comparison

Snyk vs GitHub Advanced Security: Third-Party Platform vs Native GitHub Security (2026)

Snyk vs GitHub Advanced Security - CodeQL SAST, secret scanning, dependency review, Copilot Autofix, per-committer pricing, and when to choose each.

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Quick Verdict

Snyk security scanning tool homepage screenshot
Snyk homepage

Snyk and GitHub Advanced Security (GHAS) represent two distinct strategies for securing your codebase. Snyk is a standalone, multi-platform security tool that works across GitHub, GitLab, Bitbucket, and Azure DevOps with deep SCA reachability analysis and fast AI-powered SAST. GHAS is GitHub’s native security suite - CodeQL for SAST, secret scanning with push protection, dependency review, Dependabot alerts, and Copilot Autofix - deeply embedded into the GitHub UI with zero external dashboard required.

If you can only pick one: Choose GHAS if your team lives entirely on GitHub Enterprise and you want security findings to appear natively in pull requests, the Security tab, and Dependabot without managing another vendor. Choose Snyk if you use multiple SCM platforms, need SCA with reachability analysis, or prioritize scan speed over analysis depth.

The real answer: Many enterprise teams use both. GHAS for secret scanning with push protection (where it is genuinely best-in-class) and Snyk for SCA depth with reachability analysis and container security. The SARIF upload feature lets Snyk results appear in the GitHub Security tab alongside CodeQL findings, so you get a unified view even with two tools. The question is whether the combined cost is justified for your threat model.

At-a-Glance Feature Comparison

CategorySnykGitHub Advanced Security
Primary focusDeveloper-first security platformNative GitHub security suite
SAST engineDeepCode AI (ML-based, seconds)CodeQL (query-based, minutes to hours)
SCACore strength - reachability analysis, auto-fix PRsDependabot (free) + dependency review (GHAS)
Secret scanningNoYes - 200+ secret types, push protection
Container scanningYes (Docker, ECR, GCR, ACR)No native container image scanning
IaC scanningYes (Terraform, CloudFormation, K8s)No
AI remediationDeepCode AI auto-fixCopilot Autofix
SCM supportGitHub, GitLab, Bitbucket, Azure DevOpsGitHub only
Free tier100 SAST, 400 SCA, 300 IaC, 100 container tests/monthFree for all public repos
Paid pricing$25/dev/month (Team)$49/committer/month (Enterprise add-on)
DeploymentCloud onlyCloud (GHEC) or self-hosted (GHES)
Custom SAST rulesNoYes - CodeQL query language
Reachability analysisYesNo
IDE integrationVS Code, JetBrainsVS Code (via GitHub Copilot), CodeQL CLI
Languages (SAST)19+11+ (C/C++, C#, Go, Java, JS/TS, Python, Ruby, Kotlin, Swift)

What Is Snyk?

Snyk is an independent, developer-first application security platform founded in 2015. It provides four core products - Snyk Code (SAST), Snyk Open Source (SCA), Snyk Container, and Snyk IaC - designed to integrate security into the developer workflow across any source control platform and CI/CD pipeline. Snyk is a Gartner Magic Quadrant Leader for Application Security Testing and is used by over 4,500 organizations.

The key philosophy behind Snyk is that security tools only work when developers actually use them. Every Snyk product prioritizes speed, low friction, and actionable results. The DeepCode AI engine powering Snyk Code completes scans in seconds rather than minutes, produces fewer false positives than traditional SAST tools, and generates AI-powered fix suggestions that developers can apply directly from a pull request or IDE.

Snyk’s SCA capability is its deepest strength. Snyk Open Source was the company’s first product and remains the most mature SCA solution in the market. Its defining feature - reachability analysis - determines whether your application actually calls the vulnerable code paths in your dependencies. This dramatically reduces noise. A typical project might have 50 CVEs across its dependency tree, but only 8 of them are reachable from your code. Snyk tells you which 8 matter, while most other SCA tools (including Dependabot) flag all 50 equally.

Snyk works across GitHub, GitLab, Bitbucket Cloud, Bitbucket Server, and Azure DevOps. This multi-platform support is one of its strongest differentiators against GHAS, which is locked to GitHub. For organizations with repositories spread across multiple platforms - a common reality in enterprises that have grown through acquisitions - Snyk provides consistent security coverage everywhere.

For a detailed breakdown of Snyk’s pricing tiers and what each plan includes, see our Snyk pricing guide.

What Is GitHub Advanced Security?

GitHub Advanced Security is GitHub’s native security suite available as an add-on for GitHub Enterprise Cloud and GitHub Enterprise Server. It bundles several security features directly into the GitHub platform, creating a seamless security experience for teams that live on GitHub. GHAS is free for all public repositories on GitHub.com.

CodeQL - SAST Engine

CodeQL is the static analysis engine at the heart of GHAS code scanning. Unlike traditional SAST tools that use pattern matching, CodeQL treats your source code as data. During the build process, CodeQL creates a relational database from your code - extracting the AST, data flow graph, control flow graph, and type information into a queryable format. Security researchers then write queries in the CodeQL query language (QL) to find vulnerability patterns in this database.

