Best Software Development Analytics Tools for Jira

Cortex is the AI-powered Internal Developer Portal that helps engineering leaders build organizations that ship reliable, secure, and efficient software, faster. Scorecards allow teams to focus on what is most important to them, such as service quality, production ready standards, and migrations. Cortex's Service Catalog integrates with popular engineering tools to give teams an easy way of understanding everything about their architecture. Teams help organizations improve service quality while fostering a sense ownership and pride. Scaffolder allows developers to scaffold a new service using templates created by your team in less than five minute.

Jellyfish stands out as a premier platform for Software Development Analytics, designed to empower leaders in engineering, product, and finance to cultivate robust and high-performing R&D teams. We provide valuable insights into team dynamics, resource allocation, and project delivery, while delivering tailored solutions that enhance developer experiences, refine software capitalization processes, and assess the effectiveness of AI tools such as Copilot, Cursor, and AmazonQ. With over 500 organizations and 11,000 engineering teams—including prominent names like GoodRX, Varo, Priceline, and PagerDuty—relying on Jellyfish, we help optimize engineering workflows, allowing teams to concentrate on their core objectives. Discover more at jellyfish.co.

Typo is an AI-powered software delivery management platform that empowers tech teams with real-time SDLC visibility, automated code reviews & DevEx insights to help them code better, deploy faster & stay true to their business goals. Connect Typo with your existing tool stack (Git, Project management, CI/CD, Incidents, Slack, etc) within 30 seconds & enable your teams with: - Real-time SDLC visibility, DORA Metrics & Delivery Intelligence - Automated code reviews, vulnerabilities & auto-fixes - Developer Experience insights & potential burnout zones Start your 14-day free trial now by visiting Typo's website.

What is Waydev? Waydev is a Git Analytics tool for engineers and executives that helps them move from feeling-driven to data driven leadership. Waydev analyzes your Git repos and generates reports and insights about engineering performance.

We combine and reconstruct Git, release and project data to provide real-time project insight and team metrics. This is done with no manual updates or interruptions to developers. LinearB's Software Delivery Intelligence platform analyzes hundreds if not thousands of signals from your Git or project systems every minute to highlight areas where you can make the most impact on your team. Software Delivery Intelligence is a tool that helps developers accelerate their delivery. It correlates development pipeline data (code, git, projects and CI/CD) to provide visibility, context, and workflow automation for each member of the team.

Velocity provides detailed, contextual analytics that enable engineering leaders to help their team members, resolve team roadblocks and streamline engineering processes. Engineering leaders can get actionable metrics. Velocity transforms data from commits to pull requests into the insights that you need to make lasting improvements in your team's productivity. Quality: Automated code reviews for test coverage, maintainability, and more so you can save time and merge with confidence. Automated code review comments for pull requests. Our 10-point technical debt assessment gives you real-time feedback so that you can focus on the important things in your code review discussions. You can get perfect coverage every time. Check coverage line-by-line within diffs. Never merge code again without passing sufficient tests. You can quickly identify files that are frequently modified and have poor coverage or maintainability issues. Each day, track your progress towards measurable goals.

For a considerable duration, understanding project analytics was both challenging and labor-intensive, necessitating the export of data from various productivity platforms into spreadsheets. Screenful emerges as a solution that streamlines this cumbersome process by automating the manual tasks associated with analytics. With its impressive dashboards, tailored charts, and scheduled reports, you can effortlessly obtain any metrics you require at a moment’s notice. The platform allows you to monitor ongoing projects and recently resolved issues while also enabling you to track your story cycle time, average lead time, and identify any bottlenecks in the workflow. By keeping a close eye on waste, you can measure completed work against remaining tasks. Furthermore, it provides forecasts that are based on your team's past performance. Insights can be effortlessly shared using public or private links, or communicated via email or Slack on a personalized schedule. Screenful also facilitates the seamless integration of new tools and data sets into your analytics workflow. To create a custom chart, simply navigate to the Charts tab and select the option to add a new chart located in the upper right corner; this will open a modal displaying various chart templates. You have the flexibility to design a chart from scratch or to choose from a selection of predefined options, ensuring that your data visualization needs are met efficiently. This adaptability makes Screenful an essential tool for enhancing project management and analytics practices.

