Best Software Development Analytics Tools for GitHub - Page 2

Gitcord helps you track and analyze your GitHub repositories with real-time statistics and insights in a single, unified dashboard. It monitors commits, pull requests, issues, and contributions across all your repositories; delivers advanced analytics on coding patterns, language usage, and productivity trends; and provides team and organization insights to collaborate effectively and manage performance. Gitcord’s beautiful contribution graphs and shareable profile pages let you showcase activity, while developer leaderboards foster friendly competition, and instant notifications keep everyone informed. An integrated activity feed and AI-powered suggestions provide a clear project vision and streamline planning. Seamless GitHub integration means you simply connect any GitHub username to begin tracking, making onboarding new contributors effortless and motivating your community.

Codacy is an automated code review tool that helps identify issues through static code analysis, allowing engineering teams to save time in code reviews and tackle technical debt. Codacy integrates seamlessly into existing workflows on your Git provider, and also with Slack, JIRA, or using Webhooks. Users receive notifications on security issues, code coverage, code duplication, and code complexity in every commit and pull request along with advanced code metrics on the health of a project and team performance. The Codacy CLI enables running Codacy code analysis locally, so teams can see Codacy results without having to check their Git provider or the Codacy app. Codacy supports more than 30 coding languages and is available in free open-source, and enterprise versions (cloud and self-hosted). For more see https://www.codacy.com/

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.

Get a detailed analysis of your team efficiency, with all data in one place. Identify any weaknesses and optimize your next steps with the help of our scanner. DX Scanner dashboard collects developer performance data from various sources and displays it in one place. With our simple dashboards, you're always up to date with your project status. Plan your next steps and increase the quality of your software and your teamwork. Get a detailed report of all necessary data whenever you need it. Save time and focus on what's important. Measure the quality of your product and address weaknesses. Prevent security issues and protect both your data and your clients. Have all data at hand on a neat dashboard. See the technologies and libraries in use and learn about any technology gaps. Monitor compliance with set code standards. Learn about any security vulnerabilities in the libraries you use.

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.

HAY's DX platform boosts engineering teams by ramping up work output, improving wellbeing, and building a great team vibe with feedback loops and easy collaboration.

Echoes gives you comprehensive insights into your teams and control over your projects delivery. Visualize your organization's delivery status at a glance. Echoes connects the dots across your different development tools to provide a consolidated overview of your project portfolio. No more need to manually reconcile multiple data sources. Echoes leverages its knowledge of the activity to automatically identify and highlight the factors putting your delivery at risk. Get a live pulse of the execution and improve predictability. Echoes analyzes your team's activity to detect risks and suggest improvements. Don't get drowned in vanity metrics, get alerted when situations requires your attention. Echoes combines data from your roadmap, OKRs, delivery performance metrics (DORA), teams interactions, and more, to reveal what isolated metrics cannot tell you. Visualize your team’s efforts against company priorities and gain an understanding of where energy is being allocated.

Software.com's development observability platform enhances transparency in software delivery by identifying bottlenecks, removing blockers, and measuring improvement over time. The platform offers fully automated metrics and insights, eliminating the need for manual API integrations and data management, and allowing teams to focus on leadership rather than data handling. It provides universal metrics standardized across companies, enabling performance benchmarking against similar-scale organizations. With a fast and effortless setup, users gain access to six months of historical data within minutes. The platform integrates seamlessly with tools like GitHub, GitLab, and Bitbucket to track key metrics, and connects with Jira and other tools for additional insights. Workflow automation features empower teams to collaborate more effectively and accelerate shipping, offering functionalities such as deploy previews, digests, reminders, asynchronous reviews, and a standup bot.

In software engineering, data silos are crippling leadership visibility and impacting team bandwidth. Without clear data for decision-making, planning suffers, and engineering managers waste countless hours collecting data from multiple tools just to understand team progress. This lack of a clear picture also directly impacts deliverability and the team's ability to hit crucial goals and OKRs. Traditional methods are slow, inaccurate, and frankly, painful. EvolveDev is a Software Engineering Intelligence Platform that automatically integrates with all your engineering tools—from Jira to GitHub and more—giving leaders real-time, unified insights without any manual data crunching. By eliminating data silos and manual reporting, we empower engineering leaders to make data-driven decisions, improve team performance, and finally get a clear picture of what's happening.

