§ The result
2 points separate Prevue HR and Talview.
Prevue HR holds a 2-point edge over Talview under rubric v1.0, 44 to 42, across the Assessment and Video interview cohorts. The 7 criteria split 4 to 2 in favour of Prevue HR, with 1 level: Prevue HR is ahead on Bias Audit Transparency and Talview on Article 11 Technical Documentation. The widest raw gap and the heaviest weighted swing fall on different criteria: Post-Market Monitoring (Prevue HR 40, Talview 32) and Bias Audit Transparency at 18% (Prevue HR 44, Talview 38), the second being 38% of the weighted advantage Prevue HR holds across the 4 criteria on that side of the table.
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).
Vendor profile
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
§ The record
Prevue HR is filed under Assessment AI, Talview under Video interview AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Prevue HR | Talview |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | CA | US |
| Founded | 1994 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 27% of the movement so far
Bias Audit Transparency
Prevue HR 44 · Talview 38
1.1 weighted points to Prevue HR
20% weight · 53% of the movement so far
Article 11 Technical Documentation
Prevue HR 45 · Talview 50
1.0 weighted points to Talview
12% weight · 77% of the movement so far
Post-Market Monitoring
Prevue HR 40 · Talview 32
1.0 weighted points to Prevue HR
8% weight · 89% of the movement so far
Customer Documentation
Prevue HR 58 · Talview 52
0.5 weighted points to Prevue HR
15% weight · 97% of the movement so far
FRIA Support
Prevue HR 27 · Talview 25
0.3 weighted points to Prevue HR
12% weight · 100% of the movement so far
Human Oversight Design
Prevue HR 54 · Talview 55
0.1 weighted points to Talview
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.7 — the difference between the two totals before either is rounded. Shares are of 3.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus Talview.
| Category | Weight | Prevue HR | Talview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 50 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 44 | 38 | +6 | +1.1 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 48 | 48 | - | - |
| Human Oversight Design | 12% | 54 | 55 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 40 | 32 | +8 | +1.0 |
| Customer Documentation | 8% | 58 | 52 | +6 | +0.5 |
| Total | 100% | 44 (F) | 42 (F) | +2 | +1.7 |
§ 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 | Prevue HR | Talview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 11 | 6 | Sources on the vendor's own domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Talview has 17 evidence rows across 7 of 7 criteria — 11 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 51 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 17 for Talview, across 1 distinct source domain.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talview 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