This approach is remarkably powerful. CodeQL queries can express complex vulnerability patterns that span multiple functions, classes, and files. The open-source CodeQL query repository contains thousands of community-contributed and GitHub Security Lab-maintained queries covering OWASP Top 10, CWE Top 25, and language-specific vulnerability patterns. Organizations can write custom CodeQL queries for their specific codebases - something Snyk Code does not support.

The tradeoff is speed. Creating the CodeQL database requires a build step, and running queries against it takes time. For large Java or C++ codebases, a full CodeQL scan can take 30 minutes to several hours. This makes CodeQL impractical for running on every commit in fast-moving development workflows, though incremental analysis and workflow optimizations can reduce scan times for subsequent runs.

CodeQL supports C/C++, C#, Go, Java, Kotlin, JavaScript, TypeScript, Python, Ruby, and Swift, with experimental support for additional languages being added over time.

Secret Scanning with Push Protection

Secret scanning is arguably GHAS’s strongest individual feature. It scans repository history, issues, pull request descriptions, discussions, and wikis for over 200 types of secrets from more than 100 service providers - AWS access keys, Azure credentials, GitHub tokens, Stripe API keys, database connection strings, private keys, and many more.

Push protection takes secret scanning from reactive to proactive. When enabled, push protection blocks git pushes that contain detected secrets before they ever enter the repository history. The developer sees an inline alert explaining what was detected and must either remove the secret, mark it as a false positive, or explicitly bypass the protection with a justification. This prevents the most common security incident in software development - accidentally committing credentials to version control.

Snyk has no equivalent to this feature. If secret scanning is a priority for your security program - and it should be, given that exposed credentials are consistently one of the top causes of data breaches - GHAS has a significant and unmatched advantage.

Dependency Review

The dependency review action runs on pull requests and identifies any newly introduced dependencies that have known vulnerabilities. Unlike Dependabot (which scans existing dependencies), dependency review acts as a gate - it can block a PR from merging if it adds a dependency with a critical CVE. This shifts dependency security left, catching risky packages before they enter the codebase rather than alerting after the fact.

Dependabot (Free - Not Part of GHAS)

An important distinction: Dependabot alerts and Dependabot security updates are free for all GitHub repositories. Dependabot scans dependency manifests (package.json, pom.xml, requirements.txt, go.mod, etc.) against the GitHub Advisory Database and opens automated PRs to upgrade vulnerable packages. You do not need GHAS to get Dependabot.

What Dependabot lacks compared to Snyk’s SCA is reachability analysis. Dependabot treats every CVE in your dependency tree as equally important, regardless of whether your application actually calls the vulnerable code. This creates alert fatigue - developers quickly learn to ignore Dependabot alerts when most of them flag vulnerabilities in code paths their application never touches. Snyk’s reachability analysis solves this problem by filtering alerts to only those where the vulnerable code is actually invoked.

Copilot Autofix

Copilot Autofix is the AI remediation feature within GHAS. When CodeQL identifies a vulnerability, Copilot Autofix generates a suggested code fix directly in the pull request. The fix is presented as a diff that the developer can review and apply with one click. Copilot Autofix leverages GitHub’s Copilot AI models trained on security remediation patterns.

Snyk’s DeepCode AI auto-fix provides a similar capability - AI-generated fix suggestions for vulnerabilities detected by Snyk Code. Both tools aim to reduce the time from detection to resolution. The quality of AI-generated fixes varies by vulnerability type, and developers should always review suggestions before applying them, regardless of which tool generates them.

Feature-by-Feature Breakdown

SAST: AI Speed vs. Query Depth

Snyk Code completes scans in seconds. The DeepCode AI engine uses machine learning trained on over 25 million data flow cases to perform interfile analysis. It detects vulnerabilities like SQL injection, cross-site scripting, path traversal, prototype pollution, and deserialization attacks by tracing data flows across multiple files. The AI-driven approach produces fewer false positives because the model is trained on real-world vulnerability patterns rather than abstract rules. Results include AI-generated fix suggestions that developers can apply immediately.

CodeQL provides deeper, customizable analysis - but takes much longer. The query-based approach means CodeQL can express arbitrarily complex vulnerability patterns. Security engineers can write custom queries for organization-specific patterns, framework-specific vulnerabilities, or compliance-specific checks. The open-source query repository is maintained by GitHub’s Security Lab and the broader security research community, which means new vulnerability patterns are continuously added. However, a typical CodeQL scan takes 5 to 60 minutes, with large or complex codebases sometimes exceeding an hour.

The practical difference is enormous for developer workflow. Snyk Code can run on every PR without developers noticing any pipeline slowdown. CodeQL scans often force teams to make tradeoffs - run on every PR and accept slower CI times, run only on merges to main and miss vulnerabilities until after they are merged, or run on a schedule (nightly) and disconnect findings from the PR that introduced them. Most teams using CodeQL run it on PRs for their most critical repositories and on merge or nightly for everything else.

