List of the Top 25 Software Development Analytics Tools for Jira in 2025

The Cortex Internal Developer Portal empowers engineering teams to easily access insights regarding their services, leading to the delivery of superior software products. With the use of scorecards, teams can prioritize their key focus areas like service quality, adherence to production standards, and migration processes. Additionally, Cortex's Service Catalog connects seamlessly with widely-used engineering tools, providing teams with a comprehensive understanding of their architectural landscape. This collaborative environment enhances the quality of services while promoting ownership and pride among team members. Furthermore, the Scaffolder feature enables developers to quickly set up new services using pre-designed templates crafted by their peers in under five minutes, significantly speeding up the development process. By streamlining these tasks, organizations can foster innovation and efficiency within their engineering departments.

Jellyfish stands out as a premier platform for Software Development Analytics, designed to assist leaders in engineering, product management, and finance in fostering healthier and more effective R&D teams. Our platform delivers valuable insights into team well-being, resource allocation, and project delivery, while also providing tailored solutions to enhance the developer experience, facilitate software capitalization, and evaluate the effectiveness of AI tools such as Copilot, Cursor, and AmazonQ. Over 500 organizations, including notable names like GoodRX, Varo, Priceline, and PagerDuty, rely on Jellyfish to refine their engineering processes, allowing their teams to concentrate on what truly matters. Discover more at jellyfish.co.

Typo is an innovative software delivery management platform that leverages AI to provide tech teams with immediate insights into the software development life cycle (SDLC), automate code reviews, and offer valuable Developer Experience (DevEx) analytics, all designed to enhance coding quality, accelerate deployment, and align with business objectives. In just 30 seconds, you can seamlessly integrate Typo with your current toolset, including Git, project management systems, CI/CD, incident tracking, Slack, and more, empowering your teams with features like: - Instant SDLC visibility, DORA Metrics, and comprehensive Delivery Intelligence - Automated code reviews that identify vulnerabilities and implement auto-fixes - Insights into Developer Experience and identification of potential burnout areas Visit Typo's website today to kickstart your 14-day free trial and elevate your development process. Additionally, by harnessing Typo's capabilities, your tech teams can focus on innovation while reducing the time spent on manual tasks.

Waydev is a tool designed for Git analytics, catering to both engineers and executives, as it enables a shift from intuition-based to data-informed leadership. By examining your Git repositories, Waydev produces comprehensive reports and insights that shed light on engineering performance metrics and trends. This empowers teams to make more informed decisions and enhance their overall productivity.

We integrate and reformulate data from Git, releases, and projects to deliver instantaneous insights into project progress and team performance without requiring any manual interventions from developers. The Software Delivery Intelligence platform by LinearB meticulously examines numerous signals from your Git or project management systems every minute, pinpointing key areas for potential improvement within your team. This powerful tool is designed to enhance the speed of delivery for developers. It connects data from the development pipeline—including code, Git, projects, and CI/CD processes—to ensure that every team member enjoys increased visibility, context, and automated workflows, ultimately fostering a more efficient development environment. Additionally, this approach empowers teams to focus on their core tasks without the distraction of constant updates.

Velocity delivers comprehensive, context-rich analytics that empower engineering leaders to assist their team members, overcome obstacles, and enhance engineering workflows. With actionable metrics at their fingertips, engineering leaders can transform data from commits and pull requests into the essential insights needed to drive meaningful improvements in team productivity. Quality is prioritized through automated code reviews focused on test coverage, maintainability, and more, allowing teams to save time and merge with confidence. Automated comments for pull requests streamline the review process. Our 10-point technical debt assessment provides real-time feedback to ensure discussions during code reviews concentrate on the most critical aspects. Achieve perfect coverage consistently by examining coverage on a line-by-line basis within diffs. Avoid merging code that hasn't passed adequate tests, ensuring high standards are met every time. Additionally, you can swiftly pinpoint files that are frequently altered and exhibit poor coverage or maintainability challenges. Each day, monitor your advancement toward clearly defined, measurable goals, fostering a culture of continuous improvement. This consistent tracking helps teams stay aligned and focused on delivering high-quality code efficiently.

