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48 Best AI SAST Alternatives & Competitors (2026) | CybersecTools

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AI SAST

Best AI SAST Alternatives & Competitors in 2026

Top picks: Gecko Security, Parameter Sentinel, DeepSource SAST — plus 45 more compared.

Application Security

Evaluating AI SAST alternatives comes down to matching Application Security capabilities to your environment, integrations, and budget rather than chasing feature parity. The options below are compared on what actually drives a switch: coverage, deployment fit, pricing, and real reviews from security teams. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.

AI SAST Alternatives and Competitors

AI SAST is a free Static Application Security Testing tool developed by Xygeni. Security professionals most commonly compare it with Gecko Security, Parameter Sentinel, DeepSource SAST, Contrast ContrastScan (SAST), and Checkmarx One IaC Security. All 48 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.

Looking for free options across categories? See our curated roundup of application security tools and other open source picks→ Free & Open Source Tools

Data verified Sep 2026

View AI SAST All Application Security Compare Stacks Market Map Explore All Tools

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Top AI SAST Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to AI SAST, including their key features and shared capabilities.

Commercial

Static Application Security Testing

AI-native SAST platform finding multi-step & business logic vulns in code.

Key features: AI-native semantic code graph analysis for accurate vulnerability detection, Threat modeling across services and release cycles, Natural language security policy authoring applied across code and dependencies, CI/CD pipeline integration with PR/MR bot for inline developer feedback, Contextual scanning across multiple repositories and microservices

Shares 4 capabilities with AI SAST: DEVSECOPS, Vulnerability, CI/CD, Vulnerability Prioritization

View Gecko Security|Gecko Security alternatives|Compare Gecko Security

Parameter Sentinel

Commercial

Static Application Security Testing

AI-powered PR security reviewer that flags exploitable vulns before merge.

Key features: Automated pull request security review on PR open, Inline PR comments with vulnerability findings and confidence scores, Execution path tracing beyond the code diff for context-aware analysis, Detection of broken access control and IDOR vulnerabilities, Detection of injection vulnerabilities and SSRF

Shares 4 capabilities with AI SAST: DEVSECOPS, OWASP, Vulnerability, CI/CD

View Parameter Sentinel|Parameter Sentinel alternatives|Compare Parameter Sentinel

DeepSource SAST

Commercial

Static Application Security Testing

SAST engine that scans code commits for security vulnerabilities

Key features: Automated security scans on every commit, Thousands of security checks per scan, Pre-production vulnerability detection, Version control system integration, Continuous code security analysis

View DeepSource SAST|DeepSource SAST alternatives|Compare DeepSource SAST

Contrast ContrastScan (SAST)

Commercial

Static Application Security Testing

SAST tool that scans code for vulnerabilities in 30+ languages with CI/CD integration

Key features: Static code scanning for 30+ languages and frameworks, Risk-based analysis engine to identify exploitable vulnerabilities, Low false positive rate through prioritization of real threats, Code-level remediation guidance with fix instructions, CI/CD pipeline integration

View Contrast ContrastScan (SAST)|Contrast ContrastScan (SAST) alternatives|Compare Contrast ContrastScan (SAST)

Checkmarx One IaC Security

Commercial

Static Application Security Testing

IaC security scanner detecting vulnerabilities and misconfigurations in templates

Key features: IaC template scanning for vulnerabilities and misconfigurations, Real-time code scanning with immediate feedback, Custom security rule enforcement, Build blocking for detected security issues, Line-of-code level vulnerability references

View Checkmarx One IaC Security|Checkmarx One IaC Security alternatives|Compare Checkmarx One IaC Security

Aikido Infrastructure as Code (IaC)

Commercial

Static Application Security Testing

IaC scanner for Terraform, CloudFormation, and Helm misconfigurations

Key features: Terraform configuration scanning, CloudFormation template scanning, Helm chart scanning, CI/CD pipeline integration, Dockerfile security scanning

View Aikido Infrastructure as Code (IaC)|Aikido Infrastructure as Code (IaC) alternatives|Compare Aikido Infrastructure as Code (IaC)

Aikido Static Application Security Testing (SAST)

