§ The result
BrightHire leads Prevue HR on all 7 criteria.
Under rubric v1.0, BrightHire, filed under Screening, finishes on 51 and Prevue HR, filed under Assessment, on 44, 7 points apart. BrightHire takes all 7 criteria from Prevue HR without a 20-point raw gap on any of them; the closest is Post-Market Monitoring, BrightHire 42 to Prevue HR 40. Even Data Governance Disclosure, the widest raw gap and the heaviest weighted swing (BrightHire 60, Prevue HR 48, 15% weight), is only 26% of the weighted advantage BrightHire builds across the 7 criteria it leads.
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
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
§ The record
BrightHire is filed under Screening AI, Prevue HR under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | BrightHire | Prevue HR |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | CA |
| Founded | 2019 | 1994 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 26% of the movement so far
Data Governance Disclosure
BrightHire 60 · Prevue HR 48
1.8 weighted points to BrightHire
20% weight · 46% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · Prevue HR 45
1.4 weighted points to BrightHire
15% weight · 66% of the movement so far
FRIA Support
BrightHire 36 · Prevue HR 27
1.3 weighted points to BrightHire
18% weight · 81% of the movement so far
Bias Audit Transparency
BrightHire 50 · Prevue HR 44
1.1 weighted points to BrightHire
12% weight · 92% of the movement so far
Human Oversight Design
BrightHire 60 · Prevue HR 54
0.7 weighted points to BrightHire
8% weight · 97% of the movement so far
Customer Documentation
BrightHire 62 · Prevue HR 58
0.3 weighted points to BrightHire
12% weight · 100% of the movement so far
Post-Market Monitoring
BrightHire 42 · Prevue HR 40
0.2 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +6.9 — the difference between the two totals before either is rounded. Shares are of 6.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +6.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Prevue HR.
| Category | Weight | BrightHire | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 45 | +7 | +1.4 |
| Bias Audit Transparency | 18% | 50 | 44 | +6 | +1.1 |
| FRIA Support | 15% | 36 | 27 | +9 | +1.3 |
| Data Governance Disclosure | 15% | 60 | 48 | +12 | +1.8 |
| Human Oversight Design | 12% | 60 | 54 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 51 (F) | 44 (F) | +7 | +6.9 |
§ 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 | BrightHire | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own 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% | 16 | 7 | Audit reportSources on the vendor's own domain | 28 | 6 | Sources 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; Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; some documentation or audit rows for Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Prevue HR 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