Software Improvement Group contributed the independent code analysis behind the benchmark, scoring each build on architecture, maintainability, and security with Sigrid.

Govern the software your business runs on. Software Improvement Group enables organizations to embrace AI with strategic control and to become more agile & resilient through secure, high-quality software. Sigrid® - its software governance platform - leverages the world’s largest software metric database containing over 400 billion lines of code across more than 20,000 systems and 300+ technologies, and intelligently recommends the most crucial initiatives for organizations. SIG complies with multiple ISO/IEC standards, including ISO/IEC 27001 and 17025, and has co-developed ISO/IEC 5338, the new global standard for AI lifecycle management. SIG was founded in 2000 and has offices in New York, Copenhagen, Brussels, and Frankfurt, and is headquartered in Amsterdam. Sigrid®, together with expert software engineering consultants, and over 25 years of industry-leading research, position SIG as the foremost authority on software portfolio governance. For more information, please visit our website.