Side-by-side · Rubric v1.0
Oracle Recruiting 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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Oracle Recruiting
Oracle Recruiting (part of Oracle Fusion Cloud HCM, formerly Oracle Recruiting Cloud) is an enterprise applicant tracking system whose embedded AI suggests and ranks candidates, finds similar candidates, and generates 0-5 generative-AI match ratings against job requisitions to assist recruiters.
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 Oracle Recruiting minus Toggl Hire.
| Category | Weight | Oracle Recruiting | Toggl Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 30 | +30 |
| Bias Audit Transparency | 18% | 30 | 20 | +10 |
| FRIA Support | 15% | 35 | 30 | +5 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 |
| Human Oversight Design | 12% | 60 | 52 | +8 |
| Post-Market Monitoring | 12% | 40 | 35 | +5 |
| Customer Documentation | 8% | 62 | 50 | +12 |
| Total | 100% | 49 (F) | 37 (F) | +12 |
§ Evidence summary
Evidence count
Oracle Recruiting
16 rows across 7 categories
- documentation
- 12
- absence
- 4
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1