For an extended period, grasping project analytics proved to be both arduous and time-consuming, as it required the manual export of data from multiple productivity tools into spreadsheets. Screenful offers a much-needed remedy by automating these tedious analytics tasks. With its dynamic dashboards, customized charts, and automated reporting features, users can quickly access any necessary metrics at their convenience. The platform not only allows for the monitoring of current projects and recently closed issues but also aids in tracking vital metrics such as story cycle time and average lead time while pinpointing workflow bottlenecks. By closely observing inefficiencies, you can effectively compare completed tasks against those yet to be done. Additionally, it delivers forecasts grounded in your team's historical performance. Sharing insights is a breeze, whether through public or private links or scheduled communications via email or Slack. Screenful further enhances your analytical capabilities by easily integrating new tools and data sources into your workflow. To create a personalized chart, just head to the Charts tab and click on the option to add a new chart in the upper right corner; this will present you with a variety of chart templates to choose from. You can opt to build a chart from the ground up or select from existing designs, ensuring your data visualization requirements are met with efficiency. This versatility not only simplifies analytics but also significantly elevates project management practices, making Screenful an indispensable asset for teams aiming to improve their operational effectiveness. In an ever-evolving digital landscape, leveraging such tools is crucial for maintaining a competitive edge.

Allstacks leverages machine learning algorithms to evaluate data from the software delivery life cycle, identifying potential delivery risks, insights, and anticipated results for engineering teams. Our platform for value stream intelligence offers a comprehensive view across all your projects and tools by collecting and assessing historical work data and behavior from the most widely used engineering software available. With an incredibly user-friendly setup, you can get started in under two minutes. By consolidating all your tools and data into one intuitive platform, Allstacks enhances your engineering team’s efficiency and boosts their capacity to deliver exceptional software products effectively. Moreover, this integration fosters collaboration and streamlines processes, allowing teams to focus on innovation and quality.

Teamplify serves as a productivity tool specifically designed for software development teams. With its Team Analytics feature, you can monitor your team’s performance effectively. The Smart Daily Standup feature helps save precious time during meetings. Additionally, Effortless Time Tracking enables you to monitor the duration of task completion seamlessly. Planning for future absences is simplified with its Time Off management functionality. Moreover, Teamplify integrates effortlessly with your current team tools, including popular platforms such as GitHub, Jira, Slack, Zoom, Google, and many others, offering a total of 12 integrations to enhance your workflow.

Faros AI integrates operational data from various sources and enhances it with machine learning insights. Through the Faros AI Engineering Operations Platform, users can effectively leverage this information to boost productivity and improve the management of engineering workflows. With Faros AI, engineering leaders are empowered to scale operations with a focus on data-driven strategies, enabling them to pinpoint bottlenecks, track progress towards their goals, provide teams with necessary resources, and evaluate the long-term impact of their actions. The platform includes DORA Metrics by default and offers extensibility, allowing organizations to create bespoke dashboards and metrics for in-depth analysis of their engineering processes. This capability facilitates informed decision-making and proactive measures based on data insights. Numerous leading companies, such as Box, Coursera, GoFundMe, Astronomer, and Salesforce, have chosen Faros AI as their preferred engineering operations platform, highlighting its reliability and effectiveness in the field.

Pluralsight Flow aids engineering teams in enhancing software delivery by offering valuable insights derived from their code repositories and agile tools. By pinpointing and eliminating developer friction, teams can accelerate their product delivery and establish robust software development practices. Additionally, Flow grants engineering teams deeper insights into their workflow patterns, allowing them to detect bottlenecks, analyze trends, and ultimately enhance their overall performance. This tool not only improves the developer experience but also boosts the quality and swiftness of their output, ensuring a more efficient development process. Through continuous evaluation and adaptation, teams can foster an environment that promotes growth and innovation in their projects.

Logilica offers a cutting-edge platform designed for software engineering that caters to contemporary development teams aiming for rapid progress. This platform grants comprehensive visibility throughout the software development lifecycle, enhancing engineering efficiency and facilitating predictable delivery. Engineering leaders appreciate the ready-to-use insights from Logilica, as well as the integrated analytics that allow for tailored metrics and detailed reporting. With Logilica, teams can seamlessly track their performance and make data-driven decisions to optimize their workflows.

