§ The result
eSkill leads Mercor on all 7 criteria.
Under rubric v1.0, eSkill (Assessment) opens an 18-point lead on Mercor (Screening), 41 to 23. Of the 7 criteria Mercor wins none, and the narrowest lead eSkill holds is on FRIA Support, eSkill 30 to Mercor 20. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (eSkill 48, Mercor 22, 20% weight), but it accounts for only 29% of the weighted advantage eSkill holds across the 7 criteria on that side of the table.
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
Mercor
Mercor is an AI talent platform that runs automated 20-minute AI video interviews and semantic resume/profile matching to vet, score, and place candidates and expert contractors, and offers an enterprise applicant-screening product that scores employers' applicant pools against role rubrics with pass/fail recommendations.
§ The record
eSkill is filed under Assessment AI, Mercor under Screening AI. They also share 1 secondary category: Video interview.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Mobley v. Workday and Colorado AI Act.
| Record | eSkill | Mercor |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2003 | 2023 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 29% of the movement so far
Article 11 Technical Documentation
eSkill 48 · Mercor 22
5.2 weighted points to eSkill
15% weight · 49% of the movement so far
Data Governance Disclosure
eSkill 47 · Mercor 22
3.8 weighted points to eSkill
18% weight · 64% of the movement so far
Bias Audit Transparency
eSkill 25 · Mercor 10
2.7 weighted points to eSkill
12% weight · 75% of the movement so far
Post-Market Monitoring
eSkill 36 · Mercor 20
1.9 weighted points to eSkill
12% weight · 85% of the movement so far
Human Oversight Design
eSkill 57 · Mercor 42
1.8 weighted points to eSkill
15% weight · 93% of the movement so far
FRIA Support
eSkill 30 · Mercor 20
1.5 weighted points to eSkill
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · Mercor 40
1.3 weighted points to eSkill
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +18.1 — the difference between the two totals before either is rounded. Shares are of 18.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +18 beside that +18.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus Mercor.
| Category | Weight | eSkill | Mercor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 22 | +26 | +5.2 |
| Bias Audit Transparency | 18% | 25 | 10 | +15 | +2.7 |
| FRIA Support | 15% | 30 | 20 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 47 | 22 | +25 | +3.8 |
| Human Oversight Design | 12% | 57 | 42 | +15 | +1.8 |
| Post-Market Monitoring | 12% | 36 | 20 | +16 | +1.9 |
| Customer Documentation | 8% | 56 | 40 | +16 | +1.3 |
| Total | 100% | 41 (F) | 23 (F) | +18 | +18.1 |
§ 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 | Mercor | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 2 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 10 | 8 | Sources on the vendor's own domain |
eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Mercor has 16 evidence rows across 7 of 7 criteria — 10 with a source URL, 8 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 46 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 16 for Mercor, across 4 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- Mercor 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