§ The result
SmartRecruiters leads eSkill on all 7 criteria.
SmartRecruiters finishes 21 points clear of eSkill under rubric v1.0 — 62 (D) against 41 (F) — across the ATS-integrated and Assessment cohorts. Of the 7 criteria eSkill wins none, and the narrowest lead SmartRecruiters holds is on Human Oversight Design, eSkill 57 to SmartRecruiters 62. One criterion, Bias Audit Transparency, is both the widest raw gap (eSkill 25, SmartRecruiters 78) and the heaviest weighted swing, and at 18% weight it makes up 45% of the weighted advantage SmartRecruiters holds across the 7 criteria it leads.
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.
Vendor profile
SmartRecruiters
SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
§ The record
eSkill is filed under Assessment AI, SmartRecruiters under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only eSkill is in scope of Mobley v. Workday.
| Record | eSkill | SmartRecruiters |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2003 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 45% of the movement so far
Bias Audit Transparency
eSkill 25 · SmartRecruiters 78
9.5 weighted points to SmartRecruiters
20% weight · 66% of the movement so far
Article 11 Technical Documentation
eSkill 48 · SmartRecruiters 70
4.4 weighted points to SmartRecruiters
15% weight · 77% of the movement so far
FRIA Support
eSkill 30 · SmartRecruiters 45
2.3 weighted points to SmartRecruiters
15% weight · 88% of the movement so far
Data Governance Disclosure
eSkill 47 · SmartRecruiters 62
2.3 weighted points to SmartRecruiters
12% weight · 94% of the movement so far
Post-Market Monitoring
eSkill 36 · SmartRecruiters 48
1.4 weighted points to SmartRecruiters
12% weight · 97% of the movement so far
Human Oversight Design
eSkill 57 · SmartRecruiters 62
0.6 weighted points to SmartRecruiters
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · SmartRecruiters 63
0.6 weighted points to SmartRecruiters
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -21.0 — the difference between the two totals before either is rounded. Shares are of 21.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -21 beside that -21.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus SmartRecruiters.
| Category | Weight | eSkill | SmartRecruiters | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 70 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 25 | 78 | -53 | -9.5 |
| FRIA Support | 15% | 30 | 45 | -15 | -2.3 |
| Data Governance Disclosure | 15% | 47 | 62 | -15 | -2.3 |
| Human Oversight Design | 12% | 57 | 62 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 36 | 48 | -12 | -1.4 |
| Customer Documentation | 8% | 56 | 63 | -7 | -0.6 |
| Total | 100% | 41 (F) | 62 (D) | -21 | -21.0 |
§ 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 | eSkill | SmartRecruiters | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 1 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 11 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; SmartRecruiters has 13 evidence rows across 7 of 7 criteria — 11 with a source URL, 2 documented absences; some documentation or audit rows for eSkill and SmartRecruiters sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 13 for SmartRecruiters, across 2 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- SmartRecruiters last reviewed
- June 7, 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