Codacy vs CodeScene vs Semgrep AI vs Snyk DeepCode
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Codacy
Automated code-quality and security gates for pull requests
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CodeScene
Behavioral code analysis with fact-checked AI auto-refactoring
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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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| RECATOOLS Score | 7.1 / 10 | 6.8 / 10 | 8.2 / 10 | 7.7 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Freemium | Paid | Open Source | Enterprise |
| Free tier | — | — | — | — |
| Paid from | — | — | — | — |
| Has API | ✗ | ✗ | ✓ | ✓ |
| Open source | ✗ | ✗ | ✓ | ✗ |
| Free to use | ✗ | ✗ | ✓ | ✗ |
| Users | — | — | — | — |
| Founded | — | — | 2017 | 2015 |
| Maker | — | — | — | — |
| Verdict | Codacy earns its keep by making standards enforceable rather than aspirational. It scans every commit and pull request across 40-plus languages for complexity, duplication, coverage gaps, style violations, secrets and SA... |
CodeScene's edge is that it doesn't just generate refactorings and hope — ACE fact-checks LLM output against the original code's behavior before it's proposed, which matters because a plausible-looking refactor that quie... |
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... |
| 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.