§ The result
2 points separate X0PA AI and RippleMatch.
X0PA AI holds a 2-point edge over RippleMatch under rubric v1.0, 48 to 46, across the Assessment and Sourcing cohorts. X0PA AI leads 4 of the 7 criteria, including FRIA Support, while RippleMatch leads 1, including Bias Audit Transparency, and 2 are level. FRIA Support is both the widest raw gap and the heaviest weighted swing — RippleMatch 27, X0PA AI 38 — and at a 15% weight it carries 44% of the weighted advantage X0PA AI holds across the 4 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
X0PA AI
X0PA AI is a Singapore-based B2B AI recruitment platform (applicant tracking system) that sources, screens, scores, and ranks candidates using proprietary predictive-scoring models (BRIQ Score and Suitability Score) plus the X0PA ROOM video-interview/assessment product, marketed around bias-reduced, "responsible and explainable" AI hiring.
§ The record
RippleMatch is filed under Candidate sourcing AI, X0PA AI under Assessment 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. Only X0PA AI is in scope of Mobley v. Workday.
| Record | RippleMatch | X0PA AI |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | SG |
| Founded | 2016 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 31% of the movement so far
FRIA Support
RippleMatch 27 · X0PA AI 38
1.6 weighted points to X0PA AI
18% weight · 61% of the movement so far
Bias Audit Transparency
RippleMatch 53 · X0PA AI 44
1.6 weighted points to RippleMatch
15% weight · 78% of the movement so far
Data Governance Disclosure
RippleMatch 50 · X0PA AI 56
0.9 weighted points to X0PA AI
20% weight · 93% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · X0PA AI 50
0.8 weighted points to X0PA AI
12% weight · 100% of the movement so far
Post-Market Monitoring
RippleMatch 37 · X0PA AI 40
0.4 weighted points to X0PA AI
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -2.1 — the difference between the two totals before either is rounded. Shares are of 5.3 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 -2.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus X0PA AI.
| Category | Weight | RippleMatch | X0PA AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 50 | -4 | -0.8 |
| Bias Audit Transparency | 18% | 53 | 44 | +9 | +1.6 |
| FRIA Support | 15% | 27 | 38 | -11 | -1.6 |
| Data Governance Disclosure | 15% | 50 | 56 | -6 | -0.9 |
| Human Oversight Design | 12% | 57 | 57 | - | - |
| Post-Market Monitoring | 12% | 37 | 40 | -3 | -0.4 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 46 (F) | 48 (F) | -2 | -2.1 |
§ 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 | X0PA AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 2 | 1 | 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 | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | 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 | 6 | Sources 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; X0PA AI has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; some documentation or audit rows for RippleMatch and X0PA AI sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 18 for X0PA AI, across 3 distinct source domains.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- X0PA AI 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