Pensero vs Faros AI: Faros alternative for AI value[Skip to content](#main) [Pensero](/) - Platform Measure - [Agentic ROICost per unit of delivered work](/platform/agentic-roi) - [AI DeploymentAdoption, output and quality of AI](/platform/ai-intelligence) - [Delivery IntelligenceOutput and flow by source](/platform/delivery-intelligence) Govern - [BenchmarkingCompare agents, models and humans](/platform/talent-benchmarking) - [Code QualityDefects and rework by source](/platform/code-quality) - [CapEx & FinanceCapitalization and spend allocation](/platform/capex-analysis) [Pensero MCPNewQuery your data from any assistant](/platform/mcp) - Use cases By role - [CEOs](/use-cases/roles-ceo) - [CTOs](/use-cases/roles-cto) - [CFOs](/use-cases/roles-cfo) - [Product leaders](/use-cases/roles-product-leaders) - [Engineering managers](/use-cases/roles-engineering-managers) - [Investors](/use-cases/roles-investors) Compare Pensero - [DX](/use-cases/competitors-dx) - [Swarmia](/use-cases/competitors-swarmia) - [Haystack](/use-cases/competitors-haystack) - [Span](/use-cases/competitors-span) - [Jellyfish](/use-cases/competitors-jellyfish) - [Waydev](/use-cases/competitors-waydev) - [LinearB](/use-cases/competitors-linearb) - [Faros AI](/use-cases/competitors-farosai) - [Sleuth](/use-cases/competitors-sleuth) - [Larridin](/use-cases/competitors-larridin) - [Weave](/use-cases/competitors-weave) - [Exceeds AI](/use-cases/competitors-exceeds-ai) - [GitHub Copilot](/use-cases/competitors-github-copilot) - [Customers](/customers) - [Sources](/integrations) - [Pricing](/#pricing) - Resources - [BlogNews, tips, and dev culture](/blog) - [ROI CalculatorEstimate your cost savings](/landing/roicalculator) [Log in](/auth/login/)[Book a demo](/book-demo) [Log in](/auth/login/)[Book a demo](/book-demo) Competitors # A Faros AI alternative that measures what the spend delivered Faros AI focuses on token economics, model routing and governance for AI coding spend. Pensero measures what the spend produced, not only how efficiently tokens were consumed, by connecting cost with delivered value and quality. [Book a demo](/book-demo) ## Measuring the agentic workforce at fast-growing companies around the world - ![Perk](/assets/perk.DIhhlz_V.svg) - [![ClosedLoop](/assets/closedloop.LndNNhWa.svg)](/customers/closedloop) - [![Stord](/assets/stord.BXJiX-0z.svg)](/customers/stord) - ![Tuio](/assets/tuio.DIcICsWC.svg) - [![Persuit](/assets/persuit.qooajJ_O.svg)](/customers/persuit) - [![SEAT CODE](/assets/seat-code.Y7Tj-94e.svg)](/customers/seatcode) - [![Cubbo](/assets/cubbo.DrZVo-Jj.svg)](/customers/cubbo) - ![Elfie](/assets/elfie.CMU2D-DP.svg) - ![Caravelo](/assets/caravelo.Bqd9IFLJ.svg) - ![ShopMy](/assets/shopmy.CzXp_cHg.svg) - ![iAhorro](/assets/iahorro.1UZLRwjC.svg) - ![Hum Capital](/assets/hum.DEUDy0_m.svg) - [![Exoticca](/assets/exoticca.PyF3BVAE.svg)](/customers/exoticca) - [![Zynap](/assets/zynap.Bwa6Rd5C.svg)](/customers/zynap) How do they differ? [DX](/use-cases/competitors-dx#how-they-differ)[Swarmia](/use-cases/competitors-swarmia#how-they-differ)[Haystack](/use-cases/competitors-haystack#how-they-differ)[Span](/use-cases/competitors-span#how-they-differ)[Jellyfish](/use-cases/competitors-jellyfish#how-they-differ)[Waydev](/use-cases/competitors-waydev#how-they-differ)[LinearB](/use-cases/competitors-linearb#how-they-differ)[Faros AI](/use-cases/competitors-farosai#how-they-differ)[Sleuth](/use-cases/competitors-sleuth#how-they-differ)[Larridin](/use-cases/competitors-larridin#how-they-differ)[Weave](/use-cases/competitors-weave#how-they-differ)[Exceeds AI](/use-cases/competitors-exceeds-ai#how-they-differ)[GitHub