Custom rules tip the balance for some teams. If your organization has proprietary frameworks, custom authentication patterns, or industry-specific security requirements, CodeQL’s query language lets you write detection rules that no off-the-shelf tool covers. Snyk Code does not support custom rules - you get what the DeepCode AI model detects, and nothing more.

SCA: Reachability vs. Ecosystem Integration

Snyk’s SCA with reachability analysis is the market benchmark. When Snyk scans your dependencies, it does not just check for known CVEs. It analyzes whether your application actually calls the vulnerable functions in those dependencies. A dependency might have a critical CVE in its XML parsing module, but if your application only uses its HTTP client functions, Snyk marks that CVE as not reachable and deprioritizes it. This reachability analysis reduces actionable SCA alerts by 30-70% in typical projects, which directly translates to less alert fatigue and more time spent fixing real issues.

Snyk also generates automatic remediation PRs with the minimum version upgrade that fixes the vulnerability while minimizing breaking changes. The vulnerability database is updated within 24 hours of CVE disclosure, and continuous monitoring alerts you when new CVEs affect packages already in production.

Dependabot is solid but lacks depth. Dependabot scans dependency manifests against the GitHub Advisory Database, opens automated upgrade PRs, and supports all major package ecosystems. It is free for all GitHub repositories and requires zero configuration. The experience is well integrated into GitHub - Dependabot alerts appear in the Security tab, PRs are opened automatically, and the dependency graph is visualized natively.

But Dependabot does not perform reachability analysis. Every CVE in your dependency tree is flagged with equal urgency, regardless of whether the vulnerable code is called by your application. For projects with hundreds of transitive dependencies - which includes most modern applications - this means a constant stream of alerts, many of which are not actionable. Over time, teams learn to ignore Dependabot alerts, which defeats the purpose of the tool.

The dependency review action (GHAS) adds a useful gate by blocking PRs that introduce new vulnerable dependencies. This is genuinely valuable - it prevents new risk from entering the codebase. But it does not address the depth gap on existing dependencies where Snyk’s reachability analysis provides the most value.

Secret Scanning: GHAS Wins Decisively

This is the category where GHAS has a clear, unambiguous advantage over Snyk. Snyk does not have a secret scanning product. GHAS secret scanning detects over 200 types of secrets from more than 100 service providers, scans the entire repository history, and can block pushes containing secrets before they enter version control.

Push protection is the standout feature. Preventing secrets from being committed in the first place is dramatically more effective than detecting them after the fact. Once a secret enters git history, it is compromised - even if you remove it from the current commit, it remains in the history unless you rewrite it (which is disruptive and does not help if the repository has been cloned or forked). Push protection eliminates this problem by stopping the commit before it happens.

If you are using Snyk and need secret scanning, you must add a separate tool - GitHub’s own secret scanning (available for free on public repos), GitGuardian, TruffleHog, or a similar solution. For teams already on GitHub, GHAS secret scanning provides this capability natively with no additional vendor or integration.

Container Security: Snyk Wins Here

Snyk Container is a mature, dedicated product. It scans Docker images for vulnerabilities in base images and installed packages, integrates with Docker Hub, Amazon ECR, Google Container Registry, and Azure Container Registry, and recommends specific base image upgrades that fix the most vulnerabilities with minimal disruption. Continuous monitoring alerts you when new CVEs affect images already deployed to production.

GHAS does not include native container image scanning. GitHub’s Dependabot can detect vulnerabilities in package manifests within container build files (Dockerfiles that install packages via apt, apk, etc.), but it does not perform deep container image scanning the way Snyk Container does. For teams running containerized workloads, this is a meaningful gap in GHAS coverage.

IaC Security: Snyk Wins Again

Snyk IaC scans Terraform, CloudFormation, Kubernetes manifests, and ARM templates for security misconfigurations like overly permissive IAM policies, unencrypted storage, publicly exposed databases, and missing network security rules.

GHAS does not include IaC scanning. CodeQL is designed for application source code analysis, not infrastructure configuration. Teams using GHAS that need IaC scanning must add a separate tool - Snyk IaC, Checkov, KICS, or tfsec.

Fix Suggestions: Both Offer AI-Powered Remediation

Copilot Autofix generates AI-powered fix suggestions directly in GitHub pull requests when CodeQL detects a vulnerability. The fix appears as a code diff that developers can review, modify, and commit with one click. Copilot Autofix is tightly integrated into the GitHub PR experience - the fix suggestion, the vulnerability description, the affected code, and the commit button all live in the same interface.

Snyk’s DeepCode AI auto-fix provides similar functionality. When Snyk Code detects a vulnerability, it generates an AI-suggested remediation that developers can apply from the Snyk dashboard, IDE plugin, or PR comment. Snyk’s auto-fix works across GitHub, GitLab, Bitbucket, and Azure DevOps.

