Side-by-side · Rubric v1.0
CodeSignal vs SmartRecruiters
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
CodeSignal
CodeSignal is a technical skills assessment and interview platform for developer hiring that adds AI features including an AI Interviewer, AI-assisted/agentic coding assessments, and AI-plus-human proctoring.
Vendor profile
SmartRecruiters
SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus SmartRecruiters.
| Category | Weight | CodeSignal | SmartRecruiters | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 70 | -32 |
| Bias Audit Transparency | 18% | 45 | 78 | -33 |
| FRIA Support | 15% | 25 | 45 | -20 |
| Data Governance Disclosure | 15% | 50 | 62 | -12 |
| Human Oversight Design | 12% | 55 | 62 | -7 |
| Post-Market Monitoring | 12% | 38 | 48 | -10 |
| Customer Documentation | 8% | 62 | 63 | -1 |
| Total | 100% | 43 (F) | 62 (D) | -19 |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
SmartRecruiters
13 rows across 7 categories
- documentation
- 5
- public statement
- 3
- audit report
- 3
- absence
- 2