Head to head
Decisionmatrix vs Scholar Feed
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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Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.
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Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (83 and 79 out of 100). Scholar Feed has noticeably more public adoption.
| Decisionmatrix | Scholar Feed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | B79/100 |
| Adoption | Growing | Established |
| GitHub stars | 0 | 11 |
| Downloads / week | 28 | 187 |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | 6 | 27 |
| Write actions | 1 | 6 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-08-12 | 2026-09-15 |
| Category | SEO | SEO |