Side-by-side · Rubric v1.0
Glider AI vs Retorio
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
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
Substantial gaps
Assessment
The result
Glider AI leads Retorio on all 7 criteria.
Glider AI finishes 8 points ahead of Retorio under rubric v1.0, 52 to 44, both scored as Assessment entries. Glider AI takes all 7 criteria and Retorio none of them; the nearest contest is Article 11 Technical Documentation, Glider AI 52 to Retorio 50. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Glider AI 68, Retorio 40 — and at an 18% weight it carries 59% of the weighted advantage Glider AI holds across the 7 criteria on that side of the table.
Criteria won
7 criteria
- Glider AI7
- Retorio0
- 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 and Retorio are both filed under Assessment AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of
| Record | Glider AI | Retorio |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 2020 | 2018 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight59% of the movement so far
Glider AI68Retorio405.0 weighted points to Glider AI
- 2
Post-Market Monitoring
12% weight69% of the movement so far
Glider AI40Retorio330.8 weighted points to Glider AI
- 3
Customer Documentation
8% weight79% of the movement so far
Glider AI60Retorio500.8 weighted points to Glider AI
- 4
FRIA Support
15% weight88% of the movement so far
Glider AI35Retorio300.8 weighted points to Glider AI
- 5
Article 11 Technical Documentation
20% weight92% of the movement so far
Glider AI52Retorio500.4 weighted points to Glider AI
- 6
Human Oversight Design
12% weight96% of the movement so far
Glider AI55Retorio520.4 weighted points to Glider AI
- 7
Data Governance Disclosure
15% weight100% of the movement so far
Glider AI54Retorio520.3 weighted points to Glider AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +8.5 — the difference between the two totals before either is rounded. Shares are of 8.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +8.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Retorio, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Retorio | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 50 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 68 | 40 | +28 | +5.0 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 54 | 52 | +2 | +0.3 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 40 | 33 | +7 | +0.8 |
| Customer Documentation | 8% | 60 | 50 | +10 | +0.8 |
| Total | 100% | 52F | 44F | +8 | +8.5 |
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 | Retorio | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Audit reportSources on a separate 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 | 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 | 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 | 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 | 3 | 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 | 16 | 6 | 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; Retorio has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; some documentation or audit rows for Glider AI and Retorio sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 22 for Retorio, across 4 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Retorio 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.
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Scored against