Both tools generate reasonable fixes for common vulnerability patterns. Neither produces perfect remediation 100% of the time, and developers should always review AI-generated code changes. The differentiation here is more about platform integration than fix quality - Copilot Autofix is better integrated into the GitHub workflow, while Snyk auto-fix works across multiple platforms.

Pricing Comparison

GHAS Pricing

What You GetPrice
Dependabot alerts + security updatesFree (all GitHub repos)
Secret scanning (detection only, public repos)Free
CodeQL code scanning (public repos)Free
Full GHAS (private repos)$49/active committer/month

GHAS pricing is based on active committers - anyone who has pushed at least one commit to a GHAS-enabled repository in the past 90 days. This means occasional contributors and external collaborators who commit infrequently may rotate in and out of the billing count.

Team Size (Active Committers)GHAS Annual CostNotes
10$5,880Small team - competitive with Snyk Team
25$14,700Mid-size team
50$29,400Comparable to Snyk Enterprise
100$58,800Enterprise scale
200$117,600Volume discounts may apply

Important: GHAS pricing is on top of your GitHub Enterprise subscription. GitHub Enterprise Cloud costs $21/user/month. So the total per-committer cost for GitHub Enterprise + GHAS is $70/committer/month.

Snyk Pricing

PlanPriceWhat You Get
Free$0100 SAST, 400 SCA, 300 IaC, 100 container tests/month
Team$25/dev/month (min 5, max 10 devs)Unlimited scans, AI auto-fix, PR checks
EnterpriseCustom (~$670-$900/dev/year)SSO, custom policies, compliance reporting

For detailed plan breakdowns, see our Snyk pricing guide.

Cost Comparison at Scale

Team SizeSnyk Enterprise (Annual)GHAS (Annual)Notes
10 devs~$6,700-$9,000$5,880GHAS is slightly cheaper but lacks container/IaC scanning
25 devs~$16,750-$22,500$14,700GHAS is cheaper; Snyk has deeper SCA
50 devs~$33,500-$45,000$29,400GHAS significantly cheaper; Snyk adds container + IaC
100 devs~$67,000-$90,000$58,800GHAS saves $8K-$31K but covers less surface area

Key pricing observations:

GHAS is cheaper at every team size when comparing headline numbers, but the comparison is misleading because GHAS and Snyk cover different surfaces. GHAS provides SAST + secret scanning + dependency review. Snyk provides SAST + SCA with reachability + container scanning + IaC scanning. If you need container and IaC coverage with GHAS, you must add separate tools, which narrows or eliminates the price gap.

GHAS has no free tier for private repositories. Snyk’s free tier lets small teams and startups start scanning immediately at zero cost, which enables bottom-up adoption before any procurement decision.

GHAS is only available for GitHub Enterprise customers. If you are on GitHub Free or GitHub Team plans, GHAS is not an option for private repos. Snyk works with any GitHub plan.

When GHAS Excels Over Snyk

Native GitHub Integration Is Genuinely Superior

The biggest advantage of GHAS is that it is not a separate tool - it is part of GitHub. Security findings appear in the pull request checks, the repository Security tab, the organization-level Security Overview, and Dependabot alerts. There is no separate dashboard to log into, no additional vendor relationship to manage, no integration to configure and maintain.

For teams that live on GitHub, this native experience reduces friction to near zero. Developers do not need to learn a new interface or check a separate tool. Security findings are where developers already work. Secret scanning alerts appear in the same notification feed as code review comments. CodeQL results post inline PR annotations just like any other CI check.

This integration depth means higher developer engagement with security findings. When security alerts appear in the same interface where developers do their daily work, they are more likely to be seen and acted upon.

Secret Scanning Has No Equivalent in Snyk

If your security priorities include preventing credential leaks, GHAS secret scanning with push protection is the most effective solution available. No separate vendor, no additional integration, no external scanning pipeline. Secrets are detected and blocked at the git push level, before they ever enter repository history.

CodeQL’s Custom Queries Are Uniquely Powerful

For organizations with dedicated security engineering teams, CodeQL’s query language unlocks analysis capabilities that no other commercial SAST tool matches. You can write queries that express your organization’s specific security policies, detect patterns unique to your proprietary frameworks, or enforce coding standards that static analysis vendors do not cover out of the box.

The open-source CodeQL query repository also means you benefit from the global security research community. When a new vulnerability class is discovered, security researchers often publish CodeQL queries to detect it within days - sometimes before commercial SAST vendors update their rule sets.

Free for Open-Source Is Extremely Generous

GHAS being completely free for public repositories makes it the most comprehensive free security offering for open-source projects. Full CodeQL SAST, secret scanning, dependency review, and Copilot Autofix at zero cost. Snyk’s free tier for open-source is limited by monthly test quotas. For open-source maintainers, GHAS is the clear winner.

When Snyk Excels Over GHAS

Multi-SCM Support Is Non-Negotiable for Many Enterprises

GHAS works with GitHub and only GitHub. If your organization has repositories on GitLab, Bitbucket, or Azure DevOps - even a handful - GHAS cannot provide consistent security coverage. Snyk integrates with all major SCM platforms, providing a single security dashboard across your entire repository landscape.

