Side-by-side · Rubric v1.0
Ceipal vs Pymetrics (Harver Games)
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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Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
35
FSubstantial gaps
Vendor profile
Pymetrics (Harver Games)
Behavioral assessment using browser-based "games" that infer cognitive and emotional traits. Acquired by Harver in 2022 and folded into the Harver Games product line.
56
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Pymetrics (Harver Games).
| Category | Weight | Ceipal | Pymetrics (Harver Games) | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 70 | -40 |
| Bias Audit Transparency | 18% | 20 | 80 | -60 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 46 | 60 | -14 |
| Human Oversight Design | 12% | 46 | 50 | -4 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 |
| Customer Documentation | 8% | 53 | 55 | -2 |
| Total | 100% | 35 (F) | 56 (F) | -21 |
§ Evidence summary
Evidence count
Ceipal
20 rows across 7 categories
- absence
- 7
- documentation
- 9
- public statement
- 4
Evidence count
Pymetrics (Harver Games)
11 rows across 7 categories
- documentation
- 6
- audit report
- 2
- absence
- 2
- public statement
- 1