# Best AI Code Security > Editorial buyer's guide to tools that secure AI-generated code and AI coding agents (GitHub Copilot, Cursor, Claude Code and others). Ten tools ranked and one more reviewed, scored 0-5 on six weighted criteria: AI code and assistant coverage 25%, endpoint deployment and tamper resistance 20%, governance and policy control 20%, developer experience 15%, pricing and buying clarity 10%, remediation and ASPM depth 10%. Built from public vendor documentation, marketplace listings and review-platform data, last reviewed 2026-10-11. No hands-on testing. Disclosure: This site is produced with support from Legit Security, which is ranked here. Scores are editorial and research-based, built from public vendor documentation and review-platform data. ## Current ranking (2026-10-11) 1. Legit Security 4.4 2. Snyk 4.1 T-3. Backslash Security 3.9 T-3. Endor Labs 3.9 5. OX Security 3.8 6. Cycode 3.7 7. Semgrep 3.5 8. Apiiro 3.4 9. Wiz Code 3.3 10. GitHub Advanced Security 2.9 Also reviewed: Aikido Security 3.0 ## Rankings - [Top 10 best AI code security tools in 2026](https://bestaicodesecurity.com/best-ai-code-security-tools): ranked list with scores and verdicts - [September 2026 ranking (previous edition)](https://bestaicodesecurity.com/previous-ranking): frozen seven-criterion ranking - [AI code security tools compared](https://bestaicodesecurity.com/compare): full score matrix and the AI Coding Assistant Coverage Census - [Compare tools side by side](https://bestaicodesecurity.com/multi-compare): two to five tools in one table - [Cost and score calculator](https://bestaicodesecurity.com/calculator): re-weight the criteria and price published plans for your team size - [AI code security FAQ](https://bestaicodesecurity.com/faq): short answers with links - [How we rate](https://bestaicodesecurity.com/how-we-rate): criteria, weights, formula, limitations ## Reviews - [Legit Security review](https://bestaicodesecurity.com/reviews/legit-security) Codex: supported (per Legit). - [Snyk review](https://bestaicodesecurity.com/reviews/snyk) - [Backslash Security review](https://bestaicodesecurity.com/reviews/backslash-security) - [Endor Labs review](https://bestaicodesecurity.com/reviews/endor-labs) - [OX Security review](https://bestaicodesecurity.com/reviews/ox-security) - [Cycode review](https://bestaicodesecurity.com/reviews/cycode) - [Semgrep review](https://bestaicodesecurity.com/reviews/semgrep) - [Apiiro review](https://bestaicodesecurity.com/reviews/apiiro) - [Wiz Code review](https://bestaicodesecurity.com/reviews/wiz-code) - [GitHub Advanced Security review](https://bestaicodesecurity.com/reviews/github-advanced-security) - [Aikido Security review](https://bestaicodesecurity.com/reviews/aikido-security) ## Head-to-head - [Legit Security vs Wiz Code](https://bestaicodesecurity.com/legit-security-vs-wiz-code) - [Legit Security vs Snyk](https://bestaicodesecurity.com/legit-security-vs-snyk) - [Legit Security vs Backslash Security](https://bestaicodesecurity.com/legit-security-vs-backslash-security) - [Legit Security vs Endor Labs](https://bestaicodesecurity.com/legit-security-vs-endor-labs) - [Legit Security vs OX Security](https://bestaicodesecurity.com/legit-security-vs-ox-security) - [Legit Security vs Cycode](https://bestaicodesecurity.com/legit-security-vs-cycode) - [Legit Security vs Semgrep](https://bestaicodesecurity.com/legit-security-vs-semgrep) - [Legit Security vs Apiiro](https://bestaicodesecurity.com/legit-security-vs-apiiro) - [Legit Security vs GitHub Advanced Security](https://bestaicodesecurity.com/legit-security-vs-github-advanced-security) - [Legit Security vs Aikido Security](https://bestaicodesecurity.com/legit-security-vs-aikido-security) - [Backslash Security vs Snyk](https://bestaicodesecurity.com/backslash-security-vs-snyk) - [Endor Labs vs Snyk](https://bestaicodesecurity.com/endor-labs-vs-snyk) - [OX Security vs Snyk](https://bestaicodesecurity.com/ox-security-vs-snyk) - [Cycode