Side-by-side · Rubric v1.0
Alva Labs vs Juicebox (PeopleGPT)
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.
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Alva Labs
Alva Labs sells a science-backed hiring platform whose core is a suite of proprietary psychometric assessments — an adaptive logic (general mental ability) test, a Five-Factor Model personality test, and coding tests — wrapped in candidate management, CV screening, and structured-interview tooling.
Vendor profile
Juicebox (PeopleGPT)
Juicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Alva Labs minus Juicebox (PeopleGPT).
| Category | Weight | Alva Labs | Juicebox (PeopleGPT) | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 78 | 52 | +26 |
| Bias Audit Transparency | 18% | 58 | 84 | -26 |
| FRIA Support | 15% | 38 | 35 | +3 |
| Data Governance Disclosure | 15% | 68 | 56 | +12 |
| Human Oversight Design | 12% | 63 | 50 | +13 |
| Post-Market Monitoring | 12% | 52 | 55 | -3 |
| Customer Documentation | 8% | 68 | 60 | +8 |
| Total | 100% | 61 (D) | 57 (F) | +4 |
§ Evidence summary
Evidence count
Alva Labs
35 rows across 7 categories
- documentation
- 26
- absence
- 7
- audit report
- 1
- public statement
- 1
Evidence count
Juicebox (PeopleGPT)
16 rows across 7 categories
- documentation
- 8
- absence
- 4
- audit report
- 3
- public statement
- 1