Plandek serves as a sophisticated analytics platform designed to enhance the efficiency and predictability of software engineering teams and their leaders. Recognized by industry authorities like Gartner and Forrester as a top global vendor, Plandek extracts valuable data from the tools utilized by delivery teams, enabling them to refine their delivery processes through insightful analytics and forward-looking predictions. By leveraging these capabilities, teams can significantly improve their operational performance and ensure they meet their project goals more effectively.

Boost your project's exposure, eliminate barriers, and speed up delivery schedules. By merging data from your Git repositories with project management systems, we generate clear reports that are rich in actionable insights and valuable metrics. Swiftly identify and tackle bottlenecks within your teams to avert any delays in project delivery. Examine essential aspects such as the duration of merge requests, the prevalence of high-risk merge requests, and intervals of team inactivity. Keep track of process enhancements to confirm that your changes yield positive results, removing any uncertainty from the equation. Cultivate a genuinely agile engineering atmosphere by easily identifying developers who are overstretched or facing hurdles, ensuring they receive the support they need. Reap the advantages of a robust business intelligence tool without the complexities of setting up and calculating metrics. Furthermore, create customized dashboards that emphasize the metrics and visual representations that matter most to you. Redirect your attention toward improving team and project results instead of merely overseeing developer productivity. Utilize DORA Metrics, which are backed by research, for deeper insights into your projects' speed and reliability, thereby promoting ongoing development. In the end, adopting this strategy not only enhances efficiency but also nurtures a more motivated and capable development team, driving innovation and success.

Identify and eliminate the barriers within your workflow that are impeding efficiency to ensure your project stays on course. To differentiate between what is factual and what is misleading, monitor cycle times closely and evaluate your progress regularly. Highlight the quick wins by contemplating simple changes that could significantly improve your workflow. Investigate the areas where bottlenecks arise and be proactive in identifying potential risks. Pay careful attention to those Hot Fix Pull Requests that might bypass the review process, as they could lead to unexpected complications. Our platform is designed to be both user-friendly and flexible, with all metrics customized to accommodate the specific dynamics of your team and workflows. Developing high-performing teams hinges on nurturing a data-driven culture and adopting continuous improvement (CI) practices through collaborative metrics that showcase team strengths beyond their job titles. A focus on data not only enhances team retention and satisfaction but also propels overall success. Encourage teamwork, break down knowledge barriers, and identify peak performance periods for your team. Moreover, make it a priority to invest in your team's training and development by addressing skill gaps and aligning initiatives with their interests, fostering a more engaged and motivated workforce. This dedication to educational growth will ultimately cultivate an environment ripe for ongoing improvement and innovation, creating a cycle of success that benefits everyone involved.

Enhancing the efficiency of an engineering organization can be achieved without sacrificing quality or culture. By leveraging tools and insights tailored for high-performing engineering teams, you can streamline processes effectively. Improvement becomes challenging if you lack measurable data. To facilitate progress and ensure alignment between engineering efforts and business objectives, it's vital to utilize essential engineering metrics, which can drive a culture of continuous improvement. It’s crucial to identify and eliminate any obstacles that hinder performance. Transparency plays a pivotal role in achieving insight, as gaining visibility into aspects such as flow, velocity, CI/CD practices, and code quality can significantly enhance understanding. Notably, traditional roadmaps often overlook as much as 60% of all ongoing work. Swarmia assists teams in prioritizing their most critical initiatives by highlighting how unplanned work, bugs, and scope changes impact their objectives. Continuous improvement is a hallmark of the most successful teams. By adopting and assessing effective working agreements, you can cultivate new habits within your team, ultimately empowering them to perform at their highest potential while fostering a collaborative environment. This approach not only enhances productivity but also strengthens team morale.

Hatica offers insightful analytics and streamlined workflows that enable engineering teams to excel in their performance. By integrating data from git, project management, and collaboration tools, you can uncover valuable insights into development processes that enhance team effectiveness. Monitor key metrics related to pull requests from their initiation to deployment, alongside code-review statistics, to pinpoint delays or areas ripe for enhancement. Important indicators such as deployment frequency, mean time to recovery (MTTR), and change failure rate serve as vital measures of DevOps success. A unified dashboard presents a comprehensive view of consolidated activities and metrics from git, project management systems, and CI/CD platforms, acting as a barometer for overall progress and efficiency. This allows you to analyze how engineering teams allocate their efforts, ensuring alignment with overarching business objectives. By centralizing all work-related data and progress in one dashboard, Hatica enhances transparency regarding team activities and the challenges they encounter, ultimately fostering a more informed operational environment. Such clarity can empower teams to make more strategic decisions that drive productivity and innovation.

