Side-by-side · Rubric v1.0
Glider AI vs HiPeople
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
HiPeople
HiPeople is a Berlin-based hiring platform combining a 400+ test skills and personality assessment library, automated AI reference checks, AI resume/application screening that scores candidates against job criteria, and AI screening calls.
Concerning
Assessment
The result
HiPeople leads Glider AI on 6 of the 7 criteria.
HiPeople finishes 9 points ahead of Glider AI under rubric v1.0, 61 (D) to 52 (F), both scored as Assessment entries. Glider AI is ahead on none of the 7 criteria: HiPeople takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, Glider AI 54 to HiPeople 58. The widest raw gap and the heaviest weighted swing fall on different criteria: Post-Market Monitoring (Glider AI 40, HiPeople 60) and Bias Audit Transparency at 18% (Glider AI 68, HiPeople 84), the second being 31% of the weighted advantage HiPeople holds across the 6 criteria on that side of the table.
Criteria won
7 criteria
- Glider AI0
- HiPeople6
- Level1
- Widest raw gap
- Post-Market Monitoring40 vs 60
- 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 and HiPeople are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Glider AI | HiPeople |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 2020 | 2019 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight31% of the movement so far
Glider AI68HiPeople842.9 weighted points to HiPeople
- 2
Post-Market Monitoring
12% weight57% of the movement so far
Glider AI40HiPeople602.4 weighted points to HiPeople
- 3
Article 11 Technical Documentation
20% weight79% of the movement so far
Glider AI52HiPeople622.0 weighted points to HiPeople
- 4
Human Oversight Design
12% weight88% of the movement so far
Glider AI55HiPeople620.8 weighted points to HiPeople
- 5
Data Governance Disclosure
15% weight95% of the movement so far
Glider AI54HiPeople580.6 weighted points to HiPeople
- 6
Customer Documentation
8% weight100% of the movement so far
Glider AI60HiPeople660.5 weighted points to HiPeople
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -9.2 — the difference between the two totals before either is rounded. Shares are of 9.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -9.2.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus HiPeople, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | HiPeople | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 62 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 68 | 84 | -16 | -2.9 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 54 | 58 | -4 | -0.6 |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 40 | 60 | -20 | -2.4 |
| Customer Documentation | 8% | 60 | 66 | -6 | -0.5 |
| Total | 100% | 52F | 61D | -9 | -9.2 |
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 | HiPeople | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 5 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 2 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 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 | 5 | 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 | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 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 | 27 | 8 | 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; HiPeople has 31 evidence rows across 7 of 7 criteria — 27 with a source URL, 8 documented absences; some documentation or audit rows for Glider AI and HiPeople sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 64 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 31 for HiPeople, across 3 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- HiPeople last reviewed
- August 2, 2026 · HireAIScore editorial team
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