Side-by-side · Rubric v1.0
Eightfold AI vs Gem
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
64
DConcerning
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.
55
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Gem.
| Category | Weight | Eightfold AI | Gem | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 58 | +17 |
| Bias Audit Transparency | 18% | 85 | 66 | +19 |
| FRIA Support | 15% | 45 | 35 | +10 |
| Data Governance Disclosure | 15% | 60 | 57 | +3 |
| Human Oversight Design | 12% | 60 | 61 | -1 |
| Post-Market Monitoring | 12% | 50 | 47 | +3 |
| Customer Documentation | 8% | 60 | 62 | -2 |
| Total | 100% | 64 (D) | 55 (F) | +9 |
§ Evidence summary
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2
Evidence count
Gem
21 rows across 7 categories
- documentation
- 12
- audit report
- 4
- absence
- 2
- public statement
- 3