§ The result
UKG leads Toggl Hire on 6 of the 7 criteria.
UKG scores 44 and Toggl Hire 37 under rubric v1.0, a 7-point gap across the ATS-integrated and Assessment cohorts. UKG leads 6 of the 7 criteria and the remaining criterion is level, so Toggl Hire is ahead on none of them; the closest of the 6 UKG leads is Data Governance Disclosure, Toggl Hire 55 to UKG 56. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Toggl Hire 30, UKG 48 — and at a 20% weight it carries 51% of the weighted advantage UKG holds across the 6 criteria on that side of the table.
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.
§ The record
Toggl Hire is filed under Assessment AI, UKG under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Toggl Hire is in scope of Mobley v. Workday.
| Record | Toggl Hire | UKG |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | EE | US |
| Founded | 2013 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 51% of the movement so far
Article 11 Technical Documentation
Toggl Hire 30 · UKG 48
3.6 weighted points to UKG
18% weight · 76% of the movement so far
Bias Audit Transparency
Toggl Hire 20 · UKG 30
1.8 weighted points to UKG
15% weight · 87% of the movement so far
FRIA Support
Toggl Hire 30 · UKG 35
0.8 weighted points to UKG
8% weight · 93% of the movement so far
Customer Documentation
Toggl Hire 50 · UKG 55
0.4 weighted points to UKG
12% weight · 98% of the movement so far
Post-Market Monitoring
Toggl Hire 35 · UKG 38
0.4 weighted points to UKG
15% weight · 100% of the movement so far
Data Governance Disclosure
Toggl Hire 55 · UKG 56
0.1 weighted points to UKG
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.1 — the difference between the two totals before either is rounded. Shares are of 7.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -7 beside that -7.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Toggl Hire minus UKG.
| Category | Weight | Toggl Hire | UKG | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 48 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 20 | 30 | -10 | -1.8 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 55 | 56 | -1 | -0.1 |
| Human Oversight Design | 12% | 52 | 52 | - | - |
| Post-Market Monitoring | 12% | 35 | 38 | -3 | -0.4 |
| Customer Documentation | 8% | 50 | 55 | -5 | -0.4 |
| Total | 100% | 37 (F) | 44 (F) | -7 | -7.1 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Toggl Hire | UKG | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 0 | 1 | — | 0 | 2 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 0 | 2 | — |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 4 | Sources on the vendor's own domain | 6 | 8 | Audit reportSources on the vendor's own domain |
Toggl Hire has 14 evidence rows across 7 of 7 criteria — 10 with a source URL, 4 documented absences; UKG has 14 evidence rows across 7 of 7 criteria — 6 with a source URL, 8 documented absences.
Provenance
The scores above are documented by 28 evidence rows on file for these two vendors: 14 for Toggl Hire, across 1 distinct source domain, and 14 for UKG, across 2 distinct source domains.
- Rubric
- v1.0
- Toggl Hire last reviewed
- July 17, 2026 · HireAIScore editorial team
- UKG last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next