Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
DeepSourcedeepsource.comDeepSource offers an AI-powered code review platform that automates code reviews and provides inline feedback on pull requests. It combines hybrid static analysis with an AI review agent, using thousands of deterministic rules to detect security vulnerabilities, bugs, anti-patterns, and quality issues. It also offers autofix patches and PR quality reports to help teams ship code to production faster and with confidence.
How AI talks about DeepSource
Nearly every recommendation names DeepSource as the pick.
Tone of voice
80% of how AI describes DeepSource reads positive.
Words AI uses
AI reaches for autofix · automated · low false-positive rate when it describes DeepSource.
Rivals
Codacy is the brand AI weighs against DeepSource most.
Sources
deepsource.com shapes more of what AI says about DeepSource than any other source, at 44% of its citations.
aikido.dev · google.com · augmentcode.com · sourcegraph.com
The market map
AI Developer Productivity Tools →Where AI ranks DeepSource
Excerpts where DeepSource appeared in the AI's answer
DeepSource combines AI review with static analysis and explicitly includes OWASP Top 10 compliance reporting.
DeepSource : A code health and AI review platform that grades pull requests across multiple dimensions (including security) and features built-in compliance reporting and autofix patches mapped to the OWASP Top 10 and SANS Top 25.
Excerpts where DeepSource appeared in the AI's answer
DeepSource (scoring highest on the OpenSSF CVE benchmark with an 84.51% F1 score)
DeepSource: Cited as having the highest F1 score (84.51%) on the OpenSSF CVE Benchmark, making it highly effective at balancing detection with low noise.
Excerpts where DeepSource appeared in the AI's answer
DeepSource : Focuses heavily on continuous code quality and automated formatting with native SCM integrations.
DeepSource : A continuous code quality platform that natively hooks into your SCM provider
Excerpts where DeepSource appeared in the AI's answer
DeepSource - A continuous code quality and security platform that integrates deeply with GitHub, GitLab, and Bitbucket.
DeepSource is an automated code review tool that integrates tightly with GitHub, GitLab, and Bitbucket
Excerpts where DeepSource appeared in the AI's answer
DeepSource – A modern code-health platform that combines static analysis, anti-pattern detection, and code coverage into a single dashboard.
DeepSource: Automated analysis that identifies issues and suggests autofixes, aimed at keeping large codebases clean.
