# Contrast ContrastScan (SAST) vs DeepSource Autofix™ AI: side-by-side comparison (2026) [Contrast ContrastScan (SAST)](https://cybersectools.com/tools/contrast-contrastscan-sast) is a commercial [static application security testing](https://cybersectools.com/categories/sast) solution by [Contrast Security](https://cybersectools.com/companies/contrast-security). [DeepSource Autofix™ AI](https://cybersectools.com/tools/deepsource-autofixtm-ai) is a commercial [static application security testing](https://cybersectools.com/categories/sast) solution by [DeepSource](https://cybersectools.com/companies/deepsource). Features, integrations, deployment and the company behind each one, side by side. Need the answer fast? [Best SAST Solutions for Business](https://cybersectools.com/shortlists/best-sast-solutions) picks Checkmarx One Application Security Platform, Veracode Application Risk Management Platform, OpenText Fortify SAST and 4 more. ## Side-by-side comparison | | Contrast ContrastScan (SAST) | DeepSource Autofix™ AI | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Static Application Security Testing | Static Application Security Testing | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Startup, SMB, Mid-Market, Enterprise | Startup, SMB, Mid-Market, Enterprise | | Company | Contrast Security | DeepSource | | Headquarters | – | – | ### Use cases and capabilities | | Contrast ContrastScan (SAST) | DeepSource Autofix™ AI | |---|---|---| | CI/CD | Yes | Yes | | DevSecOps | Yes | Yes | ### Core features **Contrast ContrastScan (SAST)** 10 features listed. Sign in on the page to see them. **DeepSource Autofix™ AI** 7 features listed. Sign in on the page to see them. ### Integrations **Contrast ContrastScan (SAST)** 15 integrations listed. Sign in on the page to see them. **DeepSource Autofix™ AI** 4 integrations listed. Sign in on the page to see them. ## Contrast ContrastScan (SAST) vs DeepSource Autofix™ AI FAQ Common questions when comparing Contrast ContrastScan (SAST) vs DeepSource Autofix™ AI for static application security testing. ### What is the difference between Contrast ContrastScan (SAST) and DeepSource Autofix™ AI? **Contrast ContrastScan (SAST)**: SAST tool that scans code for vulnerabilities in 30+ languages with CI/CD integration. Built by Contrast Security. **DeepSource Autofix™ AI**: AI-powered code cleanup tool that automatically fixes security and quality issues. Built by DeepSource. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Contrast ContrastScan (SAST) and DeepSource Autofix™ AI? **Contrast ContrastScan (SAST)** is made by Contrast Security. **DeepSource Autofix™ AI** is made by DeepSource. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Contrast ContrastScan (SAST) a good alternative to DeepSource Autofix™ AI? Often, yes. Contrast ContrastScan (SAST) and DeepSource Autofix™ AI are both Static Application Security Testing products, and both cover CI/CD, DevSecOps. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Contrast ContrastScan (SAST) vs DeepSource SAST](https://cybersectools.com/compare/contrast-contrastscan-sast-vs-deepsource-sast) - [Contrast ContrastScan (SAST) vs Checkmarx One IaC Security](https://cybersectools.com/compare/checkmarx-one-iac-security-vs-contrast-contrastscan-sast) - [Contrast ContrastScan (SAST) vs Aikido Infrastructure as Code (IaC)](https://cybersectools.com/compare/aikido-infrastructure-as-code-iac-vs-contrast-contrastscan-sast) - [DeepSource Autofix™ AI vs DeepSource SAST](https://cybersectools.com/compare/deepsource-autofixtm-ai-vs-deepsource-sast) - [DeepSource Autofix™ AI vs Checkmarx One IaC Security](https://cybersectools.com/compare/checkmarx-one-iac-security-vs-deepsource-autofixtm-ai) - [DeepSource Autofix™ AI vs Aikido Infrastructure as Code (IaC)](https://cybersectools.com/compare/aikido-infrastructure-as-code-iac-vs-deepsource-autofixtm-ai) ## Alternatives to each - [See all Contrast ContrastScan (SAST) alternatives](https://cybersectools.com/alternatives/contrast-contrastscan-sast) - [See all DeepSource Autofix™ AI alternatives](https://cybersectools.com/alternatives/deepsource-autofixtm-ai) --- Source: https://cybersectools.com/compare/contrast-contrastscan-sast-vs-deepsource-autofixtm-ai For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/contrast-contrastscan-sast.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Contrast ContrastScan (SAST) and DeepSource Autofix™ AI: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md