Side-by-side · Rubric v1.0
CodeSignal 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
CodeSignal
CodeSignal is a technical skills assessment and interview platform for developer hiring that adds AI features including an AI Interviewer, AI-assisted/agentic coding assessments, and AI-plus-human proctoring.
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 CodeSignal minus Pymetrics (Harver Games).
| Category | Weight | CodeSignal | Pymetrics (Harver Games) | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 70 | -32 |
| Bias Audit Transparency | 18% | 45 | 80 | -35 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 50 | 60 | -10 |
| Human Oversight Design | 12% | 55 | 50 | +5 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 |
| Customer Documentation | 8% | 62 | 55 | +7 |
| Total | 100% | 43 (F) | 56 (F) | -13 |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
Pymetrics (Harver Games)
11 rows across 7 categories
- documentation
- 6
- audit report
- 2
- absence
- 2
- public statement
- 1