§ The result
Rippling leads RippleMatch by 10 points.
Rippling, filed under ATS-integrated, comes out 10 points above RippleMatch, filed under Sourcing: 56 against 46 under rubric v1.0. The 7 criteria split 6 to 1 in favour of Rippling: Rippling is ahead on Article 11 Technical Documentation and RippleMatch on Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — RippleMatch 46, Rippling 73 — and at a 20% weight it carries 45% of the weighted advantage Rippling holds across the 6 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
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
§ The record
RippleMatch is filed under Candidate sourcing AI, Rippling under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only RippleMatch is in scope of Illinois HB 3773.
| Record | RippleMatch | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | US |
| Founded | 2016 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · Rippling 73
5.4 weighted points to Rippling
15% weight · 58% of the movement so far
FRIA Support
RippleMatch 27 · Rippling 45
2.7 weighted points to Rippling
15% weight · 73% of the movement so far
Data Governance Disclosure
RippleMatch 50 · Rippling 64
2.1 weighted points to Rippling
18% weight · 87% of the movement so far
Bias Audit Transparency
RippleMatch 53 · Rippling 42
2.0 weighted points to RippleMatch
12% weight · 95% of the movement so far
Post-Market Monitoring
RippleMatch 37 · Rippling 47
1.2 weighted points to Rippling
12% weight · 98% of the movement so far
Human Oversight Design
RippleMatch 57 · Rippling 60
0.4 weighted points to Rippling
8% weight · 100% of the movement so far
Customer Documentation
RippleMatch 60 · Rippling 64
0.3 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.1 — the difference between the two totals before either is rounded. Shares are of 14.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus Rippling.
| Category | Weight | RippleMatch | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 73 | -27 | -5.4 |
| Bias Audit Transparency | 18% | 53 | 42 | +11 | +2.0 |
| FRIA Support | 15% | 27 | 45 | -18 | -2.7 |
| Data Governance Disclosure | 15% | 50 | 64 | -14 | -2.1 |
| Human Oversight Design | 12% | 57 | 60 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 37 | 47 | -10 | -1.2 |
| Customer Documentation | 8% | 60 | 64 | -4 | -0.3 |
| Total | 100% | 46 (F) | 56 (F) | -10 | -10.1 |
§ 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 | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own 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 | 1 | 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 | 2 | 0 | Sources 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 | 12 | 1 | Audit reportSources on the vendor's own domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence; 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 55 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Rippling last reviewed
- July 17, 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