Side-by-side · Rubric v1.0
iMocha vs Paycom
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
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).
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iMocha minus Paycom.
| Category | Weight | iMocha | Paycom | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 68 | — |
| Bias Audit Transparency | 18% | 44 | 38 | +6 |
| FRIA Support | 15% | 38 | 30 | +8 |
| Data Governance Disclosure | 15% | 66 | 62 | +4 |
| Human Oversight Design | 12% | 64 | 55 | +9 |
| Post-Market Monitoring | 12% | 48 | 38 | +10 |
| Customer Documentation | 8% | 66 | 60 | +6 |
| Total | 100% | 56 (F) | 50 (F) | +6 |
§ Evidence summary
Evidence count
iMocha
26 rows across 7 categories
- documentation
- 19
- absence
- 5
- public statement
- 1
- audit report
- 1
Evidence count
Paycom
20 rows across 7 categories
- documentation
- 9
- public statement
- 3
- absence
- 7
- audit report
- 1