§ The result
HighMatch leads Mercor on all 7 criteria.
HighMatch finishes 20 points clear of Mercor under rubric v1.0 — 43 against 23 — across the Assessment and Screening cohorts. HighMatch leads every one of the 7 criteria and 4 of them by 20 raw points or more, Article 11 Technical Documentation among them; Mercor leads none. Data Governance Disclosure is the widest raw gap (HighMatch 52, Mercor 22) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (HighMatch 45, Mercor 22), 23% of the weighted advantage HighMatch builds across the 7 criteria it leads.
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.
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
HighMatch is filed under Assessment AI, Mercor under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | HighMatch | Mercor |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2005 | 2023 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 23% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · Mercor 22
4.6 weighted points to HighMatch
15% weight · 45% of the movement so far
Data Governance Disclosure
HighMatch 52 · Mercor 22
4.5 weighted points to HighMatch
18% weight · 63% of the movement so far
Bias Audit Transparency
HighMatch 30 · Mercor 10
3.6 weighted points to HighMatch
12% weight · 75% of the movement so far
Post-Market Monitoring
HighMatch 40 · Mercor 20
2.4 weighted points to HighMatch
12% weight · 85% of the movement so far
Human Oversight Design
HighMatch 60 · Mercor 42
2.2 weighted points to HighMatch
15% weight · 93% of the movement so far
FRIA Support
HighMatch 30 · Mercor 20
1.5 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
HighMatch 58 · Mercor 40
1.4 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +20.2 — the difference between the two totals before either is rounded. Shares are of 20.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +20.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus Mercor.
| Category | Weight | HighMatch | Mercor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 22 | +23 | +4.6 |
| Bias Audit Transparency | 18% | 30 | 10 | +20 | +3.6 |
| FRIA Support | 15% | 30 | 20 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 52 | 22 | +30 | +4.5 |
| Human Oversight Design | 12% | 60 | 42 | +18 | +2.2 |
| Post-Market Monitoring | 12% | 40 | 20 | +20 | +2.4 |
| Customer Documentation | 8% | 58 | 40 | +18 | +1.4 |
| Total | 100% | 43 (F) | 23 (F) | +20 | +20.2 |
§ 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 | HighMatch | Mercor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 2 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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% | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 10 | 8 | Sources on the vendor's own domain |
HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 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 HighMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 51 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 16 for Mercor, across 4 distinct source domains.
- Rubric
- v1.0
- HighMatch 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