Snyk vs Semgrep vs GitHub Advanced Security 2026: Top 3 AI AppSec / DevSecOps Compared
Snyk (US $7.4B, 2,800+ customers; Google / Salesforce / Atlassian; DeepCode AI + Auto-Fix), Semgrep (US $120M, 10,000+ customers; Slack / Snowflake / Coinbase; OSS modern SAST), GitHub Advanced Security (Microsoft $3T; CodeQL + Dependabot + Copilot Autofix) compared on features, pricing, and best fit. +90% vuln detection, -80% false positives, -70% fix time, +60% AI auto-fix adoption.
Verdict:Choose Snyk for all-in-one (SAST + SCA + container + IaC + secret) + AI auto-fix + Fortune 500 references. Choose Semgrep for OSS self-host + easy custom rules + modern tech stacks (Slack / Snowflake style). Choose GitHub Advanced Security for GitHub-native + Copilot Autofix + CodeQL + Dependabot + secret scanning. Choose Checkmarx One or Veracode for enterprise SAST + compliance heritage. Choose Endor Labs for reachability analysis + noise -85%. Choose Wiz Code for code-to-cloud + CNAPP integration. Choose Apiiro / Cycode for ASPM + risk-based prioritization. Choose SonarQube for code quality + security.
Table of Contents
Snyk & Semgrep Overview
Snyk
US $7.4B valuation, 2,800+ customers, Google / Salesforce / Atlassian / New Relic / Asana; SAST (DeepCode AI) + SCA + container + IaC + secret all-in-one, -80% false positives, auto-fix PRs; free 100 tests/mo / Team $25/dev / Enterprise custom; top developer adoption.
Learn more about Snyk →Semgrep
US $120M, 10,000+ customers, Slack / Snowflake / Coinbase / Figma; OSS + cloud, 5,000+ rules with easy custom rule authoring, Pro Rules + Assistant AI; free / $30/dev/mo; modern SAST leader.
Learn more about Semgrep →Feature & Pricing Comparison
| Feature | Snyk | Semgrep |
|---|---|---|
| Scope | SAST + SCA + container + IaC + secret + ASPM full-stack all-in-one | SAST focus (Pro Rules), SCA beta, easy custom rules |
| Pricing | Free 100 tests/mo / Team $25/dev / Enterprise custom ($50K-500K/yr) | Community OSS free / Pro $30/dev/mo / Enterprise custom ($10K-200K/yr) |
| AI auto-fix | DeepCode AI Auto-Fix (auto-generated PRs, +60% acceptance) | Semgrep Assistant (AI triage + fix suggestions; Pro plan) |
| OSS self-host | Cloud-centric (Snyk Broker on-prem connector) | Full self-host (Semgrep CE), easy Docker / CI integration |
| Custom rules | Custom Snyk Code Rules (limited; standard rules central) | YAML rules in a few lines; strong for org policy |
| Dependencies (SCA) | Top-tier SCA (vuln DB, reachability, license, SBOM) | Supply Chain beta (weaker than Snyk) |
| Target customers | Startup to mid-market to enterprise; 50% of Fortune 500 | Tech-forward (Slack / Snowflake / Figma), modern stacks, security engineer led |
| IDE plugins | VS Code / IntelliJ / Eclipse / Visual Studio (top UX) | VS Code / IntelliJ (basic functionality) |
Our Verdict
Our Verdict
Choose Snyk for all-in-one (SAST + SCA + container + IaC + secret) + AI auto-fix + Fortune 500 references. Choose Semgrep for OSS self-host + easy custom rules + modern tech stacks (Slack / Snowflake style). Choose GitHub Advanced Security for GitHub-native + Copilot Autofix + CodeQL + Dependabot + secret scanning. Choose Checkmarx One or Veracode for enterprise SAST + compliance heritage. Choose Endor Labs for reachability analysis + noise -85%. Choose Wiz Code for code-to-cloud + CNAPP integration. Choose Apiiro / Cycode for ASPM + risk-based prioritization. Choose SonarQube for code quality + security.
Recommendations by Use Case
All-in-one AppSec + Fortune 500
Google / Salesforce / Atlassian, SAST + SCA + container + IaC, DeepCode AI
OSS self-host + custom rules
Slack / Snowflake / Coinbase, OSS + 5,000 rules + YAML custom
GitHub-native + Copilot
CodeQL + Dependabot + Secret + Copilot Autofix integrated
Enterprise SAST + compliance
40% of Fortune 100, FedRAMP / HIPAA / PCI DSS v4.0
Reachability + supply chain
CVEs only on reachable paths, noise -85%, next-gen SCA
Code-to-cloud visibility
CNAPP + code, pre-prod + runtime
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