Side-by-side · Rubric v1.0
Plum vs Retorio
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
Plum
Plum is a pre-employment talent assessment platform that uses a Five-Factor (Big Five) psychometric Discovery Survey and a Talent Match model to score and rank candidates on behavioral "durable skills" for role fit, hiring, and development.
54
FSubstantial gaps
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
44
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Plum minus Retorio.
| Category | Weight | Plum | Retorio | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 50 | +8 |
| Bias Audit Transparency | 18% | 83 | 40 | +43 |
| FRIA Support | 15% | 28 | 30 | -2 |
| Data Governance Disclosure | 15% | 54 | 52 | +2 |
| Human Oversight Design | 12% | 52 | 52 | — |
| Post-Market Monitoring | 12% | 36 | 33 | +3 |
| Customer Documentation | 8% | 63 | 50 | +13 |
| Total | 100% | 54 (F) | 44 (F) | +10 |
§ Evidence summary
Evidence count
Plum
19 rows across 7 categories
- documentation
- 12
- audit report
- 3
- absence
- 4
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1