§ The result
2 points separate HighMatch and eSkill.
Within the Assessment cohort, HighMatch edges eSkill by 2 points under rubric v1.0, 43 to 41. The 7 criteria split 5 to 1 in favour of HighMatch, with 1 level: HighMatch is ahead on Bias Audit Transparency and eSkill on Article 11 Technical Documentation. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (eSkill 25, HighMatch 30, 18% weight), is only 34% of the weighted advantage HighMatch builds across the 5 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
HighMatch
HighMatch sells pre-employment assessments built by I-O psychologists (personality, cognitive, skills, situational judgment, culture fit and minimum-qualification screens), including the Berke Assessment for small businesses, that score candidates against weighted, role-specific hiring profiles and return job-fit scores, trait reports and tailored interview guides.
§ The record
eSkill and HighMatch are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Mobley v. Workday and Colorado AI Act.
| Record | eSkill | HighMatch |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2003 | 2005 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 28% of the movement so far
Bias Audit Transparency
eSkill 25 · HighMatch 30
0.9 weighted points to HighMatch
15% weight · 51% of the movement so far
Data Governance Disclosure
eSkill 47 · HighMatch 52
0.8 weighted points to HighMatch
20% weight · 69% of the movement so far
Article 11 Technical Documentation
eSkill 48 · HighMatch 45
0.6 weighted points to eSkill
12% weight · 84% of the movement so far
Post-Market Monitoring
eSkill 36 · HighMatch 40
0.5 weighted points to HighMatch
12% weight · 95% of the movement so far
Human Oversight Design
eSkill 57 · HighMatch 60
0.4 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · HighMatch 58
0.2 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -2.0 — the difference between the two totals before either is rounded. Shares are of 3.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -2.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus HighMatch.
| Category | Weight | eSkill | HighMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 45 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 25 | 30 | -5 | -0.9 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 47 | 52 | -5 | -0.8 |
| Human Oversight Design | 12% | 57 | 60 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 36 | 40 | -4 | -0.5 |
| Customer Documentation | 8% | 56 | 58 | -2 | -0.2 |
| Total | 100% | 41 (F) | 43 (F) | -2 | -2.0 |
§ 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 | HighMatch | ||||
|---|---|---|---|---|---|---|---|
| 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 | 6 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 31 | 4 | 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; HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for eSkill and HighMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 65 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 35 for HighMatch, across 2 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- HighMatch 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