Best Software Development Analytics Tools

Jellyfish, a leading Software Development Analytics platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

CloudBees is a complete software delivery platform. Self-service scalable, repeatable, compliant workflows help developers innovate faster. See how we help you release faster better safer software. Manage, release, and measure features at scale. Visibility should be more than a singular pipeline. Orchestrate your software delivery business end to end. Learn why 'meta' orchestration is a game-changer. Measure, analyze, and communicate how software delivery impacts business performance. Get answers about software delivery analytics. Ensure assets are always compliant at every stage, including in production, and automatically know what risks must be addressed. Stop rewriting scripts, fixing bugs, and waiting for builds. Serve yourself with fast, secure workflows, and feature management. Automatically enforce governance, security, and compliance without hindering flexibility. You're confident and developers are happier. Treat software delivery as a business. Proactively manage risk.

We correlate and reconstruct Git, project and release data to provide real-time project insights and team metrics with zero manual updates or developer interruptions. LinearB’s Software Delivery Intelligence platform analyzes hundreds of signals every minute from your Git and project systems to highlight where you can do the most good for your team. Software Delivery Intelligence helps dev teams continuously accelerate delivery by correlating development pipeline data – code, git, projects, CI/CD – to provide visibility, context and workflow automation for every member of the team.

Velocity provides in-depth, contextual analytics that equip engineering leaders to support stuck team members, address team roadblocks, and streamline engineering processes. Actionable metrics for engineering leaders. Velocity turns data from commits and pull requests into the insights you need to make lasting improvements to your team’s productivity. Quality: Automated code review for test coverage, maintainability and more so that you can save time and merge with confidence. Receive automated code review comments on your pull requests. Our 10-point technical debt assessment provides real-time feedback, so you can save time and focus on what matters in your code review discussions. Get test coverage right, every time. See coverage line by line within diffs. Never merge code without sufficient tests again. At a glance, identify frequently changed files that have inadequate coverage and maintainability issues. Track your progress against measurable goals, day-by-day.

Allstacks uses machine learning models to analyze SDLC data for delivery risks and projected outcomes for engineering leaders. Our value stream intelligence platform illuminates insights across all your projects and tools. We gather and analyze past work data and behavior from the tools your team is already using, like Jira, GitHub, and Bitbucket. Getting started takes less than two minutes. Allstacks aggregates all of your tools and data into a single platform so you can accelerate your engineering team’s ability to ship great software.

Track software deployments through your remote team's complete DevOps stack. Improve uptime and stop change-related incidents before they ship. Provide you and your stakeholders visibility into the value of your releases with historical metrics and dashboards highlighting performance trends over time. Get full visibility and reporting across your team’s entire DevOps stack.

Faros AI connects the dots between your engineering data sources – ticketing, source control, CI/CD, and more – giving unprecedented visibility and insight into your engineering processes. Be amazed at what you can achieve with Faros AI. With Faros AI, engineering leaders can scale their operations in a more data-informed way — using data to identify bottlenecks, measure progress towards organizational goals, better support teams with the right resources, and accurately assess the impact of interventions over time. DORA Metrics come standard in Faros AI, and the platform is extensible to allow organizations to build their own custom dashboards and metrics so they can get deep insights into their engineering operations and take intelligent action in a data-driven manner. Leading organizations including Box, Coursera, GoFundMe, Astronomer, Salesforce, etc. trust Faros AI as their engops platform of choice.

Logilica is the software engineering intelligence platform for fast moving software development teams. Fusing DevOps and Git analytics Logilica enables software leaders with distributed teams to deliver faster, more predictably. One-click connectors and APIs to your existing platform tools to ingest engineering data without moving a finger or filling in a spreadsheet. Prebuilt reports and analytics for humans. Track and optimize your investment effort, risks, and delivery speed. Effortlessly, automatically. Benefit from our open ELT data pipeline to ingest your own data, define your own metrics and dashboards, and create custom insights in minutes. See predicted delays, where to unblock processes, and how to improve delivery flow.

Plandek is an intelligent analytics platform that empowers software engineering teams and leaders to deliver value faster and more predictably. Celebrated by Gartner and Forrester as a 'leading global vendor', Plandek mines data from delivery teams’ toolsets and gives them the opportunity to optimise their delivery process using both intelligent insights and predictive analytics. Co-founded in 2017 by Dan Lee (founder of Globrix) and Charlie Ponsonby (founder of Simplifydigital), Plandek is based in London and currently services the UK, Europe, the Middle East and North America.

