CodeScene vs Codacy vs Sourcegraph Cody vs Semgrep AI
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
CodeScene
Behavioral code analysis with fact-checked AI auto-refactoring
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Codacy
Automated code-quality and security gates for pull requests
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Sourcegraph Cody
Sourcegraph's AI code assistant — now enterprise-only
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Semgrep AI
AI-augmented static analysis (open source)
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| RECATOOLS Score | 6.8 / 10 | 7.1 / 10 | 7.5 / 10 | 8.2 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Paid | Freemium | Paid | Open Source |
| Free tier | — | — | — | — |
| Paid from | — | — | $59/user/month (Enterprise, annual contract; plans from ~$16,000/yr) | — |
| Has API | ✗ | ✗ | ✗ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✓ |
| Free to use | ✗ | ✗ | ✗ | ✓ |
| Users | — | — | 200k+ developers | — |
| Founded | — | — | 2013 | 2017 |
| Maker | — | — | Sourcegraph | — |
| Verdict | 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... |
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... |
Cody used deep code-graph indexing from Sourcegraph's search platform to ground chat, autocomplete and edits in your actual repositories rather than just the open file — genuinely useful on large, tangled monorepos most... |
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... |
| 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.