Best Software Development Analytics Tools

Compare the Top Software Development Analytics Tools as of December 2025

What are Software Development Analytics Tools?

Software development analytics tools enable development teams to generate insights and analysis on their software development activities in order to track progress, identify bottlenecks, view trends, increase efficiency, and more. Software development analytics is sometimes known as Git analytics. Compare and read user reviews of the best Software Development Analytics tools currently available using the table below. This list is updated regularly.

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    Amazon CodeGuru
    Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Integrate Amazon CodeGuru into your existing software development workflow where you will experience built-in code reviews to detect and optimize the expensive lines of code to reduce costs. Amazon CodeGuru Profiler helps developers find an application’s most expensive lines of code along with specific visualizations and recommendations on how to improve code to save money. Amazon CodeGuru Reviewer uses machine learning to identify critical issues and hard-to-find bugs during application development to improve code quality.
  • 2
    COBOL Analyzer
    COBOL Analyzer provides developers the ability to continuously analyze their code before and after changes are made within their local environment and before committing those changes to the source control management stream. COBOL Analyzer is built on an industry-standard, relational database management system (RDBMS) for centralized storage of application information and artifacts. Intuitive and interactive visualizations ensure that stakeholders have application visibility and developers receive current code change updates. The COBOL Analyzer solution includes a pre-built query library including a set of common queries to locate points of interest within the application code. The COBOL Analyzer solution identifies all code that is affected by the planned code change event. COBOL Analyzer provides developers the ability to continuously analyze their code before and after changes are made within their local environment.
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