Precogs AI vs. StackGen Comparison


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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.	About Generate context-aware, secure IaC from application code without code changes. We love infrastructure as code, but that doesn’t mean there isn’t room for improvement. StackGen uses an application’s code to generate consistent, secure, and compliant IaC. Remove bottlenecks, liabilities, and error-prone manual processes between DevOps, developers, and security to get your application to market faster. Allow developers a better, more productive experience without becoming infrastructure experts. Consistency, security, and policy guardrails are incorporated by default when IaC is auto-generated. Context-aware IaC is auto-generated, with no code changes required, supported, and rightsized with least-privileged access controls. No need to rebuild your pipelines. StackGen works alongside your existing workflows to remove silos between teams. Enable developers to auto-generate IaC that complies with your provisioning checklist.
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 Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software development teams, DevOps teams, security engineers, and enterprises building applications with AI-assisted development tools.	Audience Developers interested in a tool to generate infrastructure from code automatically based on application code
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $34/month Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not 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 Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Precogs AI Founded: 2025 United Kingdom www.precogs.ai/	Company Information StackGen Founded: 2023 United States stackgen.com
Alternatives Aikido Security 4.6 out of 5 stars	Alternatives ArchFormation
Asterisk	InfrOS
CodeSentry CodeSecure	Ludus AI
Kiuwan Code Security Kiuwan 4.5 out of 5 stars	Callstack.ai PR Reviewer Callstack.ai
ObjectSecurity BinLens ObjectSecurity View All	EasyCode View All
Categories Code Security Supported	Categories AI Code Generators Supported

Integrations GitHub Supported GitLab Supported AWS Lambda Not Supported Amazon CloudFront Not Supported Amazon DynamoDB Not Supported Amazon EKS Not Supported Amazon Route 53 Not Supported Amazon S3 Not Supported Amazon Simple Queue Service (SQS) Not Supported Amazon Web Services (AWS) Not Supported Bitbucket Not Supported Helm Not Supported Java Not Supported Jira Supported Kubernetes Not Supported Microsoft Azure Not Supported Python Not Supported Slack Supported Terraform Not Supported Show More Integrations View All 4 Integrations	Integrations GitHub Supported GitLab Supported AWS Lambda Supported Amazon CloudFront Supported Amazon DynamoDB Supported Amazon EKS Supported Amazon Route 53 Supported Amazon S3 Supported Amazon Simple Queue Service (SQS) Supported Amazon Web Services (AWS) Supported Bitbucket Supported Helm Supported Java Supported Jira Not Supported Kubernetes Supported Microsoft Azure Supported Python Supported Slack Not Supported Terraform Supported Show More Integrations View All 17 Integrations
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