Side-by-side · Rubric v1.0
DevSkiller vs Eightfold AI
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.
Export comparison (CSV)Pro→Vendor profile
DevSkiller
DevSkiller (now branded SkillPanel) provides technical skills assessment and coding tests that automatically score developer candidates on real-world work-sample tasks using hidden verification unit tests and static code analysis.
39
FSubstantial gaps
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
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is DevSkiller minus Eightfold AI.
| Category | Weight | DevSkiller | Eightfold AI | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 75 | -40 |
| Bias Audit Transparency | 18% | 22 | 85 | -63 |
| FRIA Support | 15% | 25 | 45 | -20 |
| Data Governance Disclosure | 15% | 52 | 60 | -8 |
| Human Oversight Design | 12% | 55 | 60 | -5 |
| Post-Market Monitoring | 12% | 40 | 50 | -10 |
| Customer Documentation | 8% | 58 | 60 | -2 |
| Total | 100% | 39 (F) | 64 (D) | -25 |
§ Evidence summary
Evidence count
DevSkiller
15 rows across 7 categories
- documentation
- 9
- absence
- 4
- audit report
- 1
- public statement
- 1
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2