Amazon CodeGuru vs. ZeroPath Comparison


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About Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Integrate Amazon CodeGuru into your existing software development workflow where you will experience built-in code reviews to detect and optimize the expensive lines of code to reduce costs. Amazon CodeGuru Profiler helps developers find an application’s most expensive lines of code along with specific visualizations and recommendations on how to improve code to save money. Amazon CodeGuru Reviewer uses machine learning to identify critical issues and hard-to-find bugs during application development to improve code quality.	About ZeroPath (YC S24) is an AI-native application security platform that delivers comprehensive code protection beyond traditional SAST. Founded by security engineers from Tesla and Google, ZeroPath combines large language models with advanced program analysis to find and automatically fix vulnerabilities. ZeroPath provides complete security coverage: 1. AI-powered SAST for business logic flaws & broken authentication 2. SCA with reachability analysis 3. Secrets detection and validation 4. Infrastructure as Code 5. Automated patch generation. any more... ZeroPath delivers 2x more real vulnerabilities with 75% fewer false positives. Our research team has been successful in finding vulns like critical account takeover in better-auth (CVE-2025-61928, 300k+ weekly downloads), identifying 170+ verified bugs in curl, and discovering 0-days in production systems at Netflix, Hulu, and Salesforce. Trusted by 750+ companies and performing 200k+ code scans monthly.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises 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 Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers looking for a developer tool powered by machine learning	Audience Teams seeking a solution to enhance their application security processes without compromising development speed
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing Free - Free personal plan (free forever, incl. 1 repo, unlimited PR scans and more). - Core plan (Platform fee: $200/month, up to 25 repos, unlimited PR scans and patches, integration w/ Jira, Linear, and more). - Enterprise plan for organizations with advanced needs. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews
Pros & Cons from Real Users Pros Works with most code repositories. Code Reviewer - finds bugs and provides fixes. Code Profiles - finds un-optimized code and provides recommendations. 90 days of free trial. Cons Supports only Java and other JVM languages as of now.	Pros & Cons from Real Users Pros The scanner is absolutely amazing. We have used Synk, Semgrep and Aikido but no one comes close to the logic vulns ZeroPath is able to detect. Cons The UI is a little hard to understand and take some time getting used to
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/codeguru/	Company Information ZeroPath Founded: 2024 United States zeropath.com
Alternatives Amazon DevOps Guru Amazon	Alternatives Aikido Security
Graphite Cursor	CodeSonar CodeSecure
SonarQube Server SonarSource	DeepSource
Code Climate	Snyk
Codacy View All	The Code Registry View All
Categories AI Code Review Supported Application Performance Monitoring (APM) Supported Code Quality Supported Machine Learning Supported Software Development Analytics Supported Static Code Analysis Supported	Categories AI Code Review Supported AI Security Supported Application Security Supported Code Review Supported Cybersecurity Supported Software Composition Analysis (SCA) Supported Static Application Security Testing (SAST) Supported Static Code Analysis Supported Vulnerability Scanners Supported
Show More Features Application Performance Monitoring (APM) Features Baseline Manager Supported Diagnostic Tools Not Supported Full Transaction Diagnostics Supported Performance Control Supported Resource Management Supported Root-Cause Diagnosis Supported Server Performance Supported Trace Individual Transactions Not Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Not Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Not Supported Templates Supported Visualization Supported	Static Code Analysis Features Analytics / Reporting Supported Code Standardization / Validation Supported Multiple Programming Language Support Supported Provides Recommendations Supported Standard Security/Industry Libraries Supported Vulnerability Management Supported Show More Features Application Security Features Analytics / Reporting Supported Open Source Component Monitoring Supported Source Code Analysis Supported Third-Party Tools Integration Supported Training Resources Supported Vulnerability Detection Supported Vulnerability Remediation Supported Cybersecurity Features AI / Machine Learning Supported Behavioral Analytics Not Supported Endpoint Management Not Supported Incident Management Not Supported IOC Verification Not Supported Tokenization Not Supported Vulnerability Scanning Supported Whitelisting / Blacklisting Not Supported Static Application Security Testing (SAST) Features Application Security Supported Dashboard Supported Debugging Not Supported Deployment Management Supported IDE Supported Multi-Language Scanning Supported Real-Time Analytics Supported Source Code Scanning Supported Vulnerability Scanning Supported Vulnerability Scanners Features Asset Discovery Not Supported Black Box Scanning Not Supported Compliance Monitoring Not Supported Continuous Monitoring Supported Defect Tracking Not Supported Interactive Scanning Not Supported Logging and Reporting Supported Network Mapping Not Supported Perimeter Scanning Not Supported Risk Analysis Not Supported Threat Intelligence Not Supported Web Inspection Not Supported
Integrations Bitbucket Supported GitHub Supported Java Supported Python Supported AWS Lambda Supported Amazon EKS Supported Amazon Elastic Container Service (Amazon ECS) Supported C++ Not Supported Checkmarx Not Supported Dart Not Supported Devin Desktop Not Supported Elixir Not Supported GitLab Not Supported Go Not Supported IntelliJ IDEA Not Supported Kotlin Not Supported Ruby Not Supported Rust Not Supported TypeScript Not Supported Visual Studio Code Not Supported Show More Integrations View All 11 Integrations	Integrations Bitbucket Supported GitHub Supported Java Supported Python Supported AWS Lambda Not Supported Amazon EKS Not Supported Amazon Elastic Container Service (Amazon ECS) Not Supported C++ Supported Checkmarx Supported Dart Supported Devin Desktop Supported Elixir Supported GitLab Supported Go Supported IntelliJ IDEA Supported Kotlin Supported Ruby Supported Rust Supported TypeScript Supported Visual Studio Code Supported Show More Integrations View All 37 Integrations
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