Allstacks uses machine learning models to analyze software delivery life cycle data for delivery risks, insights, and projected outcomes for engineering stakeholders. Our value stream intelligence platform provides insights across all your projects and tools. Gathering and analyzing past work data and behavior from the tools your team is already using from the most common engineering software in the market. Extremely simple, you are up and running in less than two minutes. Allstacks aggregates all of your tools and data into a single and straightforward platform so you can accelerate your engineering team’s ability to deliver great software products.

Teamplify is a productivity tool that software development teams can use. Team Analytics allows you to track the pulse of your team. Smart Daily Standup saves you valuable meeting time. Effortless Time Tracking allows you to track how long it takes to complete tasks. Time Off management makes it easy to plan ahead. Uses your existing team tools - GitHub Jira, Slack Zoom, Google and others - 12 integrations available.

Faros AI combines all your operational data from multiple sources and enhances them with machine learning signals. The Faros AI Engineering Operations Platform allows you to harness this data so you can accelerate productivity, and better manager your engineering operations. 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.

Pluralsight Flow helps engineering teams to improve software delivery by providing actionable insights from their code repositories and agile tools. Engineering teams can increase their team's product delivery speed by identifying and removing developer friction and building healthy software development patterns. Flow provides engineering teams more understanding into their team’s workflow patterns which then enables them to identify bottlenecks, compare trends and help their team to build better. Flow helps teams to improve their developer experience while also improve the quality and speed of their delivery speed.

Logilica provides software engineering intelligence platform for modern development teams that need to move fast. Logilica provides end-to-end visibility across the software lifecycle to improve engineering effectiveness and deliver predictably. Engineering leaders love Logilica's out-of-the box insights coupled with their embedded analytics for custom metrics and reporting.

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.

Enhance your project's visibility, remove obstacles, and accelerate delivery timelines. By integrating data from your Git repositories alongside project management tools, we produce straightforward reports filled with actionable insights and metrics. Identify and address bottlenecks within your teams promptly to prevent delays in delivery. Analyze key factors such as merge request cycle times, high-risk merge requests, and periods of team inactivity. Monitor improvements in processes to ensure that your modifications are effective, eliminating the need for guesswork. Create a truly agile engineering environment by effortlessly pinpointing overworked or impeded developers and providing them with the necessary support. Enjoy the benefits of a business intelligence tool without the hassle of defining and calculating metrics. Additionally, design personalized dashboards that highlight the metrics and visualizations most relevant to your needs. Shift your focus toward enhancing team and project outcomes rather than solely managing developer productivity. Leverage research-backed DORA Metrics to gain insights into the speed and reliability of your projects, ensuring continuous improvement. Ultimately, this approach fosters a more engaged and efficient development team.

Eliminate the obstacles in your workflow that are hindering efficiency and get your project on track. To discern reality from misconceptions, keep a close eye on cycle times and gauge your advancement. Pinpoint the quick wins; consider what straightforward adjustments could enhance your workflow. Assess where bottlenecks are occurring and prepare for potential risks. Be vigilant about those Hot Fix Pull Requests that may skip the review stage, as they could introduce unforeseen complexities. Our platform is user-friendly and adaptable, with all metrics tailored to fit the unique dynamics of your team and processes. Cultivating high-performing teams relies on fostering a data-driven environment and embracing continuous improvement (CI) through collaborative metrics that highlight team capabilities beyond mere job titles. A data-centric culture not only boosts team retention and satisfaction but also drives overall success. Promote teamwork, uncover knowledge silos, and identify when your team functions at its best. Additionally, prioritize investing in your team's education and growth by addressing their skill gaps and aligning with their interests for a more engaged workforce. This commitment to development will ultimately lead to sustained improvement and innovation.