Keypup's Development Intelligence layer emphasizes the extraction of insights from engineering operations, enabling users to explore, analyze, and customize real-time development data into various formats such as reports, visualizations, KPI widgets, and dashboards. This functionality allows organizations to swiftly contextualize their data, improve governance, and effectively propel growth. Striving to become a leader in development intelligence, Keypup provides engineering teams and software development stakeholders with essential tools to gain a deeper understanding of their development processes. Such comprehension is vital for scaling technical organizations while maintaining high standards of quality and efficiency, leading to faster time to market and sustainable growth. In addition, the platform promotes collaborative decision-making and strategic planning, which helps ensure that all team members are unified in their goals and methodologies. Ultimately, this alignment fosters a more cohesive and productive work environment, enhancing overall project outcomes.

Middleware significantly reduces the continuous need for follow-ups by engineering managers, facilitating smooth product delivery while effectively identifying workflow challenges that could hinder their teams. By seamlessly integrating with tools like GitHub, Calendar, and Jira, Middleware provides managers with crucial insights that enhance team management and protect engineers from burnout. It consolidates information to highlight key focus areas, whether they pertain to project timelines or team interactions. Through its analysis of pull requests, Middleware is able to pinpoint which reviewers might be causing holdups or if engineers are often waiting on feedback for their code modifications. Moreover, it brings attention to situations where team members are overwhelmed by excessive meetings and tight deadlines, thus helping to prevent fatigue and disengagement. The Middleware 1:1 feature offers an in-depth look at each developer's contributions, allowing managers to track areas in need of improvement and establish appropriate goals, which in turn supports their engineers' growth. This comprehensive strategy not only prioritizes team productivity but also emphasizes their overall well-being, fostering a thriving atmosphere for success. Consequently, Middleware empowers engineering managers to cultivate a stronger, more resilient team dynamic.

Axify offers innovative features rooted in the latest breakthroughs and studies in software engineering, specifically designed for development teams by a skilled group of developers. Our advanced algorithm produces accurate delivery estimates that mirror your team's activities while shedding light on potential challenges that may impact delivery schedules. Access real-time information regarding your team's ongoing tasks, the time invested in development activities, and how these efforts align with broader business objectives. Consolidate all your engineering metrics to enable well-informed decision-making, harmonize your development teams, and optimize your software delivery processes. By automatically collecting data throughout the entire software development lifecycle, you can attain a thorough understanding of your team's progress, which aids in more effective prioritization. Efficiently monitor engineering metrics and key performance indicators, while also gaining a transparent view of resource allocation within your development team. This comprehensive approach not only simplifies workflows but also cultivates an environment of continuous enhancement, ensuring that your teams are always striving for excellence in their work. Moreover, fostering this culture can lead to increased collaboration and innovation among team members, ultimately driving greater success for your projects.

Consolidate your code, tickets, and supplementary materials to achieve a holistic view of software development, all within one integrated platform. This system allows you to track various aspects such as the completion of scrum sprints, the precision of estimates, lead times, and the work-in-progress in kanban. You can also effortlessly oversee development time, manage cost capitalization, secure R&D credits, and ensure overall project completion. Moreover, bug-related metrics can be monitored, including Service Level Agreements (MTTR), failure change rates, review thoroughness, and total bug load, among others. You can further analyze pull request cycle times, ticket lead times, and the time spent in different statuses, as well as evaluate context switching and flow efficiency for more nuanced insights. Each of the built-in reports employs the minQL query language and is fully customizable. With the ability to access any field from any data source, you can create specific metrics using advanced formulas, including custom event cycle times. Set clear objectives and track your progress towards consistent software delivery with minware's vast array of scorecard metrics. Additionally, you can assess best practices regarding code and tickets, such as utilizing pull requests, conducting thorough code reviews, and linking branches to tickets to optimize project management. The platform also equips teams with the tools necessary to refine their workflows continuously, fostering improvement in software development methodologies. By leveraging these features, organizations can significantly enhance productivity and collaboration among their development teams.

