§ The result
HackerRank leads RippleMatch on all 7 criteria.
HackerRank scores 55 and RippleMatch 46 under rubric v1.0, a 9-point gap across the Assessment and Sourcing cohorts. HackerRank is ahead of RippleMatch on all 7 criteria but on none of them by as much as 20 raw points, the closest being Customer Documentation at HackerRank 62 to RippleMatch 60. Bias Audit Transparency is the widest raw gap (HackerRank 68, RippleMatch 53) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (HackerRank 60, RippleMatch 46), 31% of the weighted advantage HackerRank builds across the 7 criteria it leads.
Vendor profile
HackerRank
HackerRank is a technical skills assessment platform for developer hiring that uses coding tests, interviews, and AI-based features (question generation, ML plagiarism/AI-code detection, and image-analysis proctoring) to evaluate candidates.
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
HackerRank is filed under Assessment AI, RippleMatch under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only HackerRank is in scope of Mobley v. Workday.
| Record | HackerRank | RippleMatch |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2009 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
HackerRank 60 · RippleMatch 46
2.8 weighted points to HackerRank
18% weight · 62% of the movement so far
Bias Audit Transparency
HackerRank 68 · RippleMatch 53
2.7 weighted points to HackerRank
15% weight · 75% of the movement so far
FRIA Support
HackerRank 35 · RippleMatch 27
1.2 weighted points to HackerRank
12% weight · 86% of the movement so far
Post-Market Monitoring
HackerRank 45 · RippleMatch 37
1.0 weighted points to HackerRank
15% weight · 94% of the movement so far
Data Governance Disclosure
HackerRank 55 · RippleMatch 50
0.8 weighted points to HackerRank
12% weight · 98% of the movement so far
Human Oversight Design
HackerRank 60 · RippleMatch 57
0.4 weighted points to HackerRank
8% weight · 100% of the movement so far
Customer Documentation
HackerRank 62 · RippleMatch 60
0.2 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +8.9 — the difference between the two totals before either is rounded. Shares are of 8.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +8.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus RippleMatch.
| Category | Weight | HackerRank | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 46 | +14 | +2.8 |
| Bias Audit Transparency | 18% | 68 | 53 | +15 | +2.7 |
| FRIA Support | 15% | 35 | 27 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 55 | 50 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 57 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 45 | 37 | +8 | +1.0 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55 (F) | 46 (F) | +9 | +8.9 |
§ 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 | HackerRank | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 5 | 1 | Audit reportSources on the vendor's own domainSources 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% | 1 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 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% | 3 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 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 HackerRank and RippleMatch 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: 18 for HackerRank, across 3 distinct source domains, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 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