§ The result
SAP SuccessFactors Recruiting leads Prevue HR by 9 points.
Under rubric v1.0, SAP SuccessFactors Recruiting, filed under ATS-integrated, finishes on 53 and Prevue HR, filed under Assessment, on 44, 9 points apart. Prevue HR takes 1 of the 7 criteria, Bias Audit Transparency among them, against 5 for SAP SuccessFactors Recruiting, whose share includes Article 11 Technical Documentation, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Prevue HR 45, SAP SuccessFactors Recruiting 70 — and at a 20% weight it carries 54% of the weighted advantage SAP SuccessFactors Recruiting holds across the 5 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
SAP SuccessFactors Recruiting
SAP SuccessFactors Recruiting is the recruiting module of SAP's cloud HCM suite, using AI (career-site skills matching, job-description generation, resume skills extraction and stack-ranking of applicants) delivered under SAP Business AI and the Joule assistant.
§ The record
Prevue HR is filed under Assessment AI, SAP SuccessFactors Recruiting under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act and Illinois HB 3773. Only Prevue HR is in scope of Mobley v. Workday.
| Record | Prevue HR | SAP SuccessFactors Recruiting |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | CA | DE |
| Founded | 1994 | 1972 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 50% of the movement so far
Article 11 Technical Documentation
Prevue HR 45 · SAP SuccessFactors Recruiting 70
5.0 weighted points to SAP SuccessFactors Recruiting
15% weight · 68% of the movement so far
Data Governance Disclosure
Prevue HR 48 · SAP SuccessFactors Recruiting 60
1.8 weighted points to SAP SuccessFactors Recruiting
15% weight · 80% of the movement so far
FRIA Support
Prevue HR 27 · SAP SuccessFactors Recruiting 35
1.2 weighted points to SAP SuccessFactors Recruiting
12% weight · 90% of the movement so far
Human Oversight Design
Prevue HR 54 · SAP SuccessFactors Recruiting 62
1.0 weighted points to SAP SuccessFactors Recruiting
18% weight · 97% of the movement so far
Bias Audit Transparency
Prevue HR 44 · SAP SuccessFactors Recruiting 40
0.7 weighted points to Prevue HR
8% weight · 100% of the movement so far
Customer Documentation
Prevue HR 58 · SAP SuccessFactors Recruiting 62
0.3 weighted points to SAP SuccessFactors Recruiting
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -8.6 — the difference between the two totals before either is rounded. Shares are of 10.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -8.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus SAP SuccessFactors Recruiting.
| Category | Weight | Prevue HR | SAP SuccessFactors Recruiting | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 70 | -25 | -5.0 |
| Bias Audit Transparency | 18% | 44 | 40 | +4 | +0.7 |
| FRIA Support | 15% | 27 | 35 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 48 | 60 | -12 | -1.8 |
| Human Oversight Design | 12% | 54 | 62 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 44 (F) | 53 (F) | -9 | -8.6 |
§ 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 | SAP SuccessFactors Recruiting | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources 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 | 17 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; SAP SuccessFactors Recruiting has 22 evidence rows across 7 of 7 criteria — 17 with a source URL, 5 documented absences; some documentation or audit rows for Prevue HR and SAP SuccessFactors Recruiting sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 22 for SAP SuccessFactors Recruiting, across 3 distinct source domains.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
- SAP SuccessFactors Recruiting 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.