Presenting an all-encompassing platform for engineering management that integrates vital metrics, AI-enhanced insights, developer feedback, and automation functionalities. Leverage important metrics, including DORA, cycle time, and flow, to evaluate various aspects such as velocity, quality, and productivity. Effortlessly connect every part of your technology stack with integrations to services like GitHub, Jira, CI/CD, and PagerDuty, among others. Utilize our user-friendly metric builder to construct customized metrics and set up dashboards that cater specifically to the unique requirements of your engineering team. Spot critical issues that require focus, such as bottlenecks, effective practices, and challenges faced by teams. Access comprehensive reports that showcase essential metrics and insights pertinent to your teams’ performance. Tailor reports to keep you informed about your team’s progress and major priorities. Achieve clarity regarding how your team's time is spent, whether dedicated to creating new features, engaging in knowledge transfer and learning operations (KTLO), or handling unforeseen tasks. Moreover, evaluate the engineering expenditures related to significant initiatives and client projects, facilitating strategic planning for future activities. This platform ensures that your engineering management approach is not only data-driven but also adaptable to the evolving needs of your organization.

Boost your team's productivity by leveraging insightful data that cultivates enhanced work processes and supports quality development. Teambit acts as a SEI platform that provides extensive visibility into team dynamics, allowing every participant, from top executives to software developers, to make choices informed by data. It integrates effortlessly with your existing tools, bringing all essential information together in one convenient place. By monitoring key metrics like DORA, you can detect obstructions and identify specific areas for improvement. This platform guarantees that leaders, developers, and product managers maintain a shared perspective, promoting cohesion towards shared goals. Teambit is customized to fit your team's unique workflows, fostering productivity while maintaining your established processes. Furthermore, it compiles data from all your development tools to present actionable insights within a single hub. With a focus on easy implementation, Teambit also incorporates historical data, offering your team an all-encompassing view from day one. The intuitive interface combined with robust analytics not only strengthens collaboration but also equips your team to reach their objectives with greater efficiency. In addition, the capability to visualize progress over time allows teams to adapt quickly and make strategic adjustments as necessary.

Codacy serves as an automated tool for code reviews, utilizing static code analysis to pinpoint issues, which in turn enables engineering teams to conserve time and address technical debt effectively. By integrating effortlessly with existing workflows on various Git providers, as well as platforms like Slack and JIRA through Webhooks, Codacy ensures that teams receive timely notifications regarding security vulnerabilities, code coverage, duplicate code, and the complexity of code with each commit and pull request. Additionally, the tool offers advanced metrics that shed light on the overall health of projects, team performance, and other key indicators. With the Codacy Command Line Interface (CLI), teams can perform code analysis locally, allowing them to access results without having to navigate to their Git provider or the Codacy web application. Supporting over 30 programming languages, Codacy is available in both free and enterprise versions, whether in the cloud or self-hosted, making it a versatile solution for various development environments. For more information and to explore its features, visit https://www.codacy.com/. Furthermore, adopting Codacy can significantly streamline your development process and enhance collaboration among team members.

Gather a thorough evaluation of your team's performance by centralizing all pertinent data in one place. With the help of our scanner, you can identify gaps and improve your future strategies. The DX Scanner dashboard compiles developer performance metrics from various sources, presenting the information in a unified format. Featuring intuitive dashboards, you can stay updated on your project's developments at all times. Plan your next steps to elevate both the quality of your software and the collaboration among your team members. You can access comprehensive reports that provide all crucial information whenever needed, helping you save time and focus on what is truly significant. Assess the quality of your product and address any weaknesses that come to light. Protect against potential security risks to secure your data and your clients' information. Organize all relevant data neatly on a clear dashboard while gaining insights into the technologies and libraries in use, revealing any technological shortcomings. Keep track of compliance with coding standards and stay aware of any security flaws in the libraries your team employs, ensuring that your development practices are both effective and safe. This all-encompassing strategy not only enhances your workflow but also cultivates an environment of continuous improvement and accountability within your team. Additionally, fostering transparency encourages team members to share insights and collaborate more effectively, ultimately driving better project outcomes.