Side-by-side comparison

Finds common security issues in Python code by walking the AST; a staple Python CI check.

GitHub's semantic code analysis engine behind code scanning and Copilot Autofix; free for public repos.

Fast, pattern-based multi-language static analysis with community and pro rules; popular in CI.

Code quality and security platform with quality gates on coverage, bugs, smells and vulnerabilities.