Side-by-side · Rubric v1.0
Glider AI vs LinkedIn Recruiter
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
LinkedIn Recruiter
LinkedIn Recruiter is LinkedIn's enterprise sourcing and candidate-management platform, whose Hiring Assistant add-on and AI-Assisted Search use AI to turn intake notes into qualifications, source and rank candidates, evaluate applicants against recruiter-set qualifications, and draft or send outreach.
Substantial gaps
Sourcing
The result
LinkedIn Recruiter leads Glider AI by 5 points.
Under rubric v1.0, LinkedIn Recruiter, filed under Sourcing, finishes on 57 and Glider AI, filed under Assessment, on 52, 5 points apart. The 7 criteria split 6 to 1 in favour of LinkedIn Recruiter: LinkedIn Recruiter is ahead on Article 11 Technical Documentation and Glider AI on Bias Audit Transparency. Bias Audit Transparency is at once the widest raw gap and the heaviest weighted swing, and it belongs to Glider AI — Glider AI 68, LinkedIn Recruiter 50, on an 18% weight — which is 100% of the weighted advantage Glider AI holds across the 1 criterion on that side of the table.
Criteria won
7 criteria
- Glider AI1
- LinkedIn Recruiter6
- Widest raw gap
- Bias Audit Transparency68 vs 50
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Glider AI is filed under Assessment AI, LinkedIn Recruiter under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of
Only Glider AI is in scope of
| Record | Glider AI | LinkedIn Recruiter |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2020 | 2002 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight29% of the movement so far
Glider AI68LinkedIn Recruiter503.2 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight56% of the movement so far
Glider AI52LinkedIn Recruiter673.0 weighted points to LinkedIn Recruiter
- 3
Human Oversight Design
12% weight68% of the movement so far
Glider AI55LinkedIn Recruiter661.3 weighted points to LinkedIn Recruiter
- 4
Data Governance Disclosure
15% weight79% of the movement so far
Glider AI54LinkedIn Recruiter621.2 weighted points to LinkedIn Recruiter
- 5
Post-Market Monitoring
12% weight90% of the movement so far
Glider AI40LinkedIn Recruiter501.2 weighted points to LinkedIn Recruiter
- 6
Customer Documentation
8% weight96% of the movement so far
Glider AI60LinkedIn Recruiter680.6 weighted points to LinkedIn Recruiter
- 7
FRIA Support
15% weight100% of the movement so far
Glider AI35LinkedIn Recruiter380.4 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.6 — the difference between the two totals before either is rounded. Shares are of 11.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus LinkedIn Recruiter, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | LinkedIn Recruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 67 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 68 | 50 | +18 | +3.2 |
| FRIA Support | 15% | 35 | 38 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 54 | 62 | -8 | -1.2 |
| Human Oversight Design | 12% | 55 | 66 | -11 | -1.3 |
| Post-Market Monitoring | 12% | 40 | 50 | -10 | -1.2 |
| Customer Documentation | 8% | 60 | 68 | -8 | -0.6 |
| Total | 100% | 52F | 57F | -5 | -4.6 |
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 | LinkedIn Recruiter | ||||
|---|---|---|---|---|---|---|---|
| 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 | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domainSources on a separate domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 27 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 34 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Glider AI has 33 evidence rows across 7 of 7 criteria — 27 with a source URL, 6 documented absences; LinkedIn Recruiter has 39 evidence rows across 7 of 7 criteria — 34 with a source URL, 5 documented absences; some documentation or audit rows for Glider AI and LinkedIn Recruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 72 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 39 for LinkedIn Recruiter, across 6 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- LinkedIn Recruiter last reviewed
- September 25, 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.