Commercial

Static Application Security Testing

SAST tool that identifies security and quality issues in source code

Key features: Multi-language SAST scanning for 16+ programming languages, AI-powered false positive reduction and triaging, Inline pull request comments for vulnerability findings, IDE integration for real-time code analysis, AI-generated automated fix pull requests

View Aikido Static Application Security Testing (SAST)|Aikido Static Application Security Testing (SAST) alternatives|Compare Aikido Static Application Security Testing (SAST)

Datadog Static Code Analysis

Commercial

Static Application Security Testing

SAST tool for identifying security vulnerabilities in source code

Key features: Static code analysis for security vulnerabilities, Source code scanning, Security vulnerability detection, Code quality analysis, CI/CD pipeline integration

View Datadog Static Code Analysis|Datadog Static Code Analysis alternatives|Compare Datadog Static Code Analysis

All 48 Alternatives & Competitors to AI SAST

AI-native SAST platform finding multi-step & business logic vulns in code.

Static Application Security Testing

Parameter Sentinel

AI-powered PR security reviewer that flags exploitable vulns before merge.

Static Application Security Testing

DeepSource SAST

SAST engine that scans code commits for security vulnerabilities

Static Application Security Testing

Contrast ContrastScan (SAST)

SAST tool that scans code for vulnerabilities in 30+ languages with CI/CD integration

Static Application Security Testing

Checkmarx One IaC Security

IaC security scanner detecting vulnerabilities and misconfigurations in templates

Static Application Security Testing

Aikido Infrastructure as Code (IaC)

IaC scanner for Terraform, CloudFormation, and Helm misconfigurations

Static Application Security Testing

Aikido Static Application Security Testing (SAST)

SAST tool that identifies security and quality issues in source code

Static Application Security Testing

Datadog Static Code Analysis

SAST tool for identifying security vulnerabilities in source code

Static Application Security Testing

DeepSource Autofix™ AI

AI-powered code cleanup tool that automatically fixes security and quality issues

Static Application Security Testing

DerSecur DerScanner

SAST tool that scans source code and binaries for security vulnerabilities

Static Application Security Testing

AI-powered SAST tool for scanning code vulnerabilities with low false positives

Static Application Security Testing

Cycode SAST - Static Application Security Testing

SAST scanner for identifying security vulnerabilities in source code

Static Application Security Testing

SAST tool that identifies vulnerabilities in source code across 30+ languages

Static Application Security Testing

Black Duck Coverity Static Analysis

SAST tool for finding code quality & security defects in large-scale software

Static Application Security Testing

Upwind Code Security

Code security platform for AI-generated and traditional code with runtime intel

Static Application Security Testing

AI-powered code security platform for detecting and fixing vulnerabilities

Static Application Security Testing

Dedge Security W3SPM

Web3 security platform for smart contract analysis and blockchain development

Static Application Security Testing

AI-powered automated security code reviews for pull requests

Static Application Security Testing

Developer-first SAST tool for finding security & privacy vulns in code.

Static Application Security Testing

IaC scanner detecting misconfigs, vulnerabilities & policy violations in templates.

Static Application Security Testing

SAST platform that runs scans and ingests SARIF results into a unified dashboard.

Static Application Security Testing

Start Left® IaC Security

Scans IaC templates for misconfigs and vulns before deployment.

Static Application Security Testing

Qodo AI Code Review Platform

AI platform for automated code review, security risk detection across the SDLC.

Static Application Security Testing

AI-powered secure code platform for vulnerability detection & codebase analysis.

Static Application Security Testing

AI-powered IaC remediation tool that auto-generates merge-ready security fix PRs.

Static Application Security Testing

DevArmor Implementation Verification

Enforces security design controls on every PR via policy-as-code checks.

