Side-by-side · Rubric v1.0
Ceipal vs Spark Hire
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
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
Spark Hire
Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Spark Hire.
| Category | Weight | Ceipal | Spark Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 58 | -28 |
| Bias Audit Transparency | 18% | 20 | 62 | -42 |
| FRIA Support | 15% | 25 | 30 | -5 |
| Data Governance Disclosure | 15% | 46 | 60 | -14 |
| Human Oversight Design | 12% | 46 | 62 | -16 |
| Post-Market Monitoring | 12% | 38 | 38 | — |
| Customer Documentation | 8% | 53 | 64 | -11 |
| Total | 100% | 35 (F) | 53 (F) | -18 |
§ Evidence summary
Evidence count
Ceipal
20 rows across 7 categories
- absence
- 7
- documentation
- 9
- public statement
- 4
Evidence count
Spark Hire
20 rows across 7 categories
- documentation
- 10
- absence
- 4
- audit report
- 1
- public statement
- 5