GitGuardian vs Semgrep AI vs Snyk DeepCode vs Socket
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
GitGuardian
Secrets detection in source code
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Semgrep AI
AI-augmented static analysis (open source)
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Snyk DeepCode
AI-powered code security scanner
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Socket
Blocks malicious npm/PyPI packages at PR time.
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| RECATOOLS Score | 8.4 / 10 | 8.2 / 10 | 7.7 / 10 | 8 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Freemium | Open Source | Enterprise | Freemium |
| Free tier | — | — | — | — |
| Paid from | — | — | — | — |
| Has API | ✓ | ✓ | ✓ | ✗ |
| Open source | ✗ | ✓ | ✗ | ✗ |
| Free to use | ✓ | ✓ | ✗ | ✗ |
| Users | — | — | — | — |
| Founded | 2017 | 2017 | 2015 | — |
| Maker | — | — | — | — |
| Verdict | GitGuardian is a category leader in secrets detection, scanning source code, commits and CI for leaked API keys and credentials, and has expanded into non-human identity governance and broader code security. Its detectio... |
Semgrep is one of the strongest developer-first application security platforms: fast pattern-based static analysis, secrets detection, supply-chain (SCA) scanning, and an AI layer (Semgrep Assistant) that triages finding... |
Snyk DeepCode AI is the machine-learning engine behind Snyk Code's static application security testing, trained on large volumes of open-source code to deliver fast, low-false-positive vulnerability detection plus AI-gen... |
Socket does the thing CVE scanners can't: it reads what a package actually does, spotting install-script shenanigans, obfuscation, and network calls that signal a supply-chain attack, then flags it in your pull request b... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.