Head to head
Fiori vs Panel Review
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Fiori (86/100 against 78). Panel Review is hosted and callable through the gateway; Fiori runs on your own machine. Fiori has noticeably more public adoption.
| Fiori | Panel Review | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | B78/100 |
| Adoption | Established | Growing |
| GitHub stars | 156 | 2 |
| Downloads / week | 57k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | MIT |
| Last release | 2026-09-19 | 2026-09-17 |
| Category | AI and agents | AI and agents |