§ The result
UKG leads Dice by 8 points.
Under rubric v1.0, UKG, filed under ATS-integrated, finishes on 44 and Dice, filed under Sourcing, on 36, 8 points apart. UKG leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Dice leads 1, including Human Oversight Design. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Dice 32, UKG 48 — and at a 20% weight it carries 40% of the weighted advantage UKG holds across the 6 criteria on that side of the table.
Vendor profile
Dice
Dice is a US job marketplace and resume database for tech roles, run by DHI Group, whose employer tools use a proprietary skills knowledge graph and machine learning (IntelliSearch) to match, score and rank sourced candidates and applicants against job postings.
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
Dice is filed under Candidate sourcing AI, UKG under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773.
| Record | Dice | UKG |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 1990 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Dice 32 · UKG 48
3.2 weighted points to UKG
15% weight · 58% of the movement so far
Data Governance Disclosure
Dice 45 · UKG 56
1.6 weighted points to UKG
15% weight · 76% of the movement so far
FRIA Support
Dice 25 · UKG 35
1.5 weighted points to UKG
18% weight · 87% of the movement so far
Bias Audit Transparency
Dice 25 · UKG 30
0.9 weighted points to UKG
8% weight · 91% of the movement so far
Customer Documentation
Dice 50 · UKG 55
0.4 weighted points to UKG
12% weight · 96% of the movement so far
Human Oversight Design
Dice 55 · UKG 52
0.4 weighted points to Dice
12% weight · 100% of the movement so far
Post-Market Monitoring
Dice 35 · UKG 38
0.4 weighted points to UKG
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -7.7 — the difference between the two totals before either is rounded. Shares are of 8.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus UKG.
| Category | Weight | Dice | UKG | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 48 | -16 | -3.2 |
| Bias Audit Transparency | 18% | 25 | 30 | -5 | -0.9 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 45 | 56 | -11 | -1.6 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 35 | 38 | -3 | -0.4 |
| Customer Documentation | 8% | 50 | 55 | -5 | -0.4 |
| Total | 100% | 36 (F) | 44 (F) | -8 | -7.7 |
§ 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 | Dice | UKG | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 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% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 0 | 2 | — |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 7 | Sources on the vendor's own domainSources on a separate domain | 6 | 8 | Audit reportSources on the vendor's own domain |
Dice has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; UKG has 14 evidence rows across 7 of 7 criteria — 6 with a source URL, 8 documented absences; some documentation or audit rows for Dice sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 14 for UKG, across 2 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 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