Side-by-side · Rubric v1.0
Paycom 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.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
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.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Pymetrics (Harver Games).
| Category | Weight | Paycom | Pymetrics (Harver Games) | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 70 | -2 |
| Bias Audit Transparency | 18% | 38 | 80 | -42 |
| FRIA Support | 15% | 30 | 25 | +5 |
| Data Governance Disclosure | 15% | 62 | 60 | +2 |
| Human Oversight Design | 12% | 55 | 50 | +5 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 |
| Customer Documentation | 8% | 60 | 55 | +5 |
| Total | 100% | 50 (F) | 56 (F) | -6 |
§ Evidence summary
Evidence count
Paycom
20 rows across 7 categories
- documentation
- 9
- public statement
- 3
- absence
- 7
- audit report
- 1
Evidence count
Pymetrics (Harver Games)
11 rows across 7 categories
- documentation
- 6
- audit report
- 2
- absence
- 2
- public statement
- 1