This is not an edge case. Many enterprises have repositories spread across multiple platforms due to acquisitions, team preferences, or historical decisions. Standardizing on a single SCM platform is a multi-year migration that most organizations are either in the middle of or have not started. Snyk provides security coverage during and after that migration.

SCA with Reachability Analysis Reduces Noise Dramatically

Dependabot flags every CVE in your dependency tree. Snyk tells you which ones your application actually calls. For a typical project with 200+ transitive dependencies, Snyk’s reachability analysis can reduce actionable SCA alerts by 30-70%. This is not a marginal improvement - it is the difference between developers engaging with dependency alerts and ignoring them entirely.

Snyk also generates automatic remediation PRs with the minimum version upgrade that fixes the vulnerability, monitors production dependencies for newly disclosed CVEs, and provides license compliance checking. Dependabot provides some of these capabilities but without the reachability filtering that makes alerts meaningful.

Scan Speed Enables Every-PR Scanning

Snyk Code completes SAST scans in seconds. CodeQL scans take minutes to hours. This speed difference determines whether security scanning is part of every pull request or only runs on specific branches or schedules.

When scanning is fast enough that developers do not notice it, security becomes part of the natural workflow. When scanning takes 20+ minutes and blocks CI, teams start looking for ways to skip it. Snyk’s speed advantage translates directly into more vulnerabilities caught at the PR stage rather than post-merge.

Container and IaC Coverage Is Included

Snyk provides container image scanning and IaC security scanning as core platform capabilities. GHAS does not. For teams running containerized workloads on Kubernetes with Terraform-managed infrastructure - which describes a large and growing portion of modern development teams - Snyk covers the full stack while GHAS covers only the application code layer.

Lower False Positive Rates

Snyk Code’s DeepCode AI engine is trained on real-world vulnerability patterns and generally produces fewer false positives than CodeQL. For SCA, reachability analysis filters out CVEs that are not reachable, further reducing noise. Lower false positive rates mean developers trust the tool and act on its findings rather than dismissing them as noise.

Use Cases: When to Choose Each

Choose GHAS When

Your entire development workflow lives on GitHub Enterprise. If every repository is on GitHub and your team uses GitHub Issues, GitHub Actions, GitHub Packages, and GitHub Projects as their primary workflow tools, GHAS provides seamless security integration with zero additional vendor management.

Secret scanning and push protection are high priorities. If preventing credential leaks is a top security concern - and it should be - GHAS secret scanning with push protection is the most effective solution available. Snyk has no equivalent.

You want custom SAST rules. If your organization has security engineers who want to write custom vulnerability detection queries for proprietary frameworks or organization-specific patterns, CodeQL’s query language is uniquely powerful.

You are an open-source project or maintainer. GHAS is free for all public repositories. Full SAST, secret scanning, dependency review, and AI remediation at zero cost. This is the most generous free security offering available.

Budget simplicity matters. One vendor (GitHub), one bill, one support relationship. No additional procurement, integration, or vendor management overhead.

Choose Snyk When

You use multiple SCM platforms. Any repositories on GitLab, Bitbucket, or Azure DevOps immediately disqualify GHAS as a single-platform solution. Snyk provides consistent coverage everywhere.

SCA depth and reachability analysis are priorities. If your applications have large dependency trees and you are drowning in Dependabot alerts, Snyk’s reachability analysis cuts through the noise to show you what actually matters.

Scan speed matters more than analysis depth. If you want SAST on every PR without slowing down CI, Snyk Code’s seconds-per-scan performance is unmatched by CodeQL.

You need container and IaC security. Snyk covers container images and infrastructure-as-code natively. GHAS does not.

You are a startup or small team on GitHub Free/Team. GHAS requires GitHub Enterprise. Snyk’s free tier works with any GitHub plan, GitLab, or Bitbucket.

Developer experience is the top priority. Snyk’s overall developer workflow - fast scans, low false positives, inline fix suggestions, simple onboarding - is more polished than the GHAS experience for day-to-day security interaction.

Use Both When

You want GHAS secret scanning plus Snyk SCA. This is the most common dual-tool pattern. GHAS handles secret scanning with push protection (its strongest feature). Snyk handles SCA with reachability analysis and container scanning (its strongest features). Each tool covers what the other lacks.

You want defense-in-depth SAST. Running both CodeQL and Snyk Code catches more vulnerabilities than either alone. The finding overlap is partial - each engine detects patterns the other misses. Use the SARIF upload feature to consolidate Snyk findings in the GitHub Security tab alongside CodeQL results.

You have strict compliance requirements. Some compliance frameworks require multiple independent security scanning approaches. Running both tools satisfies auditors who want evidence of diverse scanning methodology.

Alternatives to Consider

If neither Snyk nor GHAS is the right fit, consider these alternatives:

Semgrep is an open-source, fast, and lightweight static analysis engine with a YAML-based rule syntax. Like CodeQL, it supports custom rules, but with a simpler syntax that does not require treating code as a database. Semgrep’s AppSec Platform (commercial) adds managed rules and a dashboard. Consider Semgrep if you want custom rule capabilities with faster scan times than CodeQL. Read our Semgrep alternatives analysis for more context.

