Side-by-side · Rubric v1.0
iMocha 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.
Vendor profile
iMocha
iMocha is an AI-powered skills assessment and skills-intelligence platform that evaluates candidates and employees across technical, cognitive, coding, and soft skills for hiring and internal talent management, including AI-based coding simulators and an AI video interviewer (Tara).
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 iMocha minus Sapia.ai.
| Category | Weight | iMocha | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 70 | -2 |
| Bias Audit Transparency | 18% | 44 | 52 | -8 |
| FRIA Support | 15% | 38 | 35 | +3 |
| Data Governance Disclosure | 15% | 66 | 62 | +4 |
| Human Oversight Design | 12% | 64 | 62 | +2 |
| Post-Market Monitoring | 12% | 48 | 50 | -2 |
| Customer Documentation | 8% | 66 | 62 | +4 |
| Total | 100% | 56 (F) | 56 (F) | — |
§ Evidence summary
Evidence count
iMocha
26 rows across 7 categories
- documentation
- 19
- absence
- 5
- public statement
- 1
- audit report
- 1
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2