Static Application Security Testing

Aikido AI Code Review

AI-powered code review tool providing automated PR feedback and quality analysis

Static Application Security Testing

Corgea AI-Native SAST

AI-native SAST tool that finds and fixes code vulnerabilities using LLMs

Static Application Security Testing

AI-powered SAST tool that finds and auto-fixes code vulnerabilities in real-time

Static Application Security Testing

SonarSource SonarQube

Code quality and security platform with SAST, SCA, and AI-powered remediation

Static Application Security Testing

Perforce Klocwork

Static code analyzer & SAST tool for C, C++, Java, JavaScript, Python, Kotlin

Static Application Security Testing

SonarSource SonarQube Cloud

Cloud-based SAST platform for code quality and security analysis

Static Application Security Testing

SAST solution that scans 30+ languages to find and fix code vulnerabilities

Static Application Security Testing

DerScanner Full Cycle Application Security Testing

Full-cycle app security platform with SAST, DAST, MAST, SCA & binary analysis

Static Application Security Testing

CodeThreat AI-Native AppSec Platform

AI-native AppSec platform for code security analysis and vulnerability detection

Static Application Security Testing

Black Duck Code Sight IDE Plug-in

IDE plugin for SAST and SCA scanning with real-time vulnerability detection

Static Application Security Testing

Symbiotic Security

Real-time AI-powered code security tool for IDE vulnerability detection & fix

Static Application Security Testing

Fluid Attacks SAST

SAST tool for continuous source code vulnerability scanning and remediation

Static Application Security Testing

Snyk DeepCode AI

AI-powered SAST tool for code vulnerability detection and automated fixing

Static Application Security Testing

Data Theorem Code SAST Secure

SAST tool with SCA, SBOM generation, and attack path analysis capabilities

Static Application Security Testing

Semgrep Assistant

AI-powered SAST tool that triages findings and provides remediation guidance

Static Application Security Testing

Corgea Malware Scanning

Source code malware scanner detecting backdoors and malicious code in repos

Static Application Security Testing

AI-powered code security fix generator for developer workflows

Static Application Security Testing

Olympix Enterprise-Grade Security Tools

Enterprise security tools for smart contract vulnerability detection in Web3/DeFi

Static Application Security Testing

ZeroPath AI-Native SAST

AI-powered SAST tool for detecting vulnerabilities in application code

Static Application Security Testing

AI-powered SAST tool for vulnerability detection, triaging, and patching

Static Application Security Testing

Source code verification tool that finds bugs and security vulnerabilities

Static Application Security Testing

OpenRefactory iCR for C

Automated C code analysis and repair tool benchmarked against NIST SAMATE.

Static Application Security Testing

Also compare alternatives to:

Gecko Security alternatives Parameter Sentinel alternatives DeepSource SAST alternatives Contrast ContrastScan (SAST) alternatives Checkmarx One IaC Security alternatives Aikido Infrastructure as Code (IaC) alternatives Aikido Static Application Security Testing (SAST) alternatives Datadog Static Code Analysis alternatives DeepSource Autofix™ AI alternatives DerSecur DerScanner alternatives Qwiet AI SAST alternatives Cycode SAST - Static Application Security Testing alternatives

Compare AI SAST with:

AI SAST vs Gecko Security AI SAST vs Parameter Sentinel AI SAST vs DeepSource SAST AI SAST vs Contrast ContrastScan (SAST)AI SAST vs Checkmarx One IaC Security AI SAST vs Aikido Infrastructure as Code (IaC)AI SAST vs Aikido Static Application Security Testing (SAST)AI SAST vs Datadog Static Code Analysis

AI SAST Alternatives FAQ

Common questions security professionals ask when evaluating alternatives and competitors to AI SAST.

What are the best alternatives to AI SAST?

The most popular alternatives to AI SAST include Gecko Security, Parameter Sentinel, DeepSource SAST, Contrast ContrastScan (SAST), and Checkmarx One IaC Security. These Static Application Security Testing tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

How many alternatives to AI SAST are available?

There are 48 alternatives to AI SAST listed on CybersecTools, all within the Static Application Security Testing category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is AI SAST free or commercial?

AI SAST is a free Static Application Security Testing tool. You can use it at no cost. Both free and commercial alternatives are available for comparison.

What type of tool is AI SAST?

AI SAST is a Static Application Security Testing tool within the broader Application Security category. It is used by security professionals for static application security testing capabilities and can be compared against 48 similar tools.

Have more questions? Browse our categories or search for specific tools.

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