Side-by-side · Rubric v1.0
Mercor vs Retorio
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.
Vendor profile
Mercor
Mercor is an AI talent platform that runs automated 20-minute AI video interviews and semantic resume/profile matching to vet, score, and place candidates and expert contractors, and offers an enterprise applicant-screening product that scores employers' applicant pools against role rubrics with pass/fail recommendations.
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Mercor minus Retorio.
| Category | Weight | Mercor | Retorio | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 22 | 50 | -28 |
| Bias Audit Transparency | 18% | 10 | 40 | -30 |
| FRIA Support | 15% | 20 | 30 | -10 |
| Data Governance Disclosure | 15% | 22 | 52 | -30 |
| Human Oversight Design | 12% | 42 | 52 | -10 |
| Post-Market Monitoring | 12% | 20 | 33 | -13 |
| Customer Documentation | 8% | 40 | 50 | -10 |
| Total | 100% | 23 (F) | 44 (F) | -21 |
§ Evidence summary
Evidence count
Mercor
16 rows across 7 categories
- documentation
- 5
- absence
- 8
- public statement
- 3
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1