The Best AI Code Security Scanners in 2026
Checkmarx One leads this directory with AI-assisted triage that helps investigate and fix vulnerabilities, plus scanning woven into pull requests, IDEs, and delivery pipelines. Snyk Code is the best free option: its free plan covers five projects and allows 100 tests in Snyk Code every month. Its Team plan costs $25 per user a month; the cheapest paid plan is GitHub Secret Protection at $19 per active committer a month. For large organizations seeking one broad application-security program, OpenText Fortify Software Security Platform combines static and dynamic code tests, dependency checks, infrastructure review, and container analysis, then adds policy controls and remediation reporting across the software lifecycle. GitHub CodeQL is the focused choice for teams centered on GitHub, using semantic and data-flow analysis to expose vulnerable paths and supporting custom queries. Amazon Inspector fits AWS-centric security teams that want continuous coverage for EC2 workloads, container registries, Lambda functions, source repositories, and pipeline images. Per-user starting prices run from $19 (GitHub Secret Protection) to $30 a month (Semgrep Code and GitHub Code Security).
Our top picks
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Top ranked
Checkmarx One#1 of 279.3/10Enterprise AppSec coverage from code scanning through governance and remediation.
Pricing on request
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Runner-up
9.2/10A broad, hybrid AppSec suite for organizations standardizing security across the SDLC.
Pricing on request
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Top-ranked free plan
Snyk Code#3 of 279.1/10Broad developer SAST with IDE, CI/CD, pull-request checks and AI-assisted fixes.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 27 tools, best first
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Best forEnterprise AppSec teams
Enterprise AppSec coverage from code scanning through governance and remediation.
9.3/10★★★★★Visit Checkmarx One -
Best forLarge organizations needing broad AppSec
A broad, hybrid AppSec suite for organizations standardizing security across the SDLC.
9.2/10★★★★★Visit Fortify -
Best forTeams wanting broad developer security
Broad developer SAST with IDE, CI/CD, pull-request checks and AI-assisted fixes.
9.1/10★★★★★Visit Snyk Code -
Best forMultilanguage code-quality and security teams
A broad, multilanguage scanner with quality gates, security analysis, and self-hosting.
Free plan · 30-day trial Our Qodana verdict → Visit QodanaFor vendors Sponsor this spot · #4 · $69/mo →9.0/10★★★★☆Visit Qodana -
Best forAWS-centric security teams
Deep AWS workload scanning with usage-based pricing and cloud-focused coverage.
9.0/10★★★★☆Try Amazon Inspector -
Best forEnterprise open-source risk management
Enterprise supply-chain security with deep dependency, SBOM and reachability analysis.
8.9/10★★★★☆Visit Sonatype -
Best forSMB-to-enterprise all-in-one AppSec
Aikido combines broad AppSec scanning, remediation and deployment flexibility.
8.8/10★★★★☆Visit Aikido -
Best forMid-market and enterprise AppSec
Broad hybrid AppSec coverage for mid-market and enterprise security teams.
8.7/10★★★★☆Visit OX Security -
Best forEnterprise software supply-chain security
Cycode SCA combines dependency analysis, remediation workflows and SBOMs for enterprise supply chains.
8.6/10★★★★☆Visit Cycode -
Best forEnterprise AppSec programs
Broad AppSec and AI security coverage for enterprise programs, with sales-led annual pricing.
8.5/10★★★★☆Visit Mend.io -
Best forTeams wanting affordable broad scanning
Broad AI-assisted scanning with a free tier and $24 annual Team pricing.
8.4/10★★★★☆Visit DeepSource -
Best forDeveloper-centric SAST teams
Developer-focused SAST with cross-file analysis, custom rules, and AI-assisted fixes.
8.3/10★★★★☆Visit Semgrep Code -
Best forGitHub-centric code security
Deep semantic scanning for teams already centered on GitHub.
8.2/10★★★★☆Visit GitHub CodeQL -
Best forSafety-critical C/C++ development
Deep C/C++ analysis and safety compliance for regulated engineering teams.
8.1/10★★★★☆Visit Coverity -
Best forRegulated enterprise static analysis
Enterprise source analysis with broad language coverage, policy controls, and private deployment.
8.0/10★★★★☆Visit Black Duck -
Best forEnterprise SAST across app types
Enterprise SAST spanning source, bytecode, binaries, pipelines, IDEs, and AI-assisted fixes.