vs Snyk](https://bestaicodesecurity.com/cycode-vs-snyk) - [Semgrep vs Snyk](https://bestaicodesecurity.com/semgrep-vs-snyk) - [Apiiro vs Snyk](https://bestaicodesecurity.com/apiiro-vs-snyk) - [Snyk vs Wiz Code](https://bestaicodesecurity.com/snyk-vs-wiz-code) - [GitHub Advanced Security vs Snyk](https://bestaicodesecurity.com/github-advanced-security-vs-snyk) - [Aikido Security vs Snyk](https://bestaicodesecurity.com/aikido-security-vs-snyk) - [Backslash Security vs Endor Labs](https://bestaicodesecurity.com/backslash-security-vs-endor-labs) - [Backslash Security vs OX Security](https://bestaicodesecurity.com/backslash-security-vs-ox-security) - [Backslash Security vs Cycode](https://bestaicodesecurity.com/backslash-security-vs-cycode) - [Backslash Security vs Semgrep](https://bestaicodesecurity.com/backslash-security-vs-semgrep) - [Apiiro vs Backslash Security](https://bestaicodesecurity.com/apiiro-vs-backslash-security) - [Backslash Security vs Wiz Code](https://bestaicodesecurity.com/backslash-security-vs-wiz-code) - [Backslash Security vs GitHub Advanced Security](https://bestaicodesecurity.com/backslash-security-vs-github-advanced-security) - [Aikido Security vs Backslash Security](https://bestaicodesecurity.com/aikido-security-vs-backslash-security) - [Endor Labs vs OX Security](https://bestaicodesecurity.com/endor-labs-vs-ox-security) - [Cycode vs Endor Labs](https://bestaicodesecurity.com/cycode-vs-endor-labs) - [Endor Labs vs Semgrep](https://bestaicodesecurity.com/endor-labs-vs-semgrep) - [Apiiro vs Endor Labs](https://bestaicodesecurity.com/apiiro-vs-endor-labs) - [Endor Labs vs Wiz Code](https://bestaicodesecurity.com/endor-labs-vs-wiz-code) - [Endor Labs vs GitHub Advanced Security](https://bestaicodesecurity.com/endor-labs-vs-github-advanced-security) - [Aikido Security vs Endor Labs](https://bestaicodesecurity.com/aikido-security-vs-endor-labs) - [Cycode vs OX Security](https://bestaicodesecurity.com/cycode-vs-ox-security) - [OX Security vs Semgrep](https://bestaicodesecurity.com/ox-security-vs-semgrep) - [Apiiro vs OX Security](https://bestaicodesecurity.com/apiiro-vs-ox-security) - [OX Security vs Wiz Code](https://bestaicodesecurity.com/ox-security-vs-wiz-code) - [GitHub Advanced Security vs OX Security](https://bestaicodesecurity.com/github-advanced-security-vs-ox-security) - [Aikido Security vs OX Security](https://bestaicodesecurity.com/aikido-security-vs-ox-security) - [Cycode vs Semgrep](https://bestaicodesecurity.com/cycode-vs-semgrep) - [Apiiro vs Cycode](https://bestaicodesecurity.com/apiiro-vs-cycode) - [Cycode vs Wiz Code](https://bestaicodesecurity.com/cycode-vs-wiz-code) - [Cycode vs GitHub Advanced Security](https://bestaicodesecurity.com/cycode-vs-github-advanced-security) - [Aikido Security vs Cycode](https://bestaicodesecurity.com/aikido-security-vs-cycode) - [Apiiro vs Semgrep](https://bestaicodesecurity.com/apiiro-vs-semgrep) - [Semgrep vs Wiz Code](https://bestaicodesecurity.com/semgrep-vs-wiz-code) - [GitHub Advanced Security vs Semgrep](https://bestaicodesecurity.com/github-advanced-security-vs-semgrep) - [Aikido Security vs Semgrep](https://bestaicodesecurity.com/aikido-security-vs-semgrep) - [Apiiro vs Wiz Code](https://bestaicodesecurity.com/apiiro-vs-wiz-code) - [Apiiro vs GitHub Advanced Security](https://bestaicodesecurity.com/apiiro-vs-github-advanced-security) - [Aikido Security vs Apiiro](https://bestaicodesecurity.com/aikido-security-vs-apiiro) - [GitHub Advanced Security vs Wiz Code](https://bestaicodesecurity.com/github-advanced-security-vs-wiz-code) - [Aikido Security vs Wiz Code](https://bestaicodesecurity.com/aikido-security-vs-wiz-code) - [Aikido Security vs GitHub Advanced Security](https://bestaicodesecurity.com/aikido-security-vs-github-advanced-security) ## Alternatives - [Legit Security alternatives](https://bestaicodesecurity.com/legit-security-alternatives) - [Snyk alternatives](https://bestaicodesecurity.com/snyk-alternatives) - [Backslash