Copilot](/use-cases/competitors-github-copilot#how-they-differ) ## Faros AI and Pensero answer different questions. **Faros AI** optimizes and governs token spend. **Pensero** measures what that spend delivered, across all work, and what to do next. Pensero andFaros AI, feature by feature | Feature | Pensero | Faros AI | | --- | --- | --- | | AI adoption and usage trackingFaros tracks agent sessions and tokens; Pensero all delivered work | Yes | Yes | | AI spend and token cost trackingFaros optimizes token spend; Pensero shows what the spend delivered | Yes | Yes | | Delivered output weighted for size and complexity | Yes | No | | Humans, AI-assisted engineers and agents on one scale | Yes | No | | Cost per unit of delivered work | Yes | No | | Cross-company benchmarksFaros benchmarks via its GAINS diagnostic; Pensero on delivered value | Yes | Yes | | Recommendations on what to do nextFaros suggests model routes; Pensero says which work to delegate | Yes | Yes | | Level on the five levels, measured from delivery data | Yes | No | | Forward-deployed engineers and transformation programme | Yes | No | What is the difference between Pensero and Faros AI? Faros AI optimizes and governs token spend. Pensero measures what that spend produced: delivered work across humans, AI-assisted engineers and agents on one scale, with cost and quality, plus a recommendation on what to do next. Can Pensero cap our spend in Claude or Cursor? Pensero gives you the visibility and the rules, cost per delivered point by work type. Spend enforcement inside the tools is on the roadmap. Is cost per task enough to measure AI ROI? Not on its own. A cheaper task can still be low value or need rework. Pensero weights delivered work for size and difficulty and reads it next to quality. Does Pensero compare AI vendors? Yes. Pensero compares tools, models and agent vendors such as Devin, Factory and OpenHands on identical work and on the same scale as human engineers. Can Pensero run in our own cloud? Yes. Pensero runs in Pensero Cloud, an EU-based deployment, your own cloud account or on-premises. Is Pensero only for engineering managers? No. CTOs and VPs of Engineering use it to decide what to scale or delegate, CFOs to see cost per delivered point and R&D capitalization, and CEOs and boards for evidence on what AI investment is delivering. [Book a demo](/book-demo) ## 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.” ![](/assets/jose-luis-vilar.CHgGZxJa_ZoczGk.webp)Jose-Luis VilarCo-Founder and CPTO, Caravelo Live in one day > “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.” ![](/assets/jean-francois-legourd.DBibnSA8_Z1kLG2n.webp)Jean-François LegourdCo-founder, Elfie Conversations backed by evidence > “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.” ![](/assets/natxo-treig.Dh5pjaie_1lA7HF.webp)Natxo TreigSr. Engineering Manager, Perk From 70% to 30% maintenance > “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.” ![](/assets/ignasi-vegas.DEfJ5-MR_Zmg2tg.webp)Ignasi VegasCo-founder and CEO, Cubbo Top 5% globally, verified > “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.” ![](/assets/andrew-eye.BQqnuKla_1YTD2i.webp)Andrew EyeCEO and Founder, ClosedLoop 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. [Explore all integrations →](/integrations) - GitHub - GitLab - Bitbucket - Azure DevOps - GitHub Copilot - Cursor - Claude Code - Gemini Code Assist - OpenAI Codex - Devin - SonarQube - Jira - Linear - YouTrack - GitHub Projects - Confluence - Notion - Google Drive - Slack - Microsoft Teams - Google Chat - Google Calendar - Microsoft 365 Calendar - Okta 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