§ The result
4 points separate Prevue HR and Personio.
Prevue HR (Assessment) edges Personio (ATS-integrated) by 4 points under rubric v1.0, 44 to 40. The 7 criteria split 4 to 3 in favour of Prevue HR: Prevue HR is ahead on Bias Audit Transparency and Personio on Post-Market Monitoring. One criterion, Bias Audit Transparency, is both the widest raw gap (Personio 25, Prevue HR 44) and the heaviest weighted swing, and at 18% weight it makes up 59% of the weighted advantage Prevue HR holds across the 4 criteria it leads.
Vendor profile
Personio
Personio is a European cloud HR platform for small and mid-sized companies that combines an HRIS with recruiting/ATS, time tracking, payroll and an AI assistant, and is adding agentic AI candidate sourcing and application screening through its 2026 acquisition of aurio.
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
Personio is filed under ATS-integrated AI, Prevue HR under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Prevue HR is in scope of Mobley v. Workday.
| Record | Personio | Prevue HR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | DE | CA |
| Founded | 2015 | 1994 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 44% of the movement so far
Bias Audit Transparency
Personio 25 · Prevue HR 44
3.4 weighted points to Prevue HR
20% weight · 57% of the movement so far
Article 11 Technical Documentation
Personio 40 · Prevue HR 45
1.0 weighted points to Prevue HR
12% weight · 69% of the movement so far
Post-Market Monitoring
Personio 48 · Prevue HR 40
1.0 weighted points to Personio
12% weight · 78% of the movement so far
Human Oversight Design
Personio 48 · Prevue HR 54
0.7 weighted points to Prevue HR
8% weight · 87% of the movement so far
Customer Documentation
Personio 50 · Prevue HR 58
0.6 weighted points to Prevue HR
15% weight · 94% of the movement so far
Data Governance Disclosure
Personio 52 · Prevue HR 48
0.6 weighted points to Personio
15% weight · 100% of the movement so far
FRIA Support
Personio 30 · Prevue HR 27
0.4 weighted points to Personio
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.8 — the difference between the two totals before either is rounded. Shares are of 7.8 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 -3.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Personio minus Prevue HR.
| Category | Weight | Personio | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 45 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 25 | 44 | -19 | -3.4 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 52 | 48 | +4 | +0.6 |
| Human Oversight Design | 12% | 48 | 54 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 48 | 40 | +8 | +1.0 |
| Customer Documentation | 8% | 50 | 58 | -8 | -0.6 |
| Total | 100% | 40 (F) | 44 (F) | -4 | -3.8 |
§ 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 | Personio | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources 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% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 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% | 13 | 8 | Sources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Personio has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 8 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 Personio and Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 20 for Personio, across 5 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- Personio 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