§ The result
HackerRank leads Zoho Recruit on 6 of the 7 criteria.
HackerRank sits 13 points above Zoho Recruit under rubric v1.0 — 55 against 42 — with HackerRank filed under Assessment and Zoho Recruit under ATS-integrated. HackerRank leads 6 of the 7 criteria and the remaining criterion is level, so Zoho Recruit is ahead on none of them; the closest of the 6 HackerRank leads is Customer Documentation, HackerRank 62 to Zoho Recruit 60. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HackerRank 68, Zoho Recruit 24 — and at an 18% weight it carries 58% of the weighted advantage HackerRank holds across the 6 criteria on that side of the table.
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
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
§ The record
HackerRank is filed under Assessment AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | HackerRank | Zoho Recruit |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | IN |
| Founded | 2009 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 58% of the movement so far
Bias Audit Transparency
HackerRank 68 · Zoho Recruit 24
7.9 weighted points to HackerRank
20% weight · 80% of the movement so far
Article 11 Technical Documentation
HackerRank 60 · Zoho Recruit 45
3.0 weighted points to HackerRank
12% weight · 89% of the movement so far
Human Oversight Design
HackerRank 60 · Zoho Recruit 50
1.2 weighted points to HackerRank
15% weight · 94% of the movement so far
FRIA Support
HackerRank 35 · Zoho Recruit 30
0.8 weighted points to HackerRank
12% weight · 99% of the movement so far
Post-Market Monitoring
HackerRank 45 · Zoho Recruit 40
0.6 weighted points to HackerRank
8% weight · 100% of the movement so far
Customer Documentation
HackerRank 62 · Zoho Recruit 60
0.2 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +13.6 — the difference between the two totals before either is rounded. Shares are of 13.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Zoho Recruit.
| Category | Weight | HackerRank | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 45 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 68 | 24 | +44 | +7.9 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 45 | 40 | +5 | +0.6 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55 (F) | 42 (F) | +13 | +13.6 |
§ 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 | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 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 | 1 | 1 | — |
| 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 | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 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 | 10 | 7 | Audit reportSources on the vendor's own domain |
HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 documented absences; some documentation or audit rows for HackerRank sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 35 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Zoho Recruit 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