Best Software Development Analytics Tools for GitLab

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.

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.

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.

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.

Similar to how a fitness tracker aids in monitoring your progress, Adadot is designed to enhance your capabilities as a developer. It enables you to boost your shipping speed, improve code quality, and enhance collaboration while keeping your well-being intact. With built-in privacy measures such as de-identification, data aggregation, and differential privacy, you can rest assured that only authorized individuals will have access to the necessary information through customizable access permissions. Adadot seamlessly integrates with your existing tools, revealing insights that have previously gone unnoticed. The principle of "if you can't measure it, you can't improve it" is central to its functionality, allowing you to benchmark both personal and team performances against some of the top developers worldwide. For the first time, you have the ability to analyze and compare your progress over time and alongside your peers. With Adadot’s intuitive alerts and suggestions, you can avoid overextending yourself or your team, ensuring a balanced approach to productivity. By utilizing this tool, you gain a competitive edge while maintaining a healthy work-life balance, ultimately leading to a more rewarding development experience.

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.

ALTO is a Slack app that integrates GitHub, Gitlab and JIRA. It helps improve productivity and visibility of your development team, as well as help you build healthy habits right from the start! Receive Slack messages about merge requests or pull requests that have been pending merge into default branch for too long. Promote one of the key Continuous delivery practices - shipping smaller changes more frequently. ALTO collects Merge request analytics and feedback on day-to-day tasks, combined with DORA statistics, giving YOU an overview of the development team in one place. You don't need to waste time searching through the data. Set YOUR goals using YOUR own historical data and not an "industry standard". This baseline will help the team be 5% more efficient this sprint than last sprint. Continue to improve the team's working methods and align them with the entire tech organisation.

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.

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.

Codacy is an automated code review tool. It helps identify problems through static code analysis. This allows engineering teams to save time and tackle technical debt. Codacy seamlessly integrates with your existing workflows on Git provider as well as with Slack and JIRA or using Webhooks. Each commit and pull-request includes notifications about security issues, code coverage, duplicate code, and code complexity. Advanced code metrics provide insight into the health of a project as well as team performance and other metrics. The Codacy CLI allows you to run Codacy code analysis locally. This allows teams to see Codacy results without needing to check their Git provider, or the Codacy app. Codacy supports more than 30 programming languages and is available in free open source and enterprise versions (cloud or self-hosted). For more see https://www.codacy.com/

Harness is a comprehensive AI-native software delivery platform designed to modernize DevOps practices by automating continuous integration, continuous delivery, and GitOps workflows across multi-cloud and multi-service environments. It empowers engineering teams to build faster, deploy confidently, and manage infrastructure as code with automated error reduction and cost control. The platform integrates new capabilities like database DevOps, artifact registries, and on-demand cloud development environments to simplify complex operations. Harness also enhances software quality through AI-driven test automation, chaos engineering, and predictive incident response that minimize downtime. Feature management and experimentation tools allow controlled releases and data-driven decision-making. Security and compliance are strengthened with automated vulnerability scanning, runtime protection, and supply chain security. Harness offers deep insights into engineering productivity and cloud spend, helping teams optimize resources. With over 100 integrations and trusted by top companies, Harness unifies AI and DevOps to accelerate innovation and developer productivity.

Obtain a comprehensive assessment of your team's effectiveness, consolidating all relevant information in a single location. By utilizing our scanner, you can pinpoint any shortcomings and refine your subsequent actions. The DX Scanner dashboard aggregates developer performance metrics from multiple sources, presenting them cohesively. With user-friendly dashboards, you remain constantly informed about your project's progress. Strategize your next moves to enhance both software quality and collaboration within your team. Access detailed reports containing all essential information whenever required, allowing you to conserve time and prioritize what truly matters. Evaluate the caliber of your product and tackle any identified weaknesses. Safeguard against potential security threats to protect your data as well as your clients' information. Keep all relevant data organized on a tidy dashboard while gaining insights into the technologies and libraries in use, thus uncovering any technological deficiencies. Monitor adherence to established coding standards and stay informed about any security vulnerabilities present in the libraries your team utilizes, ensuring that your development process remains robust and secure. This holistic approach not only streamlines your workflow but also fosters a culture of continuous improvement within your team.

Identify your strengths while addressing concealed bottlenecks to enhance productivity and agility throughout your DevOps lifecycle. Gain practical insights to elevate efficiency in each phase by integrating data from Jira, Jenkins, GitHub, GitLab, Azure DevOps, SonarQube, and various other platforms. Utilize software metrics to assess agile velocity, quality, security, and data integrity. Create customizable dashboards that allow you to aggregate or examine details as needed. Accelerate the development of high-quality products and focus on delivering outcomes that prioritize customer needs. Enhance data integrity and streamline processes to drive efficiency. Foster a culture that values collaboration and recognition, which can lead to improved employee retention rates. Regularly evaluate the quality of requirements, acceptance criteria, and agile sprint plans to ensure clarity and precision. Implement automation for issue routing and task reminders to minimize downtime and unproductive waiting periods. Stay ahead of potential risks with early warnings regarding sprint delays. Make informed decisions by considering customer impact, and use timely alerts to speed up pull request reviews and merges, thus enhancing overall velocity. Additionally, conditionally automate repetitive task sequences to alleviate cognitive burden and maintain team focus on more critical tasks. Strive for continuous improvement by consistently analyzing and refining your processes.

Echoes provides an in-depth view of your teams and enables you to manage project delivery effectively. With a quick glance, you can visualize the current delivery status of your organization. By integrating various development tools, Echoes offers a unified perspective of your entire project portfolio, eliminating the need to manually piece together information from different sources. It intelligently assesses ongoing activities to pinpoint and emphasize factors that may jeopardize timely delivery. Stay informed about the project's execution and enhance forecasting accuracy with real-time insights. Moreover, it evaluates your team's performance to uncover potential risks and recommend solutions, ensuring you are not overwhelmed by superficial metrics. Instead, you will receive timely alerts when critical issues arise. By consolidating data from your roadmap, OKRs, delivery performance indicators (DORA), team interactions, and more, Echoes reveals insights that isolated metrics fail to provide. This comprehensive visualization allows you to align your team's efforts with organizational priorities, offering a clearer picture of resource allocation and focus areas. Understanding these dynamics can significantly enhance strategic decision-making processes within your organization.