Checkmarx is an enterprise AppSec platform offering SAST, DAST, SCA, API security, and IaC scanning in a unified platform. It is heavier and more expensive than both Snyk and GHAS, but provides the broadest single-vendor coverage available - including DAST, which neither Snyk nor GHAS offer. See our Snyk vs Checkmarx comparison for the full analysis.

SonarQube is a code quality platform with some security capabilities. It complements both Snyk and GHAS by providing quality gates, technical debt tracking, and coding standards enforcement. Most teams benefit from using SonarQube alongside a dedicated security tool rather than as a replacement. See Snyk vs SonarQube.

Veracode is an enterprise AppSec platform with SAST, DAST, and SCA, plus unique binary analysis capabilities (scanning compiled code without source access). Consider Veracode if binary analysis or developer security training matters to your program.

Head-to-Head on Specific Scenarios

ScenarioBetter ChoiceWhy
All-in on GitHub Enterprise, want native securityGHASZero integration friction, single vendor
Multi-SCM environment (GitHub + GitLab + Bitbucket)SnykGHAS only works with GitHub
Preventing credential leaksGHASSecret scanning + push protection is unmatched
Dependency scanning with alert prioritizationSnykReachability analysis reduces noise by 30-70%
Fastest SAST scan on every PRSnykSeconds vs. minutes/hours for CodeQL
Custom SAST rules for proprietary frameworkGHASCodeQL query language is uniquely powerful
Container image scanningSnykGHAS has no native container scanning
IaC security (Terraform, K8s)SnykGHAS does not cover IaC
Open-source project securityGHASCompletely free for public repos
Startup on GitHub Free planSnykGHAS requires GitHub Enterprise
Enterprise compliance reportingTieNeither excels - consider adding Checkmarx
AI-generated vulnerability fixesTieBoth offer solid AI remediation
Minimizing false positives in SASTSnykDeepCode AI produces fewer false positives
Budget-conscious small team (5-10 devs)SnykFree tier with real capabilities
Self-hosted / data sovereigntyGHASWorks on GHES; Snyk is cloud-only

Migration Considerations

Moving from GHAS to Snyk

If you are considering supplementing or replacing GHAS with Snyk - typically motivated by the need for reachability analysis, multi-SCM support, or container/IaC coverage:

  1. Start with Snyk Free alongside GHAS. Install the Snyk CLI and connect your GitHub repositories. Run Snyk on the same repos CodeQL scans. Compare findings, false positive rates, and the developer experience over 4-6 weeks.
  2. Keep GHAS secret scanning. Even if you move all other security scanning to Snyk, GHAS secret scanning with push protection is worth keeping. Snyk has no equivalent, and disabling push protection removes a critical safety net.
  3. Migrate SCA from Dependabot to Snyk first. This is where Snyk adds the most incremental value over GHAS. Reachability analysis immediately reduces alert noise from dependency scanning.
  4. Evaluate SAST overlap. Run both CodeQL and Snyk Code for a period and compare findings. If Snyk Code catches the vulnerabilities your team cares about with fewer false positives and faster scans, you can disable CodeQL. If CodeQL catches patterns Snyk misses - particularly through custom queries - consider running both.
  5. Use SARIF uploads for unified view. Snyk can upload its findings in SARIF format to the GitHub Security tab, so you get a single view even if using Snyk for some scanning and GHAS for others.

Moving from Snyk to GHAS

If you are considering replacing Snyk with GHAS - typically motivated by consolidating to fewer vendors or reducing costs:

  1. Assess your SCM landscape. If you have any repositories outside GitHub, GHAS cannot cover them. This is the most common blocker for GHAS adoption.
  2. Evaluate the SCA depth gap. Run Dependabot and Snyk SCA side by side. Count the actionable alerts from each tool. If Snyk’s reachability analysis reduces your alert volume by 50%+, losing that capability will increase your team’s triage burden significantly.
  3. Plan for container and IaC gaps. If you use Snyk Container or Snyk IaC, identify replacements before removing Snyk. For containers, consider Trivy (free) or Aqua Security. For IaC, consider Checkov (free) or KICS.
  4. Accept the SAST speed tradeoff. Moving from Snyk Code (seconds) to CodeQL (minutes to hours) will change your PR workflow. Some teams run CodeQL only on specific branches to avoid slowing every PR.

Final Recommendation

Snyk and GHAS are not interchangeable tools solving the same problem in different ways. They have distinct strengths, distinct gaps, and distinct ideal users. The right choice depends on your SCM landscape, your security priorities, and how your team works.

For teams fully committed to GitHub Enterprise: GHAS is the most frictionless path to application security. CodeQL provides deep SAST analysis with custom query capabilities. Secret scanning with push protection prevents credential leaks. Dependabot handles dependency alerts. Copilot Autofix generates AI remediation. Everything lives in the GitHub UI. If you do not need reachability-based SCA, container scanning, or IaC security, GHAS covers your core needs at $49/committer/month with zero integration overhead.

