§ The result
SmartRecruiters leads RippleMatch on all 7 criteria.
Under rubric v1.0, SmartRecruiters (ATS-integrated) opens a 16-point lead on RippleMatch (Sourcing), 62 (D) to 46 (F). Of the 7 criteria RippleMatch wins none, and the narrowest lead SmartRecruiters holds is on Customer Documentation, RippleMatch 60 to SmartRecruiters 63. The widest raw gap and the heaviest weighted swing fall on different criteria: Bias Audit Transparency (RippleMatch 53, SmartRecruiters 78) and Article 11 Technical Documentation at 20% (RippleMatch 46, SmartRecruiters 70), the second being 30% of the weighted advantage SmartRecruiters holds across the 7 criteria on that side of the table.
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.
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
RippleMatch is filed under Candidate sourcing AI, SmartRecruiters under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | RippleMatch | SmartRecruiters |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2016 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 30% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · SmartRecruiters 70
4.8 weighted points to SmartRecruiters
18% weight · 58% of the movement so far
Bias Audit Transparency
RippleMatch 53 · SmartRecruiters 78
4.5 weighted points to SmartRecruiters
15% weight · 75% of the movement so far
FRIA Support
RippleMatch 27 · SmartRecruiters 45
2.7 weighted points to SmartRecruiters
15% weight · 86% of the movement so far
Data Governance Disclosure
RippleMatch 50 · SmartRecruiters 62
1.8 weighted points to SmartRecruiters
12% weight · 95% of the movement so far
Post-Market Monitoring
RippleMatch 37 · SmartRecruiters 48
1.3 weighted points to SmartRecruiters
12% weight · 98% of the movement so far
Human Oversight Design
RippleMatch 57 · SmartRecruiters 62
0.6 weighted points to SmartRecruiters
8% weight · 100% of the movement so far
Customer Documentation
RippleMatch 60 · SmartRecruiters 63
0.2 weighted points to SmartRecruiters
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -16.0 — the difference between the two totals before either is rounded. Shares are of 16.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -16 beside that -16.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus SmartRecruiters.
| Category | Weight | RippleMatch | SmartRecruiters | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 70 | -24 | -4.8 |
| Bias Audit Transparency | 18% | 53 | 78 | -25 | -4.5 |
| FRIA Support | 15% | 27 | 45 | -18 | -2.7 |
| Data Governance Disclosure | 15% | 50 | 62 | -12 | -1.8 |
| Human Oversight Design | 12% | 57 | 62 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 37 | 48 | -11 | -1.3 |
| Customer Documentation | 8% | 60 | 63 | -3 | -0.2 |
| Total | 100% | 46 (F) | 62 (D) | -16 | -16.0 |
§ 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 | RippleMatch | SmartRecruiters | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 0 | 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 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 11 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 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 RippleMatch and SmartRecruiters sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 13 for SmartRecruiters, across 2 distinct source domains.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 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