§ The result
HackerRank leads Cezanne Recruitment on all 7 criteria.
HackerRank sits 14 points above Cezanne Recruitment under rubric v1.0 — 55 against 41 — with HackerRank filed under Assessment and Cezanne Recruitment under ATS-integrated. HackerRank takes all 7 criteria and Cezanne Recruitment none of them; the nearest contest is Data Governance Disclosure, Cezanne Recruitment 54 to HackerRank 55. One criterion, Bias Audit Transparency, is both the widest raw gap (Cezanne Recruitment 24, HackerRank 68) and the heaviest weighted swing, and at 18% weight it makes up 57% of the weighted advantage HackerRank holds across the 7 criteria it leads.
Vendor profile
Cezanne Recruitment
Cezanne Recruitment (formerly Occupop) is an applicant tracking system for SMEs that handles job posting, candidate management and interview scheduling. In its Recruitment PLUS+ tier it uses AI to score each CV from 0 to 100 against the job description, alongside weighted screening-question scores, knockout filters and optional AI anonymisation of CVs for hiring-manager review.
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.
§ The record
Cezanne Recruitment is filed under ATS-integrated AI, HackerRank 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 HackerRank is in scope of Mobley v. Workday.
| Record | Cezanne Recruitment | HackerRank |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | GB | US |
| Founded | 2012 | 2009 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 57% of the movement so far
Bias Audit Transparency
Cezanne Recruitment 24 · HackerRank 68
7.9 weighted points to HackerRank
20% weight · 86% of the movement so far
Article 11 Technical Documentation
Cezanne Recruitment 40 · HackerRank 60
4.0 weighted points to HackerRank
15% weight · 93% of the movement so far
FRIA Support
Cezanne Recruitment 28 · HackerRank 35
1.1 weighted points to HackerRank
8% weight · 96% of the movement so far
Customer Documentation
Cezanne Recruitment 57 · HackerRank 62
0.4 weighted points to HackerRank
12% weight · 98% of the movement so far
Human Oversight Design
Cezanne Recruitment 58 · HackerRank 60
0.2 weighted points to HackerRank
15% weight · 99% of the movement so far
Data Governance Disclosure
Cezanne Recruitment 54 · HackerRank 55
0.1 weighted points to HackerRank
12% weight · 100% of the movement so far
Post-Market Monitoring
Cezanne Recruitment 44 · HackerRank 45
0.1 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -13.9 — the difference between the two totals before either is rounded. Shares are of 13.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -14 beside that -13.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cezanne Recruitment minus HackerRank.
| Category | Weight | Cezanne Recruitment | HackerRank | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 60 | -20 | -4.0 |
| Bias Audit Transparency | 18% | 24 | 68 | -44 | -7.9 |
| FRIA Support | 15% | 28 | 35 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 54 | 55 | -1 | -0.1 |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 44 | 45 | -1 | -0.1 |
| Customer Documentation | 8% | 57 | 62 | -5 | -0.4 |
| Total | 100% | 41 (F) | 55 (F) | -14 | -13.9 |
§ 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 | Cezanne Recruitment | HackerRank | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Cezanne Recruitment has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 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 49 evidence rows on file for these two vendors: 31 for Cezanne Recruitment, across 1 distinct source domain, and 18 for HackerRank, across 3 distinct source domains.
- Rubric
- v1.0
- Cezanne Recruitment last reviewed
- September 25, 2026 · HireAIScore editorial team
- HackerRank last reviewed
- June 7, 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