For teams needing multi-SCM coverage or deeper SCA: Choose Snyk. Its platform independence, SCA with reachability analysis, container scanning, and IaC security cover a broader surface area than GHAS. The scan speed advantage means security scanning runs on every PR without friction. The free tier enables adoption before procurement.

For teams that want the best of both: Use GHAS for secret scanning with push protection and Snyk for SCA with reachability analysis and container/IaC coverage. Upload Snyk SARIF results to the GitHub Security tab for a unified view. This dual-tool approach costs more but provides the most comprehensive coverage - each tool handling what it does best.

For startups and open-source projects: If you are on GitHub, enable GHAS features for free on public repos and use Snyk Free for private repos. This gives you comprehensive security coverage at zero cost. As you grow and need enterprise features, evaluate whether to invest in GHAS (if staying GitHub-only) or Snyk Enterprise (if you need multi-platform coverage or SCA depth).

The worst decision is choosing neither. Both Snyk and GHAS are mature, effective tools that catch real vulnerabilities in real code. Pick the one that fits your workflow, enable it across your repositories, and start fixing what it finds. The security gap between “no scanning” and “any scanning” is vastly larger than the gap between Snyk and GHAS.

For related comparisons, see our guides on Snyk vs Checkmarx, Snyk vs SonarQube, Snyk alternatives, and the full Snyk pricing breakdown.

Frequently Asked Questions

Is GitHub Advanced Security worth the cost?

GitHub Advanced Security is worth the cost if your organization is already on GitHub Enterprise Cloud or GitHub Enterprise Server and you want deeply integrated security without managing a separate vendor. At $49 per committer per month, GHAS adds CodeQL SAST, secret scanning with push protection, dependency review, and Copilot Autofix directly into the GitHub UI. For teams of 50 active committers, that is $29,400 per year - comparable to or less than Snyk Enterprise pricing for similar coverage. The value proposition is strongest when your entire development workflow lives on GitHub and you want security findings to appear natively in pull requests, the Security tab, and Dependabot alerts without any external dashboard. However, if you use multiple SCM platforms or need SCA with reachability analysis, Snyk provides better value.

Does GitHub Advanced Security include Dependabot?

Dependabot alerts and Dependabot security updates are free for all GitHub repositories - they are not part of GHAS. Dependabot scans your dependency manifests against the GitHub Advisory Database and opens automated PRs to upgrade vulnerable packages. What GHAS adds on top of Dependabot is the dependency review action, which blocks PRs that introduce new vulnerable dependencies before they merge. This distinction matters because many teams assume they need GHAS for dependency scanning when they already have Dependabot at no cost. GHAS is primarily about CodeQL SAST, secret scanning with push protection, and the dependency review gate - not Dependabot itself.

Can I use Snyk and GitHub Advanced Security together?

Yes, and many enterprise teams do exactly this. A common pattern is to use GHAS for secret scanning with push protection (where GitHub's native integration is exceptionally strong) and Snyk for SCA with reachability analysis (where Snyk's depth exceeds Dependabot). Some teams also run both CodeQL and Snyk Code for defense-in-depth SAST coverage, accepting the finding overlap in exchange for catching more vulnerabilities. The SARIF upload feature allows Snyk results to appear in the GitHub Security tab alongside CodeQL findings, creating a unified view even when using both tools. The main drawback of running both is cost - you are paying for GHAS ($49/committer/month) plus Snyk Enterprise pricing.

Is CodeQL better than Snyk Code for SAST?

CodeQL and Snyk Code take fundamentally different approaches to SAST. CodeQL treats code as data, creating a relational database that security engineers can query using a SQL-like language. This makes CodeQL extremely powerful for deep, custom analysis but significantly slower - scans can take minutes to hours depending on codebase size. Snyk Code uses the DeepCode AI engine with machine learning trained on millions of data flow cases, completing scans in seconds with lower false positive rates. CodeQL is better when you need custom security queries, deep interprocedural analysis, or support for languages that Snyk Code does not cover. Snyk Code is better when scan speed, developer experience, and out-of-the-box accuracy matter more. Neither is universally better - they optimize for different things.

What is the difference between GitHub code scanning and GitHub Advanced Security?

GitHub code scanning is a feature within GitHub Advanced Security, not a separate product. Code scanning uses the CodeQL analysis engine to perform SAST on your source code. GHAS is the broader security suite that includes code scanning (CodeQL SAST), secret scanning with push protection, dependency review enforcement, and Copilot Autofix for AI-generated vulnerability remediation. You cannot purchase code scanning separately - it is bundled as part of GHAS. However, code scanning with CodeQL is free for public repositories on GitHub.com, which means open-source projects get GHAS features at no cost.

How much does GitHub Advanced Security cost per developer?

