Side-by-side · Rubric v1.0
Plum vs Willo
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.
Vendor profile
Willo
Willo is a browser-based asynchronous (one-way) video interview platform that lets employers collect recorded video, audio, multiple-choice and written candidate responses, then uses AI to transcribe, summarize, rank candidates against employer-defined "Blueprint" criteria, and flag scripted or AI-generated answers.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Plum minus Willo.
| Category | Weight | Plum | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 38 | +20 |
| Bias Audit Transparency | 18% | 83 | 30 | +53 |
| FRIA Support | 15% | 28 | 25 | +3 |
| Data Governance Disclosure | 15% | 54 | 53 | +1 |
| Human Oversight Design | 12% | 52 | 62 | -10 |
| Post-Market Monitoring | 12% | 36 | 36 | — |
| Customer Documentation | 8% | 63 | 54 | +9 |
| Total | 100% | 54 (F) | 41 (F) | +13 |
§ Evidence summary
Evidence count
Plum
19 rows across 7 categories
- documentation
- 12
- audit report
- 3
- absence
- 4
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1