Best Software Development Analytics Tools for Google Sheets

Jellyfish, a leading Software Development Analytics platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

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.