§ The result
4 points separate iMocha and Glider AI.
iMocha holds a 4-point edge over Glider AI under rubric v1.0, 56 to 52, with both scored in the Assessment cohort. iMocha leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Glider AI leads 1, including Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and Glider AI holds it (Glider AI 68, iMocha 44, 18% weight), worth 100% of the weighted advantage Glider AI builds across the 1 criterion it leads.
Vendor profile
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.
Vendor profile
iMocha
iMocha is an AI-powered skills assessment and skills-intelligence platform that evaluates candidates and employees across technical, cognitive, coding, and soft skills for hiring and internal talent management, including AI-based coding simulators and an AI video interviewer (Tara).
§ The record
Glider AI and iMocha are both filed under Assessment AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Glider AI | iMocha |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | IN |
| Founded | 2020 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 35% of the movement so far
Bias Audit Transparency
Glider AI 68 · iMocha 44
4.3 weighted points to Glider AI
20% weight · 61% of the movement so far
Article 11 Technical Documentation
Glider AI 52 · iMocha 68
3.2 weighted points to iMocha
15% weight · 76% of the movement so far
Data Governance Disclosure
Glider AI 54 · iMocha 66
1.8 weighted points to iMocha
12% weight · 85% of the movement so far
Human Oversight Design
Glider AI 55 · iMocha 64
1.1 weighted points to iMocha
12% weight · 92% of the movement so far
Post-Market Monitoring
Glider AI 40 · iMocha 48
1.0 weighted points to iMocha
8% weight · 96% of the movement so far
Customer Documentation
Glider AI 60 · iMocha 66
0.5 weighted points to iMocha
15% weight · 100% of the movement so far
FRIA Support
Glider AI 35 · iMocha 38
0.4 weighted points to iMocha
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.6 — the difference between the two totals before either is rounded. Shares are of 12.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -3.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus iMocha.
| Category | Weight | Glider AI | iMocha | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 68 | -16 | -3.2 |
| Bias Audit Transparency | 18% | 68 | 44 | +24 | +4.3 |
| FRIA Support | 15% | 35 | 38 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 54 | 66 | -12 | -1.8 |
| Human Oversight Design | 12% | 55 | 64 | -9 | -1.1 |
| Post-Market Monitoring | 12% | 40 | 48 | -8 | -1.0 |
| Customer Documentation | 8% | 60 | 66 | -6 | -0.5 |
| Total | 100% | 52 (F) | 56 (F) | -4 | -3.6 |
§ 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 | iMocha | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 0 | Audit reportSources 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 | 3 | 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 | 3 | 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 | 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 | 21 | 5 | 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; iMocha has 26 evidence rows across 7 of 7 criteria — 21 with a source URL, 5 documented absences; some documentation or audit rows for Glider AI and iMocha sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 26 for iMocha, across 2 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- iMocha last reviewed
- July 17, 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.
§ Where next