# Developer Productivity Insights Buyer’s Scorecard > A step-by-step overview of how to measure DPI tool capabilities, use cases, solutions and best practices. _This is a markdown rendering of a live HTML page on linearb.io, generated for AI/LLM consumption — it is not a markdown-only site. To get the full HTML page instead, request this URL with an explicit `Accept: text/html` header (no wildcard, no markdown preference)._ [Resource Center](https://linearb.io/resources) # Developer Productivity Insights Buyer’s Scorecard As you move from tool discovery to scheduling demos, the Developer Productivity Insights Buyer’s Scorecard provides details into category capabilities, use cases, solutions and best practices when evaluating a purchase. In this guide you’ll find: Checkmark Evaluation Framework: A step-by-step overview of how to objectively measure every DPI tool your team is looking at. Checkmark Capabilities Breakdown: Prepare your team to evaluate the DPI capabilities that go beyond basic metrics dashboards. Checkmark Business Alignment Guide: Align on required integrations, compliance standards and security needs before moving into a full product trial. # Developer Productivity Insights Buyer’s Scorecard Download your free copy ![Cover of The Developer Productivity Insights Buyer's Scorecard](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1339/f_auto/q_auto/v1/buyers-scorecard-dpi-social?_a=BAVMn6ID0) ## Empowering the world’s most innovative engineering leaders ![Super.com Logo](https://assets.linearb.io/image/upload/c_fit,w_1920,h_321/f_auto/q_auto/v1/super-white_1_2?_a=BAVMn6ID0) ![Big ID Logo](https://assets.linearb.io/image/upload/c_fit,w_750,h_531/f_auto/q_auto/v1/logos/BigID-logo?_a=BAVMn6ID0) Download Your Free Copy ## Related Resources [![Cover image for The AI engineering productivity gap: how elite teams pull ahead in 2026](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_2026_AI_Benchmarks_fd0e41d857?_a=BAVMn6ID0)](https://linearb.io/resources/ai-engineering-productivity-gap) Guide [The AI engineering productivity gap: how elite teams pull ahead in 2026](https://linearb.io/resources/ai-engineering-productivity-gap) Elite AI teams nearly doubled their merge rate in 2026 while developers using no AI stalled. See the engineering productivity gap in LinearB's 2.7M-PR data. [![Cover image for Migrating from Appfire Flow: a practical guide for engineering teams](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Moving_beyond_flow_88c071e703?_a=BAVMn6ID0)](https://linearb.io/resources/appfire-flow-migration-guide) Guide [Migrating from Appfire Flow: a practical guide for engineering teams](https://linearb.io/resources/appfire-flow-migration-guide) Flow will cease operations in 2027\. If your team built workflows, dashboards, and quarterly reviews around Flow, you have a real problem on a fixed deadline. [![Cover image for Measuring Efficiency in the AI-Driven SDLC](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Build_Buy_049ef8c41c?_a=BAVMn6ID0)](https://linearb.io/resources/measuring-efficiency-in-sdlc) Guide [Measuring Efficiency in the AI-Driven SDLC](https://linearb.io/resources/measuring-efficiency-in-sdlc) Measuring efficiency in the AI-driven SDLC means tracking whether your whole software delivery system got faster and more reliable, not just whether developers... ## Structured data _Machine-readable metadata (JSON-LD) embedded in the page for search/AI context — not content rendered on the page itself._ ```json { "@context": "https://schema.org", "@type": "Organization", "name": "LinearB", "url": "https://linearb.io/", "logo": "https://assets.linearb.io/image/upload/v1715628027/logo-mark-lg.svg", "description": "LinearB is the engineering productivity platform that helps engineering leaders prove AI is improving throughput without sacrificing delivery confidence, flow efficiency, or developer experience.", "sameAs": [ "https://www.linkedin.com/company/linearb" ], "award": [ { "@type": "Award", "name": "LinearB is a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms", "dateAwarded": "2026", "awardedBy": { "@type": "Organization", "name": "Gartner®" } }, { "@type": "Award", "name": "Great Place to Work Certification", "dateAwarded": "2025-2027", "awardedBy": { "@type": "Organization", "name": "Great Place to Work" } }, { "@type": "Award", "name": "America's Best Startup Employers 2025", "dateAwarded": "2025", "awardedBy": { "@type": "Organization", "name": "Forbes Magazine" } } ], "hasCertification": [ { "@type": "Certification", "name": "SOC 1 Type 2" }, { "@type": "Certification", "name": "SOC 2 Type 2" }, { "@type": "Certification", "name": "GDPR Compliance certification" }, { "@type": "Certification", "name": "ISO 27001" } ] } ``` ## More on linearb.io ### Top navigation - [Book a Demo](https://linearb.io/book-a-demo) - [AI Code Reviews — Catch security risks, bugs, and spec mismatches](https://linearb.io/platform/ai-code-reviews) - [AI & Productivity Insights — See how AI tools affect cycle time and delivery speed](https://linearb.io/platform/ai-developer-productivity-insights) - [Measure AI Impact — Track AI adoption and tie it to delivery outcomes](https://linearb.io/use-case/measure-ai-impact) - [MCP Server — Chat with your data to spot patterns and boost output](https://linearb.io/platform/mcp-server) - [Resource Allocation — Cost initiatives and shape your investment strategy](https://linearb.io/platform/resource-allocation) - [Cost Capitalization — Capitalize engineering costs with audit-ready reports](https://linearb.io/platform/cost-capitalization) - [Dev Team Management — Set targets and tie throughput to business outcomes](https://linearb.io/platform/goals-and-reporting) - [DevOps Workflow Automation — Policy-based PR routing, approvals, and tests](https://linearb.io/platform/ai-workflow-governance) - [AI Powered Support — Unify AI and human code delivery in one clear view](https://linearb.io/use-case/ai-powered-support) - [Optimization — Surface friction with feedback and MCP insights](https://linearb.io/platform/developer-experience) - [Reporting — Spot what's working and what needs attention](https://linearb.io/use-case/measuring-developer-experience) - [Surveys — Turn developer feedback into actionable signals](https://linearb.io/platform/developer-surveys) - [Platform overview](https://linearb.io/platform/overview) - [Register now](https://linearb.io/event/engineering-productivity-gap) - [Customers](https://linearb.io/customers) - [Pricing](https://linearb.io/pricing) - [Why choose LinearB — Explore your data. 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