Side-by-side · Rubric v1.0
Alva Labs vs Sapia.ai
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
Alva Labs
Alva Labs sells a science-backed hiring platform whose core is a suite of proprietary psychometric assessments — an adaptive logic (general mental ability) test, a Five-Factor Model personality test, and coding tests — wrapped in candidate management, CV screening, and structured-interview tooling.
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits — with no video, audio, or demographic data used.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Alva Labs minus Sapia.ai.
| Category | Weight | Alva Labs | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 78 | 70 | +8 |
| Bias Audit Transparency | 18% | 58 | 52 | +6 |
| FRIA Support | 15% | 38 | 35 | +3 |
| Data Governance Disclosure | 15% | 68 | 62 | +6 |
| Human Oversight Design | 12% | 63 | 62 | +1 |
| Post-Market Monitoring | 12% | 52 | 50 | +2 |
| Customer Documentation | 8% | 68 | 62 | +6 |
| Total | 100% | 61 (D) | 56 (F) | +5 |
§ Evidence summary
Evidence count
Alva Labs
35 rows across 7 categories
- documentation
- 26
- absence
- 7
- audit report
- 1
- public statement
- 1
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2