)

OFFICES

[Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6)

[Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6)

[New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA)

San Francisco

SOON

legal

[Privacy policy](../privacy-policy)

[Cookie policy](../cookie-policy)

[Terms of service](../terms)

[DPA](../dpa)

[Security](https://pensero.trust.site/?ph_source=framer_landing)

![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20)

[![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../)

© 2026

Platform

[Agentic ROI](../platform/agentic-roi)

[AI Deployment](../platform/ai-intelligence)

[Delivery Intelligence](../platform/delivery-intelligence)

new

use cases

[CEOs](./roles-ceo)

[CTOs](./roles-cto)

Company

[Careers](../careers)

[Blog](../blog)

[LinkedIn](https://www.linkedin.com/company/penseroai/)

[Support](../support)

OFFICES

[Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6)

[Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6)

[New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA)

San Francisco

SOON

legal

[Privacy policy](../privacy-policy)

[Cookie policy](../cookie-policy)

[Terms of service](../terms)

[DPA](../dpa)

[Security](https://pensero.trust.site/?ph_source=framer_landing)

![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20)