Side-by-side · Rubric v1.0
Toggl Hire vs UKG
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
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.
Vendor profile
UKG
UKG is an enterprise HCM and workforce-management suite whose UKG Pro Recruiting applicant-tracking module, augmented by the embedded Bryte AI layer, drafts job descriptions and produces profile-match candidate scores to rank and shortlist applicants.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Toggl Hire minus UKG.
| Category | Weight | Toggl Hire | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 48 | -18 |
| Bias Audit Transparency | 18% | 20 | 30 | -10 |
| FRIA Support | 15% | 30 | 35 | -5 |
| Data Governance Disclosure | 15% | 55 | 56 | -1 |
| Human Oversight Design | 12% | 52 | 52 | — |
| Post-Market Monitoring | 12% | 35 | 38 | -3 |
| Customer Documentation | 8% | 50 | 55 | -5 |
| Total | 100% | 37 (F) | 44 (F) | -7 |
§ Evidence summary
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1