Side-by-side · Rubric v1.0
Codility vs Toggl Hire
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
Codility
Codility is a technical/coding assessment platform that screens and interviews software engineers with work-sample coding tests, live technical interviews, and integrity tooling including plagiarism and AI-use detection.
Vendor profile
Toggl Hire
Toggl Hire is a skills-first hiring platform (now being retired) that screens candidates with auto-graded skills tests, async video interviews and homework assignments, bundled with a lightweight ATS.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Codility minus Toggl Hire.
| Category | Weight | Codility | Toggl Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 30 | +30 |
| Bias Audit Transparency | 18% | 45 | 20 | +25 |
| FRIA Support | 15% | 42 | 30 | +12 |
| Data Governance Disclosure | 15% | 57 | 55 | +2 |
| Human Oversight Design | 12% | 62 | 52 | +10 |
| Post-Market Monitoring | 12% | 50 | 35 | +15 |
| Customer Documentation | 8% | 66 | 50 | +16 |
| Total | 100% | 54 (F) | 37 (F) | +17 |
§ Evidence summary
Evidence count
Codility
20 rows across 7 categories
- documentation
- 15
- absence
- 4
- public statement
- 1
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1