Side-by-side · Rubric v1.0
Manatal vs Sapia.ai
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
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Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
41
FSubstantial gaps
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits — with no video, audio, or demographic data used.
56
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Manatal minus Sapia.ai.
| Category | Weight | Manatal | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 70 | -37 |
| Bias Audit Transparency | 18% | 22 | 52 | -30 |
| FRIA Support | 15% | 33 | 35 | -2 |
| Data Governance Disclosure | 15% | 52 | 62 | -10 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 43 | 50 | -7 |
| Customer Documentation | 8% | 62 | 62 | — |
| Total | 100% | 41 (F) | 56 (F) | -15 |
§ Evidence summary
Evidence count
Manatal
20 rows across 7 categories
- documentation
- 12
- absence
- 5
- public statement
- 3
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2