§ The result
RippleMatch leads Mercor on all 7 criteria.
RippleMatch finishes 23 points clear of Mercor under rubric v1.0 — 46 against 23 — across the Sourcing and Screening cohorts. RippleMatch leads every one of the 7 criteria and 4 of them by 20 raw points or more, Bias Audit Transparency among them; Mercor leads none. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Mercor 10, RippleMatch 53, 18% weight), is only 33% of the weighted advantage RippleMatch builds across the 7 criteria it leads.
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
RippleMatch
RippleMatch is an early-career recruiting platform that sources students and recent graduates for employers' roles, ranks applicants with a 0-100 Fit Score built from criteria the recruiter configures, and adds verified skill badges, applicant review, interview scheduling and campus-event tools.
§ The record
Mercor is filed under Screening AI, RippleMatch under Candidate sourcing AI. They record no secondary category in common.
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 | RippleMatch |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2023 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 33% of the movement so far
Bias Audit Transparency
Mercor 10 · RippleMatch 53
7.7 weighted points to RippleMatch
20% weight · 54% of the movement so far
Article 11 Technical Documentation
Mercor 22 · RippleMatch 46
4.8 weighted points to RippleMatch
15% weight · 72% of the movement so far
Data Governance Disclosure
Mercor 22 · RippleMatch 50
4.2 weighted points to RippleMatch
12% weight · 81% of the movement so far
Post-Market Monitoring
Mercor 20 · RippleMatch 37
2.0 weighted points to RippleMatch
12% weight · 89% of the movement so far
Human Oversight Design
Mercor 42 · RippleMatch 57
1.8 weighted points to RippleMatch
8% weight · 95% of the movement so far
Customer Documentation
Mercor 40 · RippleMatch 60
1.6 weighted points to RippleMatch
15% weight · 100% of the movement so far
FRIA Support
Mercor 20 · RippleMatch 27
1.1 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -23.2 — the difference between the two totals before either is rounded. Shares are of 23.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -23 beside that -23.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Mercor minus RippleMatch.
| Category | Weight | Mercor | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 22 | 46 | -24 | -4.8 |
| Bias Audit Transparency | 18% | 10 | 53 | -43 | -7.7 |
| FRIA Support | 15% | 20 | 27 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 22 | 50 | -28 | -4.2 |
| Human Oversight Design | 12% | 42 | 57 | -15 | -1.8 |
| Post-Market Monitoring | 12% | 20 | 37 | -17 | -2.0 |
| Customer Documentation | 8% | 40 | 60 | -20 | -1.6 |
| Total | 100% | 23 (F) | 46 (F) | -23 | -23.2 |
§ 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 | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 5 | 1 | Audit reportSources on the vendor's own domainSources 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 | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 8 | Sources on the vendor's own domain | 35 | 7 | 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; RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 documented absences; some documentation or audit rows for RippleMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 58 evidence rows on file for these two vendors: 16 for Mercor, across 4 distinct source domains, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- Mercor last reviewed
- June 7, 2026 · HireAIScore editorial team
- RippleMatch 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