Side-by-side · Rubric v1.0
Glider AI vs Jobma
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
Jobma
AI video interviewing platform offering one-way (pre-recorded), live, and agentic AI interviews with automated transcription and AI scoring of candidate video, audio, and written responses as recruiter decision-support.
Substantial gaps
Video interview
The result
Glider AI takes the total, Jobma takes more of the criteria.
Glider AI (Assessment) edges Jobma (Video interview) by 3 points under rubric v1.0, 52 to 49. Jobma leads more of the criteria than Glider AI — 5 to 1 — but Bias Audit Transparency, which Glider AI leads, carries 18% of the rubric, and the weighted sum still falls to Glider AI. One criterion, Bias Audit Transparency, is both the widest raw gap (Glider AI 68, Jobma 40) and the heaviest weighted swing, and at 18% weight it makes up 100% of the weighted advantage Glider AI holds across the 1 criterion it leads.
Criteria won
7 criteria
- Glider AI1
- Jobma5
- Level1
- Widest raw gap
- Bias Audit Transparency68 vs 40
- 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, Jobma under Video interview AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Glider AI | Jobma |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2020 | 2012 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight70% of the movement so far
Glider AI68Jobma405.0 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight79% of the movement so far
Glider AI52Jobma550.6 weighted points to Jobma
- 3
Human Oversight Design
12% weight87% of the movement so far
Glider AI55Jobma600.6 weighted points to Jobma
- 4
Post-Market Monitoring
12% weight94% of the movement so far
Glider AI40Jobma440.5 weighted points to Jobma
- 5
Data Governance Disclosure
15% weight98% of the movement so far
Glider AI54Jobma560.3 weighted points to Jobma
- 6
Customer Documentation
8% weight100% of the movement so far
Glider AI60Jobma620.2 weighted points to Jobma
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.9 — the difference between the two totals before either is rounded. Shares are of 7.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.9.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Jobma, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Jobma | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 55 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 68 | 40 | +28 | +5.0 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 54 | 56 | -2 | -0.3 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 40 | 44 | -4 | -0.5 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 52F | 49F | +3 | +2.9 |
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 | Jobma | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 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 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 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 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 27 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 17 | 4 | Sources 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; Jobma has 21 evidence rows across 7 of 7 criteria — 17 with a source URL, 4 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 54 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 21 for Jobma, across 1 distinct source domain.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Jobma last reviewed
- July 17, 2026 · HireAIScore editorial team
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