Side-by-side · Rubric v1.0
DevSkiller vs SeekOut
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
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
34
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is DevSkiller minus SeekOut.
| Category | Weight | DevSkiller | SeekOut | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 35 | — |
| Bias Audit Transparency | 18% | 22 | 40 | -18 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 52 | 35 | +17 |
| Human Oversight Design | 12% | 55 | 45 | +10 |
| Post-Market Monitoring | 12% | 40 | 25 | +15 |
| Customer Documentation | 8% | 58 | 35 | +23 |
| Total | 100% | 39 (F) | 34 (F) | +5 |
§ Evidence summary
Evidence count
DevSkiller
15 rows across 7 categories
- documentation
- 9
- absence
- 4
- audit report
- 1
- public statement
- 1
Evidence count
SeekOut
9 rows across 7 categories
- documentation
- 4
- absence
- 4
- public statement
- 1