Security alternatives](https://bestaicodesecurity.com/backslash-security-alternatives) - [Endor Labs alternatives](https://bestaicodesecurity.com/endor-labs-alternatives) - [OX Security alternatives](https://bestaicodesecurity.com/ox-security-alternatives) - [Cycode alternatives](https://bestaicodesecurity.com/cycode-alternatives) - [Semgrep alternatives](https://bestaicodesecurity.com/semgrep-alternatives) - [Apiiro alternatives](https://bestaicodesecurity.com/apiiro-alternatives) - [Wiz Code alternatives](https://bestaicodesecurity.com/wiz-code-alternatives) - [GitHub Advanced Security alternatives](https://bestaicodesecurity.com/github-advanced-security-alternatives) - [Aikido Security alternatives](https://bestaicodesecurity.com/aikido-security-alternatives) ## Guides and definitions - [How to secure code written by Copilot, Cursor and Claude Code](https://bestaicodesecurity.com/guides/secure-ai-generated-code) - [What is ASPM](https://bestaicodesecurity.com/guides/what-is-aspm) - [What is vibe coding security](https://bestaicodesecurity.com/guides/what-is-vibe-coding-security) - [AI code security university](https://bestaicodesecurity.com/university): lessons and glossary - [Glossary](https://bestaicodesecurity.com/university/glossary) - [What is an AI-BOM](https://bestaicodesecurity.com/university/glossary/ai-bom) - [What is MCP security](https://bestaicodesecurity.com/university/glossary/mcp-security) - [Coding agent attack surface](https://bestaicodesecurity.com/university/coding-agent-attack-surface) - [Secrets protection from the IDE to the merge](https://bestaicodesecurity.com/university/secrets-from-ide-to-merge) - [CRA and NIST SSDF for AppSec teams](https://bestaicodesecurity.com/university/cra-and-ssdf-for-appsec) - [SAST, SCA and secrets scanning for AI-generated code](https://bestaicodesecurity.com/university/pull-request-checks-sast-sca-secrets) - [MCP server security: inventory, approval and policy](https://bestaicodesecurity.com/university/mcp-server-inventory-and-policy) - [How AI code security tools prioritize findings](https://bestaicodesecurity.com/university/prioritization-reachability-and-context) - [AI code security pricing: units, tiers and what to ask](https://bestaicodesecurity.com/university/reading-ai-code-security-pricing) ## Notes - [AI code security notes](https://bestaicodesecurity.com/notes): dated analysis for buyers - [AI code security news recap: June to September 2026](https://bestaicodesecurity.com/notes/ai-code-security-news-recap-june-to-september) - [What AI code security tools cost: published prices compared](https://bestaicodesecurity.com/notes/ai-code-security-pricing-compared) - [How to run a proof of concept for a coding agent security tool](https://bestaicodesecurity.com/notes/proof-of-concept-coding-agent-security) - [Six AI code security myths, checked against public sources](https://bestaicodesecurity.com/notes/ai-code-security-myths-and-facts) - [The standards behind AI code security](https://bestaicodesecurity.com/notes/standards-behind-ai-code-security) - [How to evaluate coding agent security tools: a buyer's checklist](https://bestaicodesecurity.com/notes/coding-agent-security-buyer-checklist) - [npm v12 install script defaults and AI coding agents](https://bestaicodesecurity.com/notes/npm-v12-install-scripts-ai-agents) - [Agentic remediation in AppSec: how fix agents compare](https://bestaicodesecurity.com/notes/agentic-remediation-fix-agents) ## News - [AI code security news](https://bestaicodesecurity.com/news): dated summaries of vendor and standards announcements, updated monthly ## Site information - [Contact](https://bestaicodesecurity.com/contact) - [Privacy Policy](https://bestaicodesecurity.com/privacy-policy) - [Cookie Policy](https://bestaicodesecurity.com/cookie-policy) - [Terms of Use](https://bestaicodesecurity.com/terms-of-use) - [Copyright and DMCA policy](https://bestaicodesecurity.com/dmca)