§ The result
Metaview leads Prevue HR by 10 points.
Metaview, filed under Screening, comes out 10 points above Prevue HR, filed under Assessment: 54 against 44 under rubric v1.0. Prevue HR takes 1 of the 7 criteria, Article 11 Technical Documentation among them, against 6 for Metaview, whose share includes Bias Audit Transparency. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Metaview 80, Prevue HR 44 — and at an 18% weight it carries 58% of the weighted advantage Metaview holds across the 6 criteria on that side of the table.
Vendor profile
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
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
Metaview is filed under Screening AI, Prevue HR under Assessment AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Metaview | Prevue HR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | GB | CA |
| Founded | 2018 | 1994 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 52% of the movement so far
Bias Audit Transparency
Metaview 80 · Prevue HR 44
6.5 weighted points to Metaview
15% weight · 66% of the movement so far
Data Governance Disclosure
Metaview 60 · Prevue HR 48
1.8 weighted points to Metaview
20% weight · 77% of the movement so far
Article 11 Technical Documentation
Metaview 38 · Prevue HR 45
1.4 weighted points to Prevue HR
12% weight · 85% of the movement so far
Post-Market Monitoring
Metaview 48 · Prevue HR 40
1.0 weighted points to Metaview
15% weight · 92% of the movement so far
FRIA Support
Metaview 33 · Prevue HR 27
0.9 weighted points to Metaview
12% weight · 97% of the movement so far
Human Oversight Design
Metaview 60 · Prevue HR 54
0.7 weighted points to Metaview
8% weight · 100% of the movement so far
Customer Documentation
Metaview 62 · Prevue HR 58
0.3 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.8 — the difference between the two totals before either is rounded. Shares are of 12.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +9.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Metaview minus Prevue HR.
| Category | Weight | Metaview | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 45 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 80 | 44 | +36 | +6.5 |
| FRIA Support | 15% | 33 | 27 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 60 | 48 | +12 | +1.8 |
| Human Oversight Design | 12% | 60 | 54 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 48 | 40 | +8 | +1.0 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 54 (F) | 44 (F) | +10 | +9.8 |
§ 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 | Metaview | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate 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% | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 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 Metaview and Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 16 for Metaview, across 2 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- Metaview last reviewed
- June 7, 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