Side-by-side · Rubric v1.0
Glider AI vs Xobin
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
Xobin
Xobin is a talent-assessment platform that sells skills, coding, communication and psychometric tests alongside generative-AI answer scoring (AI Evaluate), AI-led interviews, AI proctoring and NURA, an AI recruiting agent that parses resumes, interviews candidates and builds shortlists.
Substantial gaps
Assessment
The result
Glider AI takes the total, Xobin takes more of the criteria.
Glider AI holds a 2-point edge over Xobin under rubric v1.0, 52 to 50, with both scored in the Assessment cohort. Xobin leads more of the criteria, 3 against 2 for Glider AI, yet Glider AI takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Glider AI 68, Xobin 43 — and at an 18% weight it carries 95% of the weighted advantage Glider AI holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Glider AI2
- Xobin3
- Level2
- Widest raw gap
- Bias Audit Transparency68 vs 43
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Glider AI and Xobin are both filed under Assessment AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of
| Record | Glider AI | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2020 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight60% of the movement so far
Glider AI68Xobin434.5 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight86% of the movement so far
Glider AI52Xobin622.0 weighted points to Xobin
- 3
Data Governance Disclosure
15% weight92% of the movement so far
Glider AI54Xobin570.4 weighted points to Xobin
- 4
Human Oversight Design
12% weight97% of the movement so far
Glider AI55Xobin580.4 weighted points to Xobin
- 5
Post-Market Monitoring
12% weight100% of the movement so far
Glider AI40Xobin380.2 weighted points to Glider AI
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +1.9 — the difference between the two totals before either is rounded. Shares are of 7.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.9.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Xobin, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 62 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 68 | 43 | +25 | +4.5 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 54 | 57 | -3 | -0.4 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 52F | 50F | +2 | +1.9 |
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 | Xobin | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| 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 | 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 domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 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 | 27 | 5 | Sources 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; Xobin has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Glider AI and Xobin sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 65 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Xobin 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.
Where next
Scored against