§ The result
2 points separate RippleMatch and Prevue HR.
RippleMatch (Sourcing) edges Prevue HR (Assessment) by 2 points under rubric v1.0, 46 to 44. The 7 criteria split 5 to 1 in favour of RippleMatch, with 1 level: RippleMatch is ahead on Bias Audit Transparency and Prevue HR on Post-Market Monitoring. One criterion, Bias Audit Transparency, is both the widest raw gap (Prevue HR 44, RippleMatch 53) and the heaviest weighted swing, and at 18% weight it makes up 61% of the weighted advantage RippleMatch holds across the 5 criteria it leads.
Vendor profile
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
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
Prevue HR is filed under Assessment AI, RippleMatch under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act and Illinois HB 3773. Only Prevue HR is in scope of Mobley v. Workday.
| Record | Prevue HR | RippleMatch |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | CA | US |
| Founded | 1994 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 54% of the movement so far
Bias Audit Transparency
Prevue HR 44 · RippleMatch 53
1.6 weighted points to RippleMatch
12% weight · 66% of the movement so far
Human Oversight Design
Prevue HR 54 · RippleMatch 57
0.4 weighted points to RippleMatch
12% weight · 78% of the movement so far
Post-Market Monitoring
Prevue HR 40 · RippleMatch 37
0.4 weighted points to Prevue HR
15% weight · 88% of the movement so far
Data Governance Disclosure
Prevue HR 48 · RippleMatch 50
0.3 weighted points to RippleMatch
20% weight · 95% of the movement so far
Article 11 Technical Documentation
Prevue HR 45 · RippleMatch 46
0.2 weighted points to RippleMatch
8% weight · 100% of the movement so far
Customer Documentation
Prevue HR 58 · RippleMatch 60
0.2 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -2.3 — the difference between the two totals before either is rounded. Shares are of 3.0 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 -2.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus RippleMatch.
| Category | Weight | Prevue HR | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 46 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 44 | 53 | -9 | -1.6 |
| FRIA Support | 15% | 27 | 27 | - | - |
| Data Governance Disclosure | 15% | 48 | 50 | -2 | -0.3 |
| Human Oversight Design | 12% | 54 | 57 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 40 | 37 | +3 | +0.4 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 44 (F) | 46 (F) | -2 | -2.3 |
§ 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 | Prevue HR | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | 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% | 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% | 5 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 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 Prevue HR and RippleMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 76 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 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