Best Software Development Analytics Tools of 2024

You can track software deployments using your remote team's entire DevOps stack. Increase uptime and prevent change-related incidents from happening before software ships. You and your stakeholders will have visibility into the value of your releases by providing historical metrics and dashboards that highlight performance trends over time. You have full visibility across all DevOps teams.

Using your GitHub data to power engineering analytics, you can ship faster and improve team satisfaction. Analyze pull request data at the team level to identify "NorthStar" metrics such as cycle time, deployment frequency and change failure rate that will help you improve delivery. Find bottlenecks such as code review quickly, then experiment with smaller pull requests and automated tests to improve the outcome.

You can increase visibility, eliminate obstacles, and deliver faster. We combine data from your Git repositories with project management tools to create easy-to-understand reports that provide actionable metrics and insight. Identify bottlenecks in your teams and fix them before they impact delivery. Consider things like team inactivity, risky MRs and cycle time of MRs. You can track process improvements and know if your changes are working. You can run an agile engineering team. You can identify and assist blocked or overburdened developers in your team. You can use BI tools to get the power of a BI tool, but without having to calculate metrics. You can also create your own dashboards with the metrics and visualizations that are important to you. Instead of trying to increase developer productivity, you should be focusing on improving the team and project levels. Research-backed DORA Metrics can help you understand the speed and stability in your projects.

This is a new and improved way to measure technical quality and technical debt. This tool is ideal for engineers and non-tech managers. Unlock the hidden potential of your workforce. You'll get powerful insights that will help you deliver a better product. Duecode will keep you in touch with your team. You can get real-time information about the quality of your software and the top performers on the team. Duecode provides valuable insight into the workflow of each developer and allows you to visualize the vulnerabilities in your project's code. To understand what happens underneath the hood of your project, you don't need any technical knowledge. Based on 2.5 bln. Based on 2.5 bln lines of code and 172k repositories, we found it possible condense a code summary to the one letter rank. Duecode makes it easy to see your technical debt. Find your pain points early and fix them. You can keep your codebase healthy by identifying fat code commits and preventing code from getting broken.

All data is available in one place to provide a detailed analysis of team efficiency. Our scanner will help you identify weaknesses and optimize your next steps. DX Scanner dashboard gathers performance data from multiple sources and displays it in a single place. Our simple dashboards keep you up-to-date with the status of your project. You can plan your next steps and improve the quality of your software as well as your teamwork. You can get a detailed report with all the data you need whenever you need it. Save time and concentrate on what's most important. You can measure the quality of your product, and fix any weaknesses. Protect your clients and your data from security threats. All data can be accessed from one place: a dashboard. You can see which technologies and libraries are being used and find out about any technology gaps. Monitoring compliance with code standards. Find out about security holes in libraries you use.

Keypup's Development Intelligence layer places engineering operations insights at its forefront. It allows you to analyze, interpret, and configure real-time data into fully customizable insights, including reports, charts and cards, KPI widgets, dashboards, and dashboards. This will allow for immediate contextualization, better governance, higher growth, and better governance. Keypup, a global leader in software development intelligence, enables engineers and other stakeholders to gain a better understanding about their development efforts. This allows them to scale their technical organizations without compromising quality, efficiency, or speed to market, which ultimately leads to higher growth and faster time to market.

Middleware relieves engineers from the repetitive follow-ups required to ensure smooth product deliveries and identifies workflow bottlenecks, so they can eliminate any hiccups in their team's workflow. Middleware sits atop the team's current tools such as GitHub, Calendar and Jira, and provides managers with actionable insights that will help them run their team efficiently, and prevent their engineers burning out. Single view that highlights areas for action, whether it's a delivery issue, or a people problem. We can use your PRs to gain insights into which reviewer is the bottleneck, or whether the team has been waiting too long for reviews or is reworking each code change. To prevent burnout and boredom, you can spot if your team has too many calls or deliveries. Middleware 1:1s allow you to see the developer's performance, and keep track of his or her growth areas and goals. This will help you grow your engineer.

Amazon QuickSight allows everyone within your organization to access your data. This includes asking questions in natural language, exploring interactive dashboards, and automatically looking for patterns or outliers using machine learning. QuickSight powers millions upon millions of dashboard views per week for customers like the NFL, Expedia and Volvo. This allows their end-users make better data-driven decision making. To receive relevant visualizations, ask questions about your data using Q's ML-powered engine. This allows you to ask conversational questions without the need for data preparation by admins and authors. AWS' machine learning expertise allows you to uncover hidden insights in your data, forecast accurately and do what-if analysis. You can also add natural language narratives or easy-to-understand natural languages to your dashboards using AWS' machine learning expertise. You can embed interactive visualizations and dashboards in your applications, as well as sophisticated dashboard authoring and natural language query capabilities.

GitClear™ is CliffsNotes™. We convert all commits to a quantified stream of data that allows engineers and managers to quickly get the gist. We make it easier for developers to code and reduce the amount of review work. Managers have a window to see the current state of their developers team. We provide both managers and developers with a dashboard that shows code metrics. This helps them make data-supported decisions.

COBOL Analyzer allows developers to continuously analyze their code before, during and after changes are made in their local environment. This is done before committing the changes to the source control stream. COBOL Analyzer uses an industry-standard relational database management system (RDBMS), for central storage of application information. Interactive visualizations and intuitive interfaces allow stakeholders to see the application and developers to receive updates on code changes. The COBOL Analyzer solution comes with a pre-built query list that allows you to find points of interest in the application code. The COBOL Analyzer solution detects all code affected by a planned code change event. COBOL Analyzer allows developers to continuously analyze their code, before and after any changes are made in their local environment.

