DeepCode vs Google Antigravity

A detailed comparison to help you choose the right AI tool

DeepCode

AI-based code review tool for detecting bugs and vulnerabilities.

An agent-first IDE for autonomous AI-driven coding tasks.

+ High accuracy in detecting and fixing vulnerabilities, enhancing code security.
+ Supports a wide array of programming languages, making it versatile for various development environments.
+ Ensures data privacy by being self-hosted, unlike many cloud-based competitors.
+ Seamless integration with Snyk AI Security Platform, offering a comprehensive security solution.
+ Reduces mean time to remediate (MTTR) by 84% or more, significantly boosting productivity.
+ Risk-based prioritization helps developers focus on the most critical vulnerabilities first.

− Initial setup and integration may require technical expertise.
− Some users may find the 80% accuracy of autofixes insufficient for critical applications.
− Limited customization options compared to some competitors.
− The self-hosted model may not be suitable for all organizations, especially those preferring cloud solutions.
− Pricing for enterprise solutions is not publicly available, requiring contact with sales for details.

− Steep learning curve for beginners unfamiliar with AI-driven tools.
− May require significant initial setup time to integrate with existing systems.
− Limited offline functionality, as it relies heavily on browser integration.
− Higher cost compared to some competitors, which may be a barrier for small startups.
− Potential for over-reliance on AI agents, which could impact developer skill development.

→ You need it for developers can identify security flaws during the coding process.
→ You need it for teams can conduct code reviews before merging changes to main branches.
→ You need it for startups can enhance application security without heavy investments.