Side-by-side · Rubric v1.0
Retorio 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.
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Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
44
FSubstantial gaps
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.
37
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Retorio minus Toggl Hire.
| Category | Weight | Retorio | Toggl Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 30 | +20 |
| Bias Audit Transparency | 18% | 40 | 20 | +20 |
| FRIA Support | 15% | 30 | 30 | — |
| Data Governance Disclosure | 15% | 52 | 55 | -3 |
| Human Oversight Design | 12% | 52 | 52 | — |
| Post-Market Monitoring | 12% | 33 | 35 | -2 |
| Customer Documentation | 8% | 50 | 50 | — |
| Total | 100% | 44 (F) | 37 (F) | +7 |
§ Evidence summary
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1