Side-by-side · Rubric v1.0
Glider AI vs UKG
Glider AI
Glider AI is a skills-validation platform that screens and verifies candidates with auto-scored skills assessments and coding simulations, autonomous AI video and voice interviews that score responses against job requirements, live coding interviews, AI proctoring, and biometric ID verification.
Substantial gaps
Assessment
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.
Substantial gaps
ATS-integrated
The result
Glider AI leads UKG by 8 points.
Glider AI scores 52 and UKG 44 under rubric v1.0, an 8-point gap across the Assessment and ATS-integrated cohorts. Glider AI leads 5 of the 7 criteria, including Bias Audit Transparency, while UKG leads 1, including Data Governance Disclosure, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (Glider AI 68, UKG 30) and the heaviest weighted swing, and at 18% weight it makes up 79% of the weighted advantage Glider AI holds across the 5 criteria it leads.
Criteria won
7 criteria
- Glider AI5
- UKG1
- Level1
- Widest raw gap
- Bias Audit Transparency68 vs 30
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Glider AI is filed under Assessment AI, UKG under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of
Only Glider AI is in scope of
| Record | Glider AI | UKG |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2020 | 2020 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight77% of the movement so far
Glider AI68UKG306.8 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight85% of the movement so far
Glider AI52UKG480.8 weighted points to Glider AI
- 3
Customer Documentation
8% weight90% of the movement so far
Glider AI60UKG550.4 weighted points to Glider AI
- 4
Human Oversight Design
12% weight94% of the movement so far
Glider AI55UKG520.4 weighted points to Glider AI
- 5
Data Governance Disclosure
15% weight97% of the movement so far
Glider AI54UKG560.3 weighted points to UKG
- 6
Post-Market Monitoring
12% weight100% of the movement so far
Glider AI40UKG380.2 weighted points to Glider AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +8.3 — the difference between the two totals before either is rounded. Shares are of 8.9 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 +8.3.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus UKG, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | UKG | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 48 | +4 | +0.8 |
| Bias Audit Transparency | 18% | 68 | 30 | +38 | +6.8 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 54 | 56 | -2 | -0.3 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 52F | 44F | +8 | +8.3 |
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 | Glider AI | UKG | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 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 | Audit reportSources on a separate domain | 0 | 2 | — |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 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% | 7 | 0 | Sources on the vendor's own domainSources on a separate domain | 0 | 2 | — |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 27 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 8 | Audit reportSources on the vendor's own domain |
Glider AI has 33 evidence rows across 7 of 7 criteria — 27 with a source URL, 6 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 Glider AI sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 14 for UKG, across 2 distinct source domains.
- Rubric
- v1.0
- Glider AI 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.