Head to head
Knowledge vs VibeView
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Evidence-graded, task-level record of how AI and automation change 70 occupations. Read-only.
Full listing
No reviews yet
Drive live iOS, Android, Apple TV and Android TV devices in the cloud to verify app changes.
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 VibeView (82/100 against 69). Knowledge is hosted and callable through the gateway; VibeView runs on your own machine. VibeView has noticeably more public adoption.
| Knowledge | VibeView | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C69/100 | B82/100 |
| Adoption | New | Growing |
| GitHub stars | – | 0 |
| Downloads / week | – | 596 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 16 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-18 |
| Category | Productivity | Productivity |