Codacy vs Semgrep Assistant
Side-by-side from the Top 11 ranking of CodeRabbit vs Copilot vs Greptile: 11 Best AI Code Review Tools 2026. Last verified July 24, 2026.
The short answer
Codacy ranks higher on Top 11 (#10 vs #11) for Engineering leads and platform teams adding an AI reviewer to their pull request workflow. Best dashboards, average AI commentary.
At a glance
| Codacy | Semgrep Assistant | |
|---|---|---|
| Top 11 rank | #10 / CodeRabbit vs Copilot vs Greptile: 11 Best AI Code Review Tools 2026 | #11 / CodeRabbit vs Copilot vs Greptile: 11 Best AI Code Review Tools 2026 |
| Score (out of 9.4) | 7.5 | 7.4 |
| Best for | Quality gates and coverage dashboards | Rules first, AI only for triage |
| Pricing | $ ($21 per user/mo) | $ ($40 per contributor/mo, free under 10 contributors) |
| HQ | Lisbon, Portugal | San Francisco, USA |
| Founded | 2012 | 2017 |
Codacy
Best dashboards, average AI commentary.
www.codacy.com/See full entry in CodeRabbit vs Copilot vs Greptile: 11 Best AI Code Review Tools 2026
Semgrep Assistant
Deterministic rules, AI used only to triage.
semgrep.dev/products/semgrep-code/See full entry in CodeRabbit vs Copilot vs Greptile: 11 Best AI Code Review Tools 2026
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.