Side-by-side · Rubric v1.0
Glider AI vs Moonhub
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
Moonhub
Moonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
Substantial gaps
Sourcing
The result
Glider AI leads Moonhub on all 7 criteria.
Under rubric v1.0, Glider AI (Assessment) opens a 22-point lead on Moonhub (Sourcing), 52 to 30. Moonhub leads none of the 7 criteria, and Glider AI is ahead on 3 of them by 20 raw points or more, Bias Audit Transparency among them. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Glider AI 68, Moonhub 18 — and at an 18% weight it carries 41% of the weighted advantage Glider AI holds across the 7 criteria on that side of the table.
Criteria won
7 criteria
- Glider AI7
- Moonhub0
- Widest raw gap
- Bias Audit Transparency68 vs 18
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Glider AI is filed under Assessment AI, Moonhub 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 | Moonhub |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2020 | 2022 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight41% of the movement so far
Glider AI68Moonhub189.0 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight62% of the movement so far
Glider AI52Moonhub304.4 weighted points to Glider AI
- 3
Post-Market Monitoring
12% weight72% of the movement so far
Glider AI40Moonhub222.2 weighted points to Glider AI
- 4
Data Governance Disclosure
15% weight81% of the movement so far
Glider AI54Moonhub402.1 weighted points to Glider AI
- 5
Customer Documentation
8% weight89% of the movement so far
Glider AI60Moonhub381.8 weighted points to Glider AI
- 6
FRIA Support
15% weight96% of the movement so far
Glider AI35Moonhub251.5 weighted points to Glider AI
- 7
Human Oversight Design
12% weight100% of the movement so far
Glider AI55Moonhub480.8 weighted points to Glider AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +21.8 — the difference between the two totals before either is rounded. Shares are of 21.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +22 beside that +21.8.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Moonhub, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 30 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 68 | 18 | +50 | +9.0 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 54 | 40 | +14 | +2.1 |
| Human Oversight Design | 12% | 55 | 48 | +7 | +0.8 |
| Post-Market Monitoring | 12% | 40 | 22 | +18 | +2.2 |
| Customer Documentation | 8% | 60 | 38 | +22 | +1.8 |
| Total | 100% | 52F | 30F | +22 | +21.8 |
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 | Moonhub | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 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 | 1 | 1 | — |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| 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 | 7 | 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; Moonhub has 13 evidence rows across 7 of 7 criteria — 6 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 46 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Moonhub 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.