GitHub Advanced Security costs $49 per active committer per month. An active committer is anyone who has pushed at least one commit to a GHAS-enabled repository in the past 90 days. This pricing applies on top of your GitHub Enterprise Cloud or GitHub Enterprise Server license. For a team of 25 active committers, GHAS costs $14,700 per year. For 100 active committers, that is $58,800 per year. GHAS is free for all public repositories on GitHub.com, which makes it an excellent choice for open-source projects. GitHub offers volume discounts for very large deployments, and GHAS is included at no additional cost in GitHub Enterprise Cloud with the GitHub Advanced Security add-on for some contract tiers.

Does Snyk scan for secrets like GHAS does?

No, Snyk does not have a dedicated secret scanning product. Snyk focuses on SAST (code vulnerabilities), SCA (dependency vulnerabilities), container security, and IaC security. GitHub Advanced Security's secret scanning is one of the most comprehensive solutions available - it scans for over 200 secret types from more than 100 service providers, including API keys, tokens, passwords, and certificates. Secret scanning with push protection goes further by blocking commits that contain detected secrets before they enter the repository history. If secret detection is important to your security program - and it should be - GHAS has a significant advantage over Snyk in this specific category.

Can I use CodeQL without paying for GitHub Advanced Security?

Yes, in two ways. First, CodeQL is free for all public repositories on GitHub.com - this means open-source projects get full GHAS capabilities at zero cost. Second, the CodeQL CLI and analysis engine are open-source and can be run locally or in CI/CD pipelines outside of GitHub, though using CodeQL outside of GitHub requires compliance with the CodeQL license terms (free for open-source and academic research, licensed for commercial use). For private repositories on GitHub, you need a GHAS license to use CodeQL through the GitHub code scanning integration.

What is Copilot Autofix and how does it compare to Snyk auto-fix?

Copilot Autofix is GitHub's AI-powered vulnerability remediation feature within GHAS. When CodeQL finds a security vulnerability, Copilot Autofix generates a suggested code fix directly in the pull request. The developer can review the AI-generated fix and apply it with one click. Snyk's DeepCode AI auto-fix works similarly - when Snyk Code detects a vulnerability, it suggests AI-generated remediation code. Both features reduce the time from vulnerability detection to resolution. Copilot Autofix is tightly integrated into the GitHub PR workflow, while Snyk auto-fix works across GitHub, GitLab, Bitbucket, and Azure DevOps. The quality of AI-generated fixes varies by vulnerability type and codebase - neither tool produces perfect fixes 100% of the time, and developers should always review AI-suggested remediations before applying them.

Should I use GHAS or Snyk for a multi-cloud, multi-SCM environment?

Snyk is the clear choice for multi-SCM environments. GHAS only works with GitHub repositories - it has no integration with GitLab, Bitbucket, Azure DevOps, or any other source control platform. Snyk integrates with GitHub, GitLab, Bitbucket Cloud, Bitbucket Server, and Azure DevOps, providing consistent security scanning across all platforms. If your organization uses multiple SCM platforms - even if GitHub is the primary one - Snyk provides unified security coverage that GHAS cannot match. GHAS is only compelling when your entire development workflow lives exclusively on GitHub.

Does GitHub Advanced Security work with GitHub Enterprise Server (self-hosted)?

Yes, GHAS is available for both GitHub Enterprise Cloud (SaaS) and GitHub Enterprise Server (self-hosted). On GitHub Enterprise Server, GHAS features including CodeQL code scanning, secret scanning, and dependency review work within your self-hosted environment. This is important for organizations with data sovereignty requirements that cannot send source code to GitHub's cloud. The GHAS features on Enterprise Server may lag slightly behind Enterprise Cloud in terms of feature releases, but the core capabilities are the same. Snyk, by contrast, is cloud-only and does not offer a self-hosted deployment option.

What languages does CodeQL support vs Snyk Code?

CodeQL supports C/C++, C#, Go, Java, Kotlin, JavaScript, TypeScript, Python, Ruby, Swift, and an experimental preview for additional languages. Snyk Code supports 19+ languages through its DeepCode AI engine including Java, JavaScript, TypeScript, Python, C#, Go, Ruby, PHP, C/C++, Kotlin, Swift, Scala, and Apex. Both tools cover the most popular programming languages. Snyk Code has slightly broader language coverage, particularly for PHP, Scala, and Apex. CodeQL's coverage for its supported languages tends to be very deep due to the queryable database approach, but it does not support as many languages overall.

Is GHAS free for open-source projects?

Yes, GitHub Advanced Security is completely free for all public repositories on GitHub.com. This includes CodeQL code scanning, secret scanning, dependency review, Copilot Autofix, and all other GHAS features. This makes GHAS one of the most generous security offerings for open-source projects. Thousands of major open-source projects use CodeQL for continuous security analysis at zero cost. Snyk also offers a free tier for open-source, but it is limited to 100 SAST tests per month, 400 SCA tests, 300 IaC tests, and 100 container tests. For open-source projects hosted on GitHub, GHAS provides more comprehensive free security coverage.

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