Side-by-side · Rubric v1.0
Glider AI vs Knockri
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
Knockri
Knockri runs asynchronous structured behavioural interviews that candidates answer by audio, video or text; it transcribes the answers, uses NLP models to score the work-related behaviours they describe against a skills framework, and produces per-skill scores and ranked shortlists.
Substantial gaps
Video interview
The result
Glider AI leads Knockri by 5 points.
Glider AI scores 52 and Knockri 47 under rubric v1.0, a 5-point gap across the Assessment and Video interview cohorts. Glider AI and Knockri each lead 3 of the 7 criteria, with 1 level, though the side of the split Glider AI holds (headed by Bias Audit Transparency) adds up to more weighted points. One criterion, Bias Audit Transparency, is both the widest raw gap (Glider AI 68, Knockri 35) and the heaviest weighted swing, and at 18% weight it makes up 86% of the weighted advantage Glider AI holds across the 3 criteria it leads.
Criteria won
7 criteria
- Glider AI3
- Knockri3
- Level1
- Widest raw gap
- Bias Audit Transparency68 vs 35
- 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, Knockri under Video interview AI. They record no secondary category in common.
Both are in scope of
| Record | Glider AI | Knockri |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | CA |
| Founded | 2020 | 2017 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight72% of the movement so far
Glider AI68Knockri355.9 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight79% of the movement so far
Glider AI52Knockri550.6 weighted points to Knockri
- 3
Human Oversight Design
12% weight86% of the movement so far
Glider AI55Knockri600.6 weighted points to Knockri
- 4
Post-Market Monitoring
12% weight93% of the movement so far
Glider AI40Knockri350.6 weighted points to Glider AI
- 5
Customer Documentation
8% weight98% of the movement so far
Glider AI60Knockri550.4 weighted points to Glider AI
- 6
Data Governance Disclosure
15% weight100% of the movement so far
Glider AI54Knockri550.1 weighted points to Knockri
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +5.6 — the difference between the two totals before either is rounded. Shares are of 8.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +5.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Knockri, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Knockri | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 55 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 68 | 35 | +33 | +5.9 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 54 | 55 | -1 | -0.1 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 40 | 35 | +5 | +0.6 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 52F | 47F | +5 | +5.6 |
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 | Knockri | ||||
|---|---|---|---|---|---|---|---|
| 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 | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 7 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources 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 | 7 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 27 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 36 | 5 | Sources 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; Knockri has 41 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; some documentation or audit rows for Glider AI and Knockri sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 74 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 41 for Knockri, across 7 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Knockri last reviewed
- September 25, 2026 · HireAIScore editorial team
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