List of the Top 6 Software Development Analytics Tools for Mac in 2025

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.

Every developer's contributions can be tracked in a single location. You can discover who has contributed to Bitbucket's code over the past month, week, or day, and analyze each developer's statistics and activity levels to determine who has been the most engaged. The history of your project can be observed through metrics like lines of code, allowing you to add, delete, and total changes effectively. All modifications made by developers are compiled, providing a comprehensive overview and fresh insights for planning and conducting retrospectives. This information enables you to monitor your team's progress while identifying potential bottlenecks. You have the flexibility to select metrics that align with your needs, whether that be commits or the number of lines added or removed. To gain insights into commit summaries for a repository or project, you can analyze specific hours and days of the week to pinpoint when work was accomplished. By selecting a designated time frame for the graph, you can determine which commits to include, regardless of whether they were executed by an individual developer or a group. Additionally, a calendar can be accessed to show all contributions made by a particular developer throughout the previous year, offering a detailed perspective on their involvement. This feature not only highlights individual contributions but also fosters a deeper understanding of team dynamics and productivity patterns.

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.

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.

Gradle, Inc. offers the Gradle Build Tool alongside Develocity, previously known as Gradle Enterprise, both of which enhance the efficiency and troubleshooting of builds, tests, and various tasks across platforms like Maven, Gradle, Bazel, and sbt. The Gradle Build Tool stands out as the leading choice for constructing open-source JVM projects on GitHub, boasting over 30 million downloads monthly, and earning a spot in TechCrunch's Top 20 Most Popular Open Source Projects; notably, many renowned projects, including Spring Boot, have transitioned from Maven to Gradle. Develocity uniquely merges the acceleration of software build performance with comprehensive analytics, making it a preferred solution for elite software development firms globally, enabling them to cut build times by 50% and reclaim an entire week of lost developer productivity. Additionally, the incorporation of acceleration technologies significantly accelerates the processes of software development and testing, while data analytics features like Failure Analytics Trends & Insights streamline the troubleshooting process, allowing teams to focus more on innovation.