There are ways to improve the efficiency of your engineering organization without compromising quality or culture. Tools and insights for high-performing engineering teams. It is difficult to improve what you don’t measure. To unblock the flow and align engineering with business goals, use key engineering metrics. This will allow you to drive continuous improvement. Identify and remove any blockers. Transparency is the key to insight. Get visibility into your engineering process with insight into flow and velocity, CI/CD practice, code quality, and many other factors. The roadmap doesn't reflect up to 60% of all work. Swarmia helps teams to focus on the most important initiatives by showing the impact of unplanned work, bugs and scope creep on their plans. The best teams are always improving. Adopting and measuring the best-performing working agreements will help you build new team habits. Allowing teams to do their best work.

Hatica provides actionable analytics and workflows that empower engineering teams to be their best. Combine git, project and collaboration data to gain insights into dev workflows that will help your engineering teams do their best work. Track Pull requests metrics from open through deployment, along with code-review metrics, to identify bottlenecks or opportunities for improvement. Metrics such as deployment frequency, MTTR and change failure rate can be used to measure DevOps performance. A centralized dashboard that displays aggregated activity and metrics from git, project management and CI/CD tools, which act as a proxy for progress and performance, allows you to view the data. You can gain insight into the allocation of effort by engineering teams to align them with business goals. Hatica consolidates all work activity and progress in a central dashboard, giving visibility into where your teams are working and what they are facing.

Keypup's Development Intelligence layer prioritizes insights from engineering operations, allowing users to delve into, analyze, and tailor real-time development information into a variety of customizable formats such as reports, visualizations, KPI widgets, and dashboards. This capability empowers organizations to contextualize data instantly, enhance governance, and drive growth effectively. Aiming to establish itself as the leading force in development intelligence, Keypup equips engineering teams and software development stakeholders at every level with the tools to better comprehend their development activities. This understanding is crucial for scaling technical organizations without sacrificing quality or efficiency, ultimately resulting in quicker time to market and sustainable growth. Furthermore, the platform fosters collaborative decision-making and strategic planning, ensuring that all team members are aligned in their objectives and approaches.

Middleware alleviates the burden of constant follow-ups for engineering managers, ensuring seamless product delivery while pinpointing workflow obstacles to eliminate any disruptions for their teams. By integrating with existing tools such as GitHub, Calendar, and Jira, Middleware equips managers with valuable insights that promote efficient team management and help safeguard engineers from exhaustion. It offers a consolidated view that emphasizes critical areas needing attention, whether they relate to project delivery or team dynamics. By analyzing pull requests, Middleware can identify which reviewers may be causing delays or if the team is frequently waiting for feedback on their code changes. Additionally, it highlights instances where team members may be overloaded with meetings and deadlines, thus safeguarding against burnout or disengagement. The Middleware 1:1 feature provides a comprehensive overview of each developer's performance, enabling managers to monitor growth areas and set goals effectively, ultimately fostering the professional development of their engineers. This holistic approach ensures that both the productivity and well-being of the team are prioritized, creating an environment conducive to success.

Axify provides cutting-edge features that are aligned with current software engineering trends and research, crafted specifically by a team of developers for their fellow developers. Our sophisticated algorithm generates precise delivery estimates by analyzing your team's activities while also offering critical insights into any process-related challenges that may hinder timely delivery. Instantly access information on team workloads, the time dedicated to development tasks, and how these tasks align with your organization's goals. Centralize all your engineering metrics to facilitate informed decision-making, synchronize your development teams, and enhance your software delivery processes. By automatically gathering data throughout your software development lifecycle, you gain a comprehensive view of your team's progress, enabling more effective prioritization. Additionally, keep track of engineering metrics and key performance indicators, while also obtaining a detailed overview of how resources are allocated within your development team. This holistic approach not only streamlines workflows but also fosters a culture of continuous improvement.

