Best Development Analytics Tools

    Development analytics tools—sometimes referred to as Git analytics tools—provide high-level insights into development progress using historical data. Development team leads and managers can see information around bottlenecks, end-of-day or end-of-week progress, what areas of code get the most attention, trends, and more. This data can help teams improve efficiency and create quality results more quickly.

    Because development analytics tools are managerially aimed and focused on high-level metrics, you’re most likely to see them used alongside product management software and other analytics tools. These tools should integrate with source code management software as well.

    To qualify for inclusion in the Development Analytics Tools category, a product must:

    Integrate with one or more code repositories
    Consolidate a development team’s historical progress data in one place
    Highlight trends, important statistics, and KPIs

    Top 5 Development Analytics Tools

    • SonarQube
    • Waydev
    • Allstacks
    • Quality Clouds
    • Pluralsight Flow

    Compare Development Analytics Tools

    G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
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    (29)4.4 out of 5

    SonarSource products have innovative features to maximize quality and manage risk for both small and large software portfolios.

    (15)4.9 out of 5
    Entry Level Price:$449 1

    Waydev analyzes your codebase, PRs and tickets to help you bring out the best in your engineers' work.

    (13)4.9 out of 5

    Allstacks is the leading predictive forecasting and risk management solution for software development. We focus on business outcomes, not just metrics. By running machine learning and AI models across the data from the entire software development life cycle, Allstacks identifies at-risk initiatives then provides solutions to get them back on track. Our platform gathers and analyzes past work data and behavior from the tools your team is already using (i.e. Jira, GitHub, and Bitbucket), so gett

    (11)4.6 out of 5

    QC is a non-invasive cloud-based software that provides code analysis and development governance for your low-code cloud platforms allowing companies to deliver better and quicker.

    (11)4.2 out of 5

    GitPrime builds a suite of reports that engineering organizations of any size can use to debug their development processes, so engineers can spend less time waiting on others and more time working on what matters.

    (6)4.8 out of 5

    Jellyfish is the leading Engineering Management Platform, providing complete visibility into engineering organizations, the work they do, and how they operate. By analyzing engineering signals from Git and Jira and contextual business data from roadmapping, incident response, HR, calendar, and collaboration tools, Jellyfish enables engineering leaders to align engineering decisions with business initiatives and deliver the right software, efficiently, on time. With Jellyfish, engineering leaders

    (5)4.9 out of 5

    Haystack aggregates activity in git to help you visualize trends, identify blockers, optimize code reviews and ship code faster.

    (6)4.4 out of 5
    Entry Level Price:$0

    Codacy automates code reviews and monitors code quality on every commit and pull request reporting back the impact of every commit or pull request, issues concerning code style, best practices, security, and many others. It monitors changes in code coverage, code duplication and code complexity. Saving developers time in code reviews thus efficiently tackling technical debt. JavaScript, Java, Ruby, Scala, PHP, Python, CoffeeScript and CSS are currently supported. Codacy is static analysis withou

    (3)4.8 out of 5
    Entry Level Price:$39 2 dashboards

    Screenful is the easiest way to get visual dashboard and automated team status reports to keep every stakeholder updated on the status of a project. Screenful integrates with most common task management tools like Jira or Trello, GitLab and Asana, and builds reports and insights based on your projects and tasks. It’s an out-of-the-box dashboard with minimal setup needed from the user. WIth Screenful dashboards, users can track things like team velocity, task/issue lead & cycle times, cu

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    Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application's most expensive lines of code.

    0 ratings

    Bitergia is an open source solution offering tools to create and share analytics dashboards.

    0 ratings

    Provides visibility into your entire software development lifecycle so that you can remove bottlenecks and maximize the output of your engineering organization.

    0 ratings

    Code Time is an open source plugin that provides programming metrics right in Visual Studio Code.

    0 ratings

    Duecode is like an analytics dashboard for code projects. It watches your team's code repositories on services like GitHub, tracking things like user-by-user code commits over time, ticket activity, and how different team members tackle things like pull requests. Duecode aggregates historical git data and gives you valuable insights into your engineering teams' workflow patterns. With Duecode, you don’t have to be a developer to understand code quality.

    0 ratings

    Gitalytics transforms your raw data from repos, code reviews and tickets into actionable takeaways, empowering you to bring out the best in your engineers and teams. Gain valuable insights to proactively provide feedback to teams and management. Gitalytics transforms your repos, code reviews and tickets into easy to understand and usable unified reports.

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    Measure. Improve. Repeat. GitClear enables data-minded managers to make informed decisions that optimize their dev team's throughput.

    0 ratings

    LinearB is the operating system for dev teams. We correlate facts from Git and project tools to empower smarter decisions, continuous delivery improvement, and stronger team health. Our OS includes 4 apps: 1) fully automated project board updated by Git activity, 2) purpose-built devboards for stand-up, bug triage and retro, 3) Slack alerts for stuck and risky branches/PRs and 4) team-based performance metrics.

    0 ratings

    Logilica Insights is the software development leadership platform for the whole enterprise. Logilica actively scans source code, commit histories, issue tracking systems and integrates with your existing DevSecOps tools data to create a 360° view of your engineering efficacy. Logilica Insights helps you to drive development velocity, delivery and security. Out of the box Logilica connects to your existing eco systems of repositories such GitHub, GlitLab or Bitbucket, your CI systems such as Tra

    0 ratings

    COBOL Analyzer provides a complete array of analysis, intelligence, and reporting tools designed for Micro Focus COBOL applications.

    0 ratings

    Protect the investments you’re making in enterprise IT projects and software development. With Software Asset Management, you’ll be able to manage your software development lifecycle efficiently and ensure that bespoke software solutions become true assets to your business

    0 ratings

    Numerifys SDA application helps gain immediate visibility into SDLC processes by leveraging critical data trapped in development and testing tools.

    0 ratings

    source{d} is the only end-to-end Engineering Observability platform to provide executives with actionable insights about their codebases, software development processes and teams. source{d} not only helps enterprises improve their engineering effectiveness and efficiency but also their IT modernization, DevOps adoption and engineering talent management efforts. A remote-first company with offices in San Francisco, Seattle and Madrid, source{d} has raised $12 million from Frst VC, Heartcore Capit

    0 ratings

    SourceLevel is a SaaS product that helps developers, managers, CTOs, and all companies with visibility on their development flow by using metrics and providing automated code review. It's Analytics for software development. Stop the guesswork, and start making data-based decisions.

    0 ratings

    Building software is not just about writing code. It's also about communications - setting goals, analyzing requirements, providing timely updates. When everyone's remote by default, there are even extra challenges. Stay on top of it with Teamplify. See activity from your Git repos, Jira, Trello, Slack, and Zoom, all in one place. Identify stuck progress, configure alerts, and manage time off.

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    Check out the G2 Grid® for the top Development Analytics Tools products. G2 scores products and sellers based on reviews gathered from our user community, as well as data aggregated from online sources and social networks. Together, these scores are mapped on our proprietary G2 Grid®, which you can use to compare products, streamline the buying process, and quickly identify the best products based on the experiences of your peers.
    Leaders
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    Niche
    SonarQube
    Pluralsight Flow
    Waydev
    Allstacks
    Quality Clouds
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