Head to head
Python Code Reviewer vs Guardvibe
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Python Code Reviewer
Corg.duckdns.43-134-36-21/python-code-reviewerNo reviews yet
Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.
Full listing
No reviews yet
Deterministic security layer your AI can't be. 472 rules, 39 tools, CLI + doctor + host audit.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Python Code Reviewer (67/100 against 58). Python Code Reviewer is hosted and callable through the gateway; Guardvibe runs on your own machine. Guardvibe has noticeably more public adoption.
| Python Code Reviewer | Guardvibe | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | C58/100 |
| Adoption | New | Growing |
| GitHub stars | – | 5 |
| Downloads / week | – | 63 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 2 | 42 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | Apache-2.0 |
| Last release | — | 2026-09-22 |
| Category | Security | Security |