Going beyond lines of code or the number of commits. Teams attempting to track developer productivity are more likely to complete their assigned tasks on time. The median S&P500 company suffers from significant losses per employee due to low productivity. More than one-third of engineering leads found it difficult to measure developer efficiency accurately. Standardized evaluation mechanism, irrespective of how diverse your tech stack is, to provide an accurate measurement of shipping velocity. Get access to a custom-built dashboard to track the shipping velocity of your engineers across different teams. We standardize the code evaluation mechanism across different programming languages. We provide you with an engineer performance index by which we compare your engineers with your industry peers of the same attributes. Understand how much of your engineers' time goes to fixing bugs or unplanned work.

Axify offers innovative features based on the latest trends and research in software engineering, designed by a development team for development teams. Our algorithm creates accurate delivery estimates based on your team's activity while giving you valuable insights into process issues that may impact delivery times. Quickly see what your teams are working on, how much time is allocated to development activities, and task alignment with corporate objectives. Get all your engineering metrics in one place to make informed decisions, align your development teams, and improve your software delivery processes. By automatically collecting data across your entire software development lifecycle, you'll get a clearer picture of your team's progress, allowing you to prioritize more effectively. Monitor engineering metrics and key performance indicators. Get an overview of resource allocation in your development team.

The all-in-one engineering management platform with metrics, AI insights, developer surveys and automations. ‍Metrics like DORA, cycle time, and flow. Measure velocity, quality, productivity and more. Connect all the tools from your tech stack. Integrations with GitHub, Jira, CI/CD, PagerDuty and more. Create custom metrics easily with our metric builder UI. Set up dashboards to match your engineering org’s needs. Understand things that require attention like bottlenecks, best practices, team issues etc. ‍Get reports covering important metrics and insights for your teams. Configure reports to stay informed on your team’s progress and priorities. ‍Understand how your team’s time is spent—whether on new features, KTLO, or unplanned work. See engineering costs to deliver important initiatives and client work.

Ship faster and improve team satisfaction with engineering analytics powered by your GitHub data. Analyze pull requests on the team level and get “NorthStar” metrics like cycle time, deployment frequency, and change failure rate to help you improve delivery. Quickly find bottlenecks like code review, experiment with changes like smaller pull requests or automated tests, and see the result.

Harness is an AI-native software delivery platform that helps engineering teams achieve excellence by automating and streamlining the entire software delivery lifecycle. It enables continuous integration, continuous delivery, and GitOps for multi-cloud, multi-region deployments with increased speed and reliability. Harness simplifies infrastructure as code, database DevOps, and artifact management to improve collaboration and reduce errors. The platform offers AI-powered testing, incident response, chaos engineering, and feature management to enhance quality and resilience. Harness also provides cloud cost management, security testing orchestration, and developer insights to optimize performance and governance. Trusted by leading enterprises, Harness accelerates innovation while reducing manual effort and risk.

Find your high points and overcome hidden bottlenecks. Actionable insights to improve efficiency and agile velocity in every stage of your DevOps lifecycle. Connect data across Jira, Jenkins, GitHub, GitLab, Azure DevOps, SonarQube & many more. Software metrics and insights for agile velocity, quality, security and data hygiene. Customizable dashboards with the ability to roll up or drill down into details. Build high-quality products faster, deliver customer-centric outcomes. Improve data hygiene, drive process efficiency. Build a culture of collaboration and appreciation, improve retention. Monitor quality of requirements definition, acceptance criteria, agile sprint plans. Automate issue routing & task reminders, reduce unproductive wait times. Early risk warnings on sprint slips. Make decisions based on customer impact. Timely reminders to accelerate PR reviews & merges, improve velocity. Conditionally automate repeated task sequences, reducing cognitive overload.

Expand DevOps success across the enterprise. Take the risk out of going fast and minimize friction to bring IT operations and development together. Simplify and scale enterprise DevOps while minimizing the risks of moving at speed. Connect teams to ServiceNow and speed up software development. Automate administrative tasks and bring ops and dev teams together. Extend DevOps value to quickly reach your business goals. Add connectivity, visibility, and traceability to existing toolchains, and drive collaboration with integrations. Automate change creation and approvals so you can deliver innovation at the pace your business needs, without compromising quality. Develop and deploy at speed while reducing risk. Automatically gather and connect information from the DevOps toolchain for app and infrastructure changes and maintain an audit trail, all in one place. Connect development tools to change management for automatic ticketing and approval.