Head to head
HumanMirror Outcome vs Fitter
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
Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.
Full listing
No reviews yet
Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
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 Fitter (88/100 against 58). HumanMirror Outcome is hosted and callable through the gateway; Fitter runs on your own machine. Fitter has noticeably more public adoption.
| HumanMirror Outcome | Fitter | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C58/100 | A88/100 |
| Adoption | New | Growing |
| GitHub stars | – | 133 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-08-29 |
| Category | AI and agents | AI and agents |