CodeMender vs. Precogs AI Comparison


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About CodeMender is an AI-powered agent developed by DeepMind for automatically finding, diagnosing, and patching security vulnerabilities in software code. It combines advanced reasoning abilities (via Gemini Deep Think models) with program analysis tools, static analysis, dynamic analysis, differential testing, fuzzing, and SMT solvers, to identify root causes of flaws, generate high-quality fixes, and validate them to avoid regressions or functional breakage. CodeMender operates by proposing patches that adhere to style rules and structural correctness, and then uses critique and verification agents to check changes and self-correct if issues arise. It can also proactively rewrite existing code using safer APIs or data structures (for example, applying -fbounds-safety annotations to prevent buffer overflows). To date, CodeMender has upstreamed dozens of patches in large open source projects (including ones with millions of lines of code).	About Precogs AI is an autonomous application security platform that finds, fixes, and ships secure code—without slowing developers down. AI-native detection across code, binaries, and data with 98% precision and near-zero false positives. Auto-generates fixes directly in pull requests. Built-in PII detection (99.2%), secrets scanning, and Pre-LLM Sanitization to protect your IP during AI analysis. Covers SAST, SCA, SBOM, IaC, containers, binary/DAST. Tops CASTLE benchmark. Free tier available.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software engineers, security teams, and maintainers looking for a solution to automate detection and secure patching of vulnerabilities in their codebases with AI assistance	Audience Software development teams, DevOps teams, security engineers, and enterprises building applications with AI-assisted development tools.
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $34/month Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information Google DeepMind Founded: 2010 United States deepmind.google/discover/blog/introducing-codemender-an-ai-agent-for-code-security/	Company Information Precogs AI Founded: 2025 United Kingdom www.precogs.ai/
Alternatives Codex Security OpenAI	Alternatives Aikido Security
Claude Security Anthropic	Asterisk
Codename MDASH Microsoft	CodeSentry CodeSecure
Google AI Threat Defense Google	Kiuwan Code Security Kiuwan
Gemini 3.5 Flash Cyber Google View All	ObjectSecurity BinLens ObjectSecurity View All
Categories Agentic AI Supported AI Coding Agents Supported Code Security Supported	Categories Code Security Supported

Integrations Gemini Supported Gemini 2.5 Deep Think Supported Gemini 3.5 Flash Cyber Supported Gemini 3.8 Flash Cyber Supported Gemini Enterprise Supported Gemma Supported GitHub Not Supported GitLab Not Supported Google AI Threat Defense Supported Imagen Supported Jira Not Supported Lyria Supported Slack Not Supported Veo Supported Show More Integrations View All 10 Integrations	Integrations Gemini Not Supported Gemini 2.5 Deep Think Not Supported Gemini 3.5 Flash Cyber Not Supported Gemini 3.8 Flash Cyber Not Supported Gemini Enterprise Not Supported Gemma Not Supported GitHub Supported GitLab Supported Google AI Threat Defense Not Supported Imagen Not Supported Jira Supported Lyria Not Supported Slack Supported Veo Not Supported Show More Integrations View All 4 Integrations
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