Side-by-side · Rubric v1.0
Gloat vs Prevue HR
Gloat
Gloat is an AI-powered internal talent marketplace and "agentic HR" platform that matches an employer's existing employees to internal job openings, gigs, projects, mentorships, and learning based on inferred skills and career goals.
Substantial gaps
Sourcing
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
3 points separate Gloat and Prevue HR.
Gloat (Sourcing) edges Prevue HR (Assessment) by 3 points under rubric v1.0, 47 to 44. Gloat leads 6 of the 7 criteria, including Data Governance Disclosure, while Prevue HR leads 1, including Bias Audit Transparency. One criterion, Data Governance Disclosure, is both the widest raw gap (Gloat 58, Prevue HR 48) and the heaviest weighted swing, and at 15% weight it makes up 40% of the weighted advantage Gloat holds across the 6 criteria it leads.
Criteria won
7 criteria
- Gloat6
- Prevue HR1
- Widest raw gap
- Data Governance Disclosure58 vs 48
- Heaviest weighted swing
- Data Governance Disclosure15% weight
The record
Categories, scope and company facts.
Gloat is filed under Candidate sourcing AI, Prevue HR under Assessment AI. They record no secondary category in common.
Both are in scope of
| Record | Gloat | Prevue HR |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | CA |
| Founded | 2015 | 1994 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Data Governance Disclosure
15% weight31% of the movement so far
Gloat58Prevue HR481.5 weighted points to Gloat
- 2
Bias Audit Transparency
18% weight53% of the movement so far
Gloat38Prevue HR441.1 weighted points to Prevue HR
- 3
Human Oversight Design
12% weight73% of the movement so far
Gloat62Prevue HR541.0 weighted points to Gloat
- 4
Article 11 Technical Documentation
20% weight85% of the movement so far
Gloat48Prevue HR450.6 weighted points to Gloat
- 5
Customer Documentation
8% weight92% of the movement so far
Gloat62Prevue HR580.3 weighted points to Gloat
- 6
Post-Market Monitoring
12% weight97% of the movement so far
Gloat42Prevue HR400.2 weighted points to Gloat
- 7
FRIA Support
15% weight100% of the movement so far
Gloat28Prevue HR270.1 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +2.7 — the difference between the two totals before either is rounded. Shares are of 4.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Prevue HR, coloured for whichever of the two it favours.
| Category | Weight | Gloat | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 45 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 38 | 44 | -6 | -1.1 |
| FRIA Support | 15% | 28 | 27 | +1 | +0.1 |
| Data Governance Disclosure | 15% | 58 | 48 | +10 | +1.5 |
| Human Oversight Design | 12% | 62 | 54 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 47F | 44F | +3 | +2.7 |
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 | Gloat | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own 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% | 4 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 8 | Audit reportSources on the vendor's own domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Gloat has 29 evidence rows across 7 of 7 criteria — 21 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 Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- Gloat 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.