Unify your code, tickets, and additional resources for comprehensive visibility in software development, all centralized in a single platform. You can track aspects like scrum sprint completions, accuracy of estimates, lead times, and kanban work-in-progress, among others. Additionally, manage development time, cost capitalization, R&D credits, and overall project completions seamlessly. You can monitor bug-related metrics such as Service Level Agreements (MTTR), rate of change failures, thoroughness of reviews, total bug load, and beyond. Also, assess pull request cycle times, ticket lead times, time spent in various statuses, context switching, and flow efficiency, to gain deeper insights. All pre-built reports utilize the minQL query language and are completely customizable. With access to any field from any data source, you can develop tailored metrics using advanced formulas, which include custom event cycle times. Establish objectives and monitor your advancement toward reliable software delivery through minware’s extensive collection of scorecard metrics. Evaluate best practices related to code and tickets, such as the use of pull requests, detailed code reviews, and linking branches to tickets for optimal project management. Furthermore, the platform empowers teams to enhance their workflows and drive continuous improvement in software development practices.

Introducing a comprehensive engineering management platform that encompasses metrics, AI-driven insights, developer feedback, and automation tools. Utilize essential metrics such as DORA, cycle time, and flow to assess velocity, quality, productivity, and various other elements. Seamlessly integrate all components of your technology stack with connections to platforms like GitHub, Jira, CI/CD, and PagerDuty, among others. Effortlessly create tailored metrics using our intuitive metric builder interface and configure dashboards that align with the specific needs of your engineering organization. Identify critical areas needing attention, including bottlenecks, best practices, and team-related challenges. Receive detailed reports that highlight significant metrics and insights relevant to your teams. Customize reports to ensure you remain updated on your team’s advancements and key priorities. Gain a clear understanding of how your team's time is allocated, whether it’s focused on new features, knowledge transfer and learning operations (KTLO), or unexpected tasks. Additionally, assess the engineering costs associated with delivering key initiatives and client projects, enabling informed decision-making for future endeavors.

Elevate your team's efficiency with valuable insights that enhance productivity and foster high-quality development. Teambit serves as a SEI platform that offers comprehensive visibility into team performance, enabling every member, from executives to developers, to make informed, data-driven choices. It allows for seamless integration with your current tools, consolidating all necessary information in a single location. By tracking crucial metrics such as DORA, you can identify bottlenecks and pinpoint areas that require enhancement. This platform ensures that leaders, developers, and product managers share a unified view, facilitating alignment towards common objectives. Teambit is tailored to your team's distinct workflows, promoting productivity while preserving your existing processes. Additionally, it aggregates data from all your development tools to deliver actionable insights within a centralized hub. Designed for ease of implementation, Teambit also incorporates historical data, providing your team with a comprehensive overview right from the start. With its user-friendly interface and powerful analytics, Teambit not only enhances collaboration but also empowers your team to achieve their goals more effectively.

Pensero is a cutting-edge platform that leverages AI to enhance observability and performance analytics, designed specifically for engineering teams and their leaders to gain a deeper understanding of software development processes. It automates the collection and integration of "work signals" from existing tools utilized by your team, including code repositories, issue trackers, and communication platforms, translating disjointed activities into granular insights. These insights are then converted into objective metrics, live dashboards, and comprehensive reports that not only reflect the volume of work completed but also factor in complexity and workflow dynamics. With Pensero, you gain immediate visibility into ongoing projects, contributions from team members, and the overall flow of work within the organization, as well as how team productivity aligns with strategic roadmaps and business objectives. Its seamless integration and scalability enable teams to swiftly transform raw data from various tools into actionable insights that drive performance improvements. Ultimately, Pensero empowers organizations to optimize their software development efforts more effectively than ever before.

Chrono Platform serves as an innovative solution for engineering intelligence and automated time tracking, seamlessly integrating with existing tools such as Jira, Slack, Azure DevOps, Asana, Google Calendar, Teams, and more to effortlessly capture, classify, and analyze work without the need for manual timesheet entries. Upon establishing a connection, Chrono automatically collects data from sources like commits, ticket interactions, calendar activities, and communication logs, leveraging AI-powered categorization to transform this information into standardized time entries linked to the appropriate project, task, or activity. Beyond mere time tracking, Chrono delivers valuable insights for engineering leaders by providing real-time updates on project status, resource distribution, budget oversight, identification of risks and delays, and a clear view of how engineering time contributes to overall business value. This multifaceted approach not only enhances productivity but also empowers teams to make data-driven decisions that align with their strategic goals.