§ The result
Classet leads eSkill by 14 points.
Classet sits 14 points above eSkill under rubric v1.0 — 55 against 41 — with Classet filed under Screening and eSkill under Assessment. eSkill takes 2 of the 7 criteria, Article 11 Technical Documentation among them, against 5 for Classet, whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Classet 76, eSkill 25) and the heaviest weighted swing, and at 18% weight it makes up 64% of the weighted advantage Classet holds across the 5 criteria it leads.
Vendor profile
Classet
Classet's AI voice recruiter, Joy, phones hourly and frontline applicants within about a minute of applying, runs employer-scripted screening interviews with binary knockout questions, and sends recruiters recordings, transcripts, summaries and a qualified/unqualified outcome, either in Classet's lightweight ATS or in 100+ connected ATSs.
Vendor profile
eSkill
eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.
§ The record
Classet is filed under Screening AI, eSkill under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only eSkill is in scope of Mobley v. Workday.
| Record | Classet | eSkill |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2021 | 2003 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 62% of the movement so far
Bias Audit Transparency
Classet 76 · eSkill 25
9.2 weighted points to Classet
12% weight · 79% of the movement so far
Post-Market Monitoring
Classet 58 · eSkill 36
2.6 weighted points to Classet
15% weight · 89% of the movement so far
Data Governance Disclosure
Classet 57 · eSkill 47
1.5 weighted points to Classet
8% weight · 93% of the movement so far
Customer Documentation
Classet 62 · eSkill 56
0.5 weighted points to Classet
15% weight · 96% of the movement so far
FRIA Support
Classet 33 · eSkill 30
0.4 weighted points to Classet
20% weight · 98% of the movement so far
Article 11 Technical Documentation
Classet 46 · eSkill 48
0.4 weighted points to eSkill
12% weight · 100% of the movement so far
Human Oversight Design
Classet 55 · eSkill 57
0.2 weighted points to eSkill
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.6 — the difference between the two totals before either is rounded. Shares are of 14.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +14 beside that +13.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Classet minus eSkill.
| Category | Weight | Classet | eSkill | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 48 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 76 | 25 | +51 | +9.2 |
| FRIA Support | 15% | 33 | 30 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 57 | 47 | +10 | +1.5 |
| Human Oversight Design | 12% | 55 | 57 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 58 | 36 | +22 | +2.6 |
| Customer Documentation | 8% | 62 | 56 | +6 | +0.5 |
| Total | 100% | 55 (F) | 41 (F) | +14 | +13.6 |
§ 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 | Classet | eSkill | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 8 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 33 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 6 | Sources on the vendor's own domainSources on a separate domain |
Classet has 38 evidence rows across 7 of 7 criteria — 33 with a source URL, 5 documented absences; eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Classet and eSkill sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 68 evidence rows on file for these two vendors: 38 for Classet, across 3 distinct source domains, and 30 for eSkill, across 2 distinct source domains.
- Rubric
- v1.0
- Classet last reviewed
- September 25, 2026 · HireAIScore editorial team
- eSkill last reviewed
- September 25, 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