Side-by-side · Rubric v1.0
CodeSignal vs Sova Assessment
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.
Export comparison (CSV)Pro→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
Sova Assessment
Sova Assessment is a UK-based enterprise talent assessment platform combining personality questionnaires, cognitive and ability tests, situational judgement, video interviews, virtual assessment centres and AI-led role simulations into a single occupational-psychology-validated candidate scoring workflow.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus Sova Assessment.
| Category | Weight | CodeSignal | Sova Assessment | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 55 | -17 |
| Bias Audit Transparency | 18% | 45 | 38 | +7 |
| FRIA Support | 15% | 25 | 40 | -15 |
| Data Governance Disclosure | 15% | 50 | 52 | -2 |
| Human Oversight Design | 12% | 55 | 55 | — |
| Post-Market Monitoring | 12% | 38 | 40 | -2 |
| Customer Documentation | 8% | 62 | 62 | — |
| Total | 100% | 43 (F) | 48 (F) | -5 |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
Sova Assessment
34 rows across 7 categories
- documentation
- 25
- absence
- 8
- audit report
- 1