Side-by-side · Rubric v1.0
Emmersion vs Prevue HR
Emmersion
Emmersion, Rosetta Stone's assessment division within IXL Learning, sells AI-scored adaptive TrueNorth speaking and writing tests and WebCAPE reading and grammar exams. They rate language proficiency on a 0-10 scale mapped to CEFR and ACTFL and are used for pre-employment screening, checking employees' language skills and placing students.
Substantial gaps
Assessment
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).
Substantial gaps
Assessment
The result
Emmersion and Prevue HR tie at 44.
Emmersion and Prevue HR tie at 44 under rubric v1.0 inside the Assessment cohort, arriving there from different criteria. Emmersion leads 4 of the 7 criteria and Prevue HR 3, yet the two totals land on the same number. One criterion, Bias Audit Transparency, is both the widest raw gap (Emmersion 28, Prevue HR 44) and the heaviest weighted swing, and at 18% weight it makes up 89% of the weighted advantage Prevue HR holds across the 3 criteria it leads.
Criteria won
7 criteria
- Emmersion4
- Prevue HR3
- Widest raw gap
- Bias Audit Transparency28 vs 44
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Emmersion and Prevue HR are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of
| Record | Emmersion | Prevue HR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | CA |
| Founded | 2015 | 1994 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight44% of the movement so far
Emmersion28Prevue HR442.9 weighted points to Prevue HR
- 2
Article 11 Technical Documentation
20% weight81% of the movement so far
Emmersion57Prevue HR452.4 weighted points to Emmersion
- 3
FRIA Support
15% weight87% of the movement so far
Emmersion30Prevue HR270.4 weighted points to Emmersion
- 4
Data Governance Disclosure
15% weight92% of the movement so far
Emmersion50Prevue HR480.3 weighted points to Emmersion
- 5
Post-Market Monitoring
12% weight96% of the movement so far
Emmersion38Prevue HR400.2 weighted points to Prevue HR
- 6
Customer Documentation
8% weight98% of the movement so far
Emmersion60Prevue HR580.2 weighted points to Emmersion
- 7
Human Oversight Design
12% weight100% of the movement so far
Emmersion53Prevue HR540.1 weighted points to Prevue HR
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +0.1 — the difference between the two totals before either is rounded. Shares are of 6.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that +0.1.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emmersion minus Prevue HR, coloured for whichever of the two it favours.
| Category | Weight | Emmersion | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 57 | 45 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 28 | 44 | -16 | -2.9 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 50 | 48 | +2 | +0.3 |
| Human Oversight Design | 12% | 53 | 54 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 38 | 40 | -2 | -0.2 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 44F | 44F | - | +0.1 |
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 | Emmersion | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 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% | 7 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 5 | Sources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Emmersion has 40 evidence rows across 7 of 7 criteria — 35 with a source URL, 5 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 Emmersion and Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 74 evidence rows on file for these two vendors: 40 for Emmersion, across 5 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- Emmersion last reviewed
- September 25, 2026 · HireAIScore editorial team
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
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