§ The result
4 points separate HackerRank and BrightHire.
HackerRank (Assessment) edges BrightHire (Screening) by 4 points under rubric v1.0, 55 to 51. HackerRank leads 3 of the 7 criteria, including Bias Audit Transparency, while BrightHire leads 2, including Data Governance Disclosure, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, HackerRank 68 — and at an 18% weight it carries 62% of the weighted advantage HackerRank holds across the 3 criteria on that side of the table.
Vendor profile
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
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
BrightHire is filed under Screening AI, HackerRank under Assessment AI. They also share 1 secondary category: Video interview.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | BrightHire | HackerRank |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2009 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 53% of the movement so far
Bias Audit Transparency
BrightHire 50 · HackerRank 68
3.2 weighted points to HackerRank
20% weight · 79% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · HackerRank 60
1.6 weighted points to HackerRank
15% weight · 92% of the movement so far
Data Governance Disclosure
BrightHire 60 · HackerRank 55
0.8 weighted points to BrightHire
12% weight · 98% of the movement so far
Post-Market Monitoring
BrightHire 42 · HackerRank 45
0.4 weighted points to HackerRank
15% weight · 100% of the movement so far
FRIA Support
BrightHire 36 · HackerRank 35
0.1 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -4.3 — the difference between the two totals before either is rounded. Shares are of 6.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -4.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus HackerRank.
| Category | Weight | BrightHire | HackerRank | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 60 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 50 | 68 | -18 | -3.2 |
| FRIA Support | 15% | 36 | 35 | +1 | +0.1 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 42 | 45 | -3 | -0.4 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 51 (F) | 55 (F) | -4 | -4.3 |
§ 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 | BrightHire | HackerRank | ||||
|---|---|---|---|---|---|---|---|
| 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% | 2 | 1 | Audit reportSources 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% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domainSources on a separate 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% | 16 | 7 | Audit reportSources on the vendor's own domain | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 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 41 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 18 for HackerRank, across 3 distinct source domains.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 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