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State of Code reports
Sonar analyzed billions of lines of human- and AI-generated code to reveal key trends and common issues in software reliability, security, and maintainability.
Featured research
Reports based on Sonar telemetry data
Dive into the most common challenges and trends impacting software reliability, security, maintainability, and the seven most popular programming languages.
Reports based on Sonar's propriety benchmarks
Go beyond performance benchmarks to discover the "coding personalities" of leading LLMs, revealing each model's distinct strengths and flaws.
Explore the seven habits of highly effective AI coding
Learn best practices for developer productivity with AI, without compromising on quality or security
