§ The result
Gem leads Prevue HR on all 7 criteria.
Gem sits 11 points above Prevue HR under rubric v1.0 — 55 against 44 — with Gem filed under Sourcing and Prevue HR under Assessment. Of the 7 criteria Prevue HR wins none, and the narrowest lead Gem holds is on Customer Documentation, Gem 62 to Prevue HR 58. The advantage Gem holds is spread out: Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing (Gem 66, Prevue HR 44, 18% weight), yet it supplies only 36% of the weighted points Gem gains across the 7 criteria it leads.
Vendor profile
Gem
Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
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
Gem is filed under Candidate sourcing AI, Prevue HR under Assessment AI. They also share 1 secondary category: ATS-integrated.
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 | Gem | Prevue HR |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | CA |
| Founded | 2017 | 1994 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 36% of the movement so far
Bias Audit Transparency
Gem 66 · Prevue HR 44
4.0 weighted points to Gem
20% weight · 59% of the movement so far
Article 11 Technical Documentation
Gem 58 · Prevue HR 45
2.6 weighted points to Gem
15% weight · 71% of the movement so far
Data Governance Disclosure
Gem 57 · Prevue HR 48
1.3 weighted points to Gem
15% weight · 82% of the movement so far
FRIA Support
Gem 35 · Prevue HR 27
1.2 weighted points to Gem
12% weight · 90% of the movement so far
Human Oversight Design
Gem 61 · Prevue HR 54
0.8 weighted points to Gem
12% weight · 97% of the movement so far
Post-Market Monitoring
Gem 47 · Prevue HR 40
0.8 weighted points to Gem
8% weight · 100% of the movement so far
Customer Documentation
Gem 62 · Prevue HR 58
0.3 weighted points to Gem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +11.1 — the difference between the two totals before either is rounded. Shares are of 11.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +11.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gem minus Prevue HR.
| Category | Weight | Gem | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 45 | +13 | +2.6 |
| Bias Audit Transparency | 18% | 66 | 44 | +22 | +4.0 |
| FRIA Support | 15% | 35 | 27 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 57 | 48 | +9 | +1.3 |
| Human Oversight Design | 12% | 61 | 54 | +7 | +0.8 |
| Post-Market Monitoring | 12% | 47 | 40 | +7 | +0.8 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55 (F) | 44 (F) | +11 | +11.1 |
§ 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 | Gem | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate 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% | 3 | 0 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 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 Gem and Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 21 for Gem, across 2 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- Gem last reviewed
- June 7, 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