7.9/10★★★★☆Visit Veracode -
Best forDependency-focused AppSec teams
A dependency-focused AppSec platform with reachability, SBOM/VEX, and remediation workflows.
7.7/10★★★★☆Visit Endor Labs -
Best forTeams prioritizing exploitability context
Prioritizes exploitable code and dependency risks with AI guidance across CI/CD and IDE workflows.
7.6/10★★★★☆Visit Qwiet AI -
Best forSupply-chain risk scanning on a budget
Dependency-focused scanning with broad risk detection, PR controls and a free tier.
7.5/10★★★★☆Visit Socket -
Best forSecrets protection across Git workflows
A secrets-focused scanner covering repositories, delivery pipelines, hooks, and identity governance.
7.4/10★★★★☆Visit GitGuardian -
Best forEnterprise secrets discovery and response
Enterprise-focused secret discovery, prioritization, remediation, and prevention across developer assets.
7.3/10★★★★☆Visit Legit Security -
Best forOpen-source SAST for small teams
A free, self-hosted source scanner with privacy analysis and CI workflows.
7.2/10★★★★☆Visit Bearer -
Best forOpen-source secrets verification
Deep secret detection and verification, with enterprise controls sold via contact sales.
- Secrets detection
7.1/10★★★★☆Visit TruffleHog -
Best forOpen-source AI-assisted SAST
Open-source scanner combining Semgrep OWASP checks, secret detection and AI triage for self-hosted CI/CD.
- Secrets detection
- AI fix suggestions
6.9/10★★★☆☆Visit Cisco SAST -
Best forExperimental attacker-first code analysis
A self-hosted scanner that traces exploit paths, challenges findings, and verifies fixes.
- AI fix suggestions
6.8/10★★★☆☆Visit VulnHunter -
Best forFree dependency security scanning
A freemium scanner for dependency risk, reachability, SBOMs, and supply-chain threats.
6.7/10★★★☆☆Visit Xygeni -
Best forGitHub secret leak prevention
Focused GitHub protection for finding and blocking leaked credentials.
6.6/10★★★☆☆Visit GitHub
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 1 | Checkmarx One | No | 9.3 | |
| 2 | OpenText Fortify Software Security Platform | 9.2 | ||
| 3 | Snyk Code | Yes | $25/user/mo | 9.1 |
| 4 | Qodana | Yes | 9.0 | |
| 5 | Amazon Inspector | No | 9.0 | |
| 6 | Sonatype Lifecycle | No | 8.9 | |
| 7 | Aikido Security | Yes | 8.8 | |
| 8 | OX Security | 8.7 | ||
| 9 | Cycode SCA | 8.6 | ||
| 10 | Mend.io | $250/user/yr | 8.5 | |
| 11 | DeepSource | Yes | 8.4 | |
| 12 | Semgrep Code | Yes | $30/user/mo | 8.3 |
| 13 | GitHub CodeQL | Yes | $30/user/mo | 8.2 |
| 14 | Synopsys Coverity | No | 8.1 | |
| 15 | Black Duck Coverity | 8.0 | ||
| 16 | Veracode Static Analysis | 7.9 | ||
| 17 | Endor Labs | Yes | 7.7 | |
| 18 | Qwiet AI | No | 7.6 | |
| 19 | Socket | Yes | $25/user/mo | 7.5 |
| 20 | GitGuardian | Yes | 7.4 | |
| 21 | Legit Security Secret Scanning | No | 7.3 | |
| 22 | Bearer | Yes | Free | 7.2 |
| 23 | TruffleHog | Yes | 7.1 | |
| 24 | Cisco AI Deep SAST | Free | 6.9 | |
| 25 | Capital One VulnHunter | Free | 6.8 | |
| 26 | Xygeni | Yes | 6.7 | |
| 27 | GitHub Secret Scanning | Yes | 6.6 |
Head-to-head All 24 comparisons →
- Checkmarx One vs OpenText Fortify Software Security Platform
- Checkmarx One vs Snyk Code
- Checkmarx One vs Qodana
- Checkmarx One vs Amazon Inspector
- Checkmarx One vs Sonatype Lifecycle
- Checkmarx One vs Aikido Security
- Checkmarx One vs OX Security
- OpenText Fortify Software Security Platform vs Snyk Code
- OpenText Fortify Software Security Platform vs Qodana
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How we rank AI code security scanners
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update