​Athenian is a data-enabled engineering platform that provides end-to-end visibility for engineering leaders, enabling them to understand the "whys," make well-founded decisions, and align their teams with company goals. By offering insights into the delivery pipeline without focusing on individual metrics, Athenian fosters a culture of continuous improvement. Users have reported significant enhancements, including over 30% decrease in PR cycle time, a fivefold increase in release frequency, and more than 40% reduction in lead time within the first three months of use. It emphasizes richer insights by offering end-to-end visibility from ticket creation to production deployment, is team-focused to ensure organizational success, and is success-oriented with continuous coaching from experienced engineering leaders. Athenian integrates seamlessly with existing stacks and provides resources such as blogs, podcasts, and toolkits to support engineering leaders in achieving their goals.

Get a deeper understanding of your software with Embold's profound analysis and intuitive visuals. Visually comprehend the size and quality of every component and fully understand the state of your software at a glance. Understand issues on a component level with rich annotations and see where they are located in your code. View and navigate through all ingoing and outgoing dependencies of your software components and learn how they influence each other. Quickly understand how to refactor and split complex components by using our innovative partitioning algorithms. The EMBOLD SCORE, calculated from four dimensions, tells you which components have the biggest impact on the overall quality and need to be solved first. Analyze your code’s structural design with the help of our unique set of anti-patterns on a class, functional, and method level. Embold utilizes several metrics ranging from cyclomatic complexity to coupling between objects to measure the quality of software systems.

Centralized source for metrics and data about the software development projects that matter to you. Bitergia Analytics collects data from 30+ different platforms to give you a holistic picture of the software development projects that matter to you. Bitergia Analytics provides you with a single source of information and saves you hours switching between different platforms to get the data and metrics you need. Identify users, contributors, and maintainers to discover influencers and find trends in your community. Understand software development processes like code review and issue management to improve efficiency and collaboration. Bitergia Analytics is 100% free, open-source software built on top of existing open-source tools like GrimoireLab, Elasticsearch, and Kibana. GrimoireLab is and will always be 100% free, open-source software. We embrace the paradigm and value of community.

Cauldron Cloud helps managers, developers, and community builders to understand the people and processes involved in open source development to report insights about the projects that matter to them. Full flexibility to analyze open-source projects, GitHub, GitLab and Stack Exchange. Curate contributors' information, duplicates, affiliations, and more. 16GB RAM & 320GB storage Cauldron instance. Community and organizations engagement, growth, and development performance indicators. Compare set of projects on the selected software development KPIs. Get summaries on selected indicators or build your own dashboards and reports. Configure and get your own Cauldron Cloud instance. Cauldron Cloud measure GitHub data including commits, code changes, issues and pull requests, as well as GitLab data (Commits, code changes, issues and merge requests) and StackExchange data (questions and answers from all StackExchange sites, including Stackoverflow, Ask Ubuntu, Super User, and more).

Optimal AI’s flagship product, Optibot, is an on-demand AI agentic code reviewer that installs in GitHub, GitLab, or Bitbucket in under a minute to automatically catch bugs, security vulnerabilities, hard-coded credentials, and hidden risks, without ever storing your data or using it for model training. By building memory of your codebase and context-rich precision, Optibot reduces pull-request review times by up to 50 percent, frees senior engineers from repetitive checks, and boosts overall team throughput with real-time dashboards that surface cycle times, review performance, and productivity metrics. Beyond automated PR reviews, Optibot offers customizable agents for codebase complexity analysis, predictive maintenance, advanced bug detection, story-point estimation, and regulatory-change management, as well as integrations with JIRA for contextual reviews. Security-focused agents proactively scan for misconfigurations, race conditions, and vulnerabilities.

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.