§ The result
SmartRecruiters leads Mercor on all 7 criteria.
Rubric v1.0 puts 39 points between SmartRecruiters (ATS-integrated) and Mercor (Screening): 62 (D) for SmartRecruiters, 23 (F) for Mercor. SmartRecruiters is ahead of Mercor on all 7 criteria, every one of them by 20 raw points or more. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Mercor 10, SmartRecruiters 78, 18% weight), but it accounts for only 31% of the weighted advantage SmartRecruiters holds across the 7 criteria on that side of the table.
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.
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
Mercor is filed under Screening AI, SmartRecruiters under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Mercor is in scope of Mobley v. Workday.
| Record | Mercor | SmartRecruiters |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2023 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 31% of the movement so far
Bias Audit Transparency
Mercor 10 · SmartRecruiters 78
12.2 weighted points to SmartRecruiters
20% weight · 56% of the movement so far
Article 11 Technical Documentation
Mercor 22 · SmartRecruiters 70
9.6 weighted points to SmartRecruiters
15% weight · 71% of the movement so far
Data Governance Disclosure
Mercor 22 · SmartRecruiters 62
6.0 weighted points to SmartRecruiters
15% weight · 81% of the movement so far
FRIA Support
Mercor 20 · SmartRecruiters 45
3.8 weighted points to SmartRecruiters
12% weight · 89% of the movement so far
Post-Market Monitoring
Mercor 20 · SmartRecruiters 48
3.4 weighted points to SmartRecruiters
12% weight · 95% of the movement so far
Human Oversight Design
Mercor 42 · SmartRecruiters 62
2.4 weighted points to SmartRecruiters
8% weight · 100% of the movement so far
Customer Documentation
Mercor 40 · SmartRecruiters 63
1.8 weighted points to SmartRecruiters
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -39.2 — the difference between the two totals before either is rounded. Shares are of 39.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -39 beside that -39.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Mercor minus SmartRecruiters.
| Category | Weight | Mercor | SmartRecruiters | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 22 | 70 | -48 | -9.6 |
| Bias Audit Transparency | 18% | 10 | 78 | -68 | -12.2 |
| FRIA Support | 15% | 20 | 45 | -25 | -3.8 |
| Data Governance Disclosure | 15% | 22 | 62 | -40 | -6.0 |
| Human Oversight Design | 12% | 42 | 62 | -20 | -2.4 |
| Post-Market Monitoring | 12% | 20 | 48 | -28 | -3.4 |
| Customer Documentation | 8% | 40 | 63 | -23 | -1.8 |
| Total | 100% | 23 (F) | 62 (D) | -39 | -39.2 |
§ 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 | Mercor | SmartRecruiters | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 1 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 2 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 1 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 8 | Sources on the vendor's own domain | 11 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
Mercor has 16 evidence rows across 7 of 7 criteria — 10 with a source URL, 8 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 SmartRecruiters sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 29 evidence rows on file for these two vendors: 16 for Mercor, across 4 distinct source domains, and 13 for SmartRecruiters, across 2 distinct source domains.
- Rubric
- v1.0
- Mercor last reviewed
- June 7, 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