§ The result
RippleMatch leads Brazen by 8 points.
RippleMatch scores 46 and Brazen 38 under rubric v1.0, an 8-point gap across the Sourcing and Screening cohorts. RippleMatch leads 6 of the 7 criteria, including Bias Audit Transparency, while Brazen leads 1, including Post-Market Monitoring. One criterion, Bias Audit Transparency, is both the widest raw gap (Brazen 30, RippleMatch 53) and the heaviest weighted swing, and at 18% weight it makes up 51% of the weighted advantage RippleMatch holds across the 6 criteria it leads.
Vendor profile
Brazen
Brazen is a recruiting events platform (acquired by Radancy in 2023) that runs virtual and in-person hiring events with a recruiting chatbot, configurable knockout pre-screening, resume filtering, built-in candidate rankings/recommendations, and 1:1 text, audio, and video chats.
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
Brazen is filed under Screening AI, RippleMatch under Candidate sourcing AI. They also share 1 secondary category: Scheduling.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only Brazen is in scope of Mobley v. Workday.
| Record | Brazen | RippleMatch |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2007 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 50% of the movement so far
Bias Audit Transparency
Brazen 30 · RippleMatch 53
4.1 weighted points to RippleMatch
12% weight · 66% of the movement so far
Human Oversight Design
Brazen 46 · RippleMatch 57
1.3 weighted points to RippleMatch
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Brazen 40 · RippleMatch 46
1.2 weighted points to RippleMatch
15% weight · 90% of the movement so far
Data Governance Disclosure
Brazen 45 · RippleMatch 50
0.8 weighted points to RippleMatch
8% weight · 95% of the movement so far
Customer Documentation
Brazen 55 · RippleMatch 60
0.4 weighted points to RippleMatch
15% weight · 99% of the movement so far
FRIA Support
Brazen 25 · RippleMatch 27
0.3 weighted points to RippleMatch
12% weight · 100% of the movement so far
Post-Market Monitoring
Brazen 38 · RippleMatch 37
0.1 weighted points to Brazen
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.0 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Brazen minus RippleMatch.
| Category | Weight | Brazen | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 46 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 30 | 53 | -23 | -4.1 |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 45 | 50 | -5 | -0.8 |
| Human Oversight Design | 12% | 46 | 57 | -11 | -1.3 |
| Post-Market Monitoring | 12% | 38 | 37 | +1 | +0.1 |
| Customer Documentation | 8% | 55 | 60 | -5 | -0.4 |
| Total | 100% | 38 (F) | 46 (F) | -8 | -8.0 |
§ 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 | Brazen | 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% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 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 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 0 | 1 | — | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 7 | Sources on the vendor's own domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Brazen has 13 evidence rows across 7 of 7 criteria — 6 with a source URL, 7 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 55 evidence rows on file for these two vendors: 13 for Brazen, across 1 distinct source domain, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- Brazen last reviewed
- July 17, 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