Side-by-side · Rubric v1.0
Glider AI vs Zoho Recruit
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
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
Substantial gaps
ATS-integrated
The result
Glider AI leads Zoho Recruit by 10 points.
Glider AI sits 10 points above Zoho Recruit under rubric v1.0 — 52 against 42 — with Glider AI filed under Assessment and Zoho Recruit under ATS-integrated. The 7 criteria split 4 to 1 in favour of Glider AI, with 2 level: Glider AI is ahead on Bias Audit Transparency and Zoho Recruit on Data Governance Disclosure. One criterion, Bias Audit Transparency, is both the widest raw gap (Glider AI 68, Zoho Recruit 24) and the heaviest weighted swing, and at 18% weight it makes up 74% of the weighted advantage Glider AI holds across the 4 criteria it leads.
Criteria won
7 criteria
- Glider AI4
- Zoho Recruit1
- Level2
- Widest raw gap
- Bias Audit Transparency68 vs 24
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Glider AI is filed under Assessment AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Glider AI | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2020 | 1996 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight73% of the movement so far
Glider AI68Zoho Recruit247.9 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight86% of the movement so far
Glider AI52Zoho Recruit451.4 weighted points to Glider AI
- 3
FRIA Support
15% weight93% of the movement so far
Glider AI35Zoho Recruit300.8 weighted points to Glider AI
- 4
Human Oversight Design
12% weight99% of the movement so far
Glider AI55Zoho Recruit500.6 weighted points to Glider AI
- 5
Data Governance Disclosure
15% weight100% of the movement so far
Glider AI54Zoho Recruit550.1 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +10.5 — the difference between the two totals before either is rounded. Shares are of 10.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Zoho Recruit, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 45 | +7 | +1.4 |
| Bias Audit Transparency | 18% | 68 | 24 | +44 | +7.9 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 54 | 55 | -1 | -0.1 |
| Human Oversight Design | 12% | 55 | 50 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 52F | 42F | +10 | +10.5 |
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 | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 1 | 1 | — |
| 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 | 1 | 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 | 1 | 1 | 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 | 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 | 2 | 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 | 10 | 7 | 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; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 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 50 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Zoho Recruit last reviewed
- July 17, 2026 · HireAIScore editorial team
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