Cauldron Cloud allows developers, managers, and community builders to better understand open-source development and provide insights about the projects that are most important to them. You have full control over open-source projects like GitLab, GitLab, and Stack Exchange. Curate information about contributors, duplicates, affiliations and more. 16GB RAM and 320GB storage Cauldron example. Community and organization engagement, growth, development performance indicators. Compare a set of projects based on selected KPIs in software development. Get summary information on selected indicators, or create your own dashboards and reports. Get your Cauldron Cloud account. Cauldron Cloud measures GitHub data, including commits and code changes, issues, pull requests, and GitLab data (Commits and code changes and merge requests), and StackExchange data, which includes questions and answers from all StackExchange websites, including Stackoverflow and Ask Ubuntu.

Find your strengths and find ways to overcome bottlenecks. You can gain actionable insights that will improve efficiency and agility at every stage of your DevOps process. Connect data across Jira and Jenkins, GitHub GitLab, Azure DevOps. SonarQube & many other platforms. Software metrics and insights to improve agile velocity, quality and security, as well as data hygiene. You can create custom dashboards that allow you to drill down or roll up details. High-quality products built faster and customer-centric outcomes. Data hygiene and process efficiency can be improved. Create a culture that values collaboration and appreciation. This will increase retention. Monitoring the quality of requirements definitions, acceptance criteria, and agile sprint plans. Automate task reminders and issue routing, reduce unproductive waiting times. Sprint slips provide early warnings about potential risks. Be based on customer impact when making decisions. Reminders sent on a regular basis to speed up PR reviews and merges. Conditionally automate repetitive tasks, reducing cognitive overload.

Cortex Internal Developer Portal allows engineering organizations to easily gain visibility into services and deliver high-quality software. 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, the top Engineering Management Platform, provides complete visibility into engineering organizations, their work, and their operations. Jellyfish analyzes engineering signals from Git, Jira, and contextual business data such as roadmapping, incident response, calendar, and collaboration tool. This allows engineering leaders to align engineering decisions and business initiatives, and deliver the right software on time and efficiently. Jellyfish allows engineering leaders to focus their teams on the most important things for the business, driving strategic decision-making and delivering results.

Embold's intuitive visuals and deep analysis will help you gain a deeper understanding of the software. Visually understand the size and quality each component to fully understand the state and functionality of your software. Rich annotations make it easy to understand issues at the component level and locate them in your code. Navigate through all dependencies and see how they affect each other. Our innovative partitioning algorithms make it easy to quickly understand how to refactor or split complex components. The EMBOLD SCORE is a measure of the impact of four dimensions on how many components are most important to the overall quality and should be resolved first. Our unique anti-patterns allow you to analyze the structural design of your code at the class, functional, or method levels. Embold uses a variety of metrics to assess the quality and reliability of software systems, including cyclomatic complexity and coupling between objects.

Increase DevOps success throughout the enterprise. Reduce friction and take the risk out of moving fast to bring together IT operations and development. Scale enterprise DevOps while minimizing risks associated with moving at speed. Connect teams to ServiceNow to speed up software development. Automate administrative tasks and connect ops and development teams. To quickly achieve your business goals, extend DevOps' value. Integrate to increase visibility, connectivity, and traceability of existing toolchains and encourage collaboration. Automate approvals and change creation so that you can deliver innovation at your business's pace without compromising quality. You can develop and deploy quickly while reducing risk. Automately gather and connect information from DevOps toolchain to app and infrastructure changes. Also, maintain an audit trail. All in one place. Automatic ticketing and approval can be achieved by connecting development tools to change management.

A central source of metrics and data about the software projects that matter to your business. Bitergia Analytics gathers data from over 30+ platforms to give you a complete picture of the software projects that matter to your. Bitergia Analytics gives you a single source for information and saves you time switching between different platforms to find the data and metrics that you need. To identify users, contributors, maintainers, and other people in your community, you can discover influencers and trends. To improve efficiency and collaboration, you need to understand software development processes such as code review and issue management. Bitergia Analytics, an open-source, free software, is built on top open-source tools such as Elasticsearch, GrimoireLab, and Kibana. GrimoireLab is 100% free, open-source software. We believe in the value and paradigm of community.

Quality Clouds gives technology leaders and their teams control and governance so they can safely deliver low code applications at scale and speed. App development can be improved with quality and governance. You can use one or more low-code SaaS platforms. All low-code app configuration and development can be minimized. Low-code app development can be done as a team sport. Our expanding partner network provides the technology and talent you need for safe scaling. Manage platform contributors and identify training requirements. Automated workflows and processes unlock key resources. You can quickly identify and eliminate security risks. Automated alerts will notify you of production issues. Create reports with a variety of KPIs. Automate repetitive, mundane tasks so you can focus on delivering more functionality. Management can be more effectively communicate issues. Get a complete map of your platform's structure. Automate code reviews.

Understanding a process will help you improve it. Bloomfilter analyzes time-series information from your entire stack to build a model for your team's unique development process. It then helps you optimize the model. Visualize the cost breakdown of build, run and maintain. Data-driven teams are more innovative and ship more often. Software development is both an arts and science. Convert sprints and points to dollars and cents. Learn where your process is failing and how to improve it. Increase predictability in scoping work and estimating the release date of new features. Get objective analysis of your development process in a way that everyone can understand.