§ The result
eSkill leads Ceipal by 6 points.
Under rubric v1.0, eSkill, filed under Assessment, finishes on 41 and Ceipal, filed under ATS-integrated, on 35, 6 points apart. eSkill leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Ceipal leads 1, including Post-Market Monitoring. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Ceipal 30, eSkill 48 — and at a 20% weight it carries 52% of the weighted advantage eSkill holds across the 6 criteria on that side of the table.
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
eSkill
eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.
§ The record
Ceipal is filed under ATS-integrated AI, eSkill under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only eSkill is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | eSkill |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2003 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 50% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · eSkill 48
3.6 weighted points to eSkill
12% weight · 68% of the movement so far
Human Oversight Design
Ceipal 46 · eSkill 57
1.3 weighted points to eSkill
18% weight · 81% of the movement so far
Bias Audit Transparency
Ceipal 20 · eSkill 25
0.9 weighted points to eSkill
15% weight · 91% of the movement so far
FRIA Support
Ceipal 25 · eSkill 30
0.8 weighted points to eSkill
12% weight · 95% of the movement so far
Post-Market Monitoring
Ceipal 38 · eSkill 36
0.2 weighted points to Ceipal
8% weight · 98% of the movement so far
Customer Documentation
Ceipal 53 · eSkill 56
0.2 weighted points to eSkill
15% weight · 100% of the movement so far
Data Governance Disclosure
Ceipal 46 · eSkill 47
0.1 weighted points to eSkill
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -6.7 — the difference between the two totals before either is rounded. Shares are of 7.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus eSkill.
| Category | Weight | Ceipal | eSkill | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 48 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 20 | 25 | -5 | -0.9 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 46 | 47 | -1 | -0.1 |
| Human Oversight Design | 12% | 46 | 57 | -11 | -1.3 |
| Post-Market Monitoring | 12% | 38 | 36 | +2 | +0.2 |
| Customer Documentation | 8% | 53 | 56 | -3 | -0.2 |
| Total | 100% | 35 (F) | 41 (F) | -6 | -6.7 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Ceipal | eSkill | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 24 | 6 | Sources on the vendor's own domainSources on a separate domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for eSkill sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 30 for eSkill, across 2 distinct source domains.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 2026 · HireAIScore editorial team
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next