§ The result
Classet leads Moonhub on all 7 criteria.
Rubric v1.0 puts 25 points between Classet (Screening) and Moonhub (Sourcing): 55 for Classet, 30 for Moonhub. Classet leads every one of the 7 criteria and 3 of them by 20 raw points or more, Bias Audit Transparency among them; Moonhub leads none. One criterion, Bias Audit Transparency, is both the widest raw gap (Classet 76, Moonhub 18) and the heaviest weighted swing, and at 18% weight it makes up 43% of the weighted advantage Classet holds across the 7 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
Moonhub
Moonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
§ The record
Classet is filed under Screening AI, Moonhub under Candidate sourcing 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.
| Record | Classet | Moonhub |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2021 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
Classet 76 · Moonhub 18
10.4 weighted points to Classet
12% weight · 60% of the movement so far
Post-Market Monitoring
Classet 58 · Moonhub 22
4.3 weighted points to Classet
20% weight · 73% of the movement so far
Article 11 Technical Documentation
Classet 46 · Moonhub 30
3.2 weighted points to Classet
15% weight · 84% of the movement so far
Data Governance Disclosure
Classet 57 · Moonhub 40
2.5 weighted points to Classet
8% weight · 92% of the movement so far
Customer Documentation
Classet 62 · Moonhub 38
1.9 weighted points to Classet
15% weight · 97% of the movement so far
FRIA Support
Classet 33 · Moonhub 25
1.2 weighted points to Classet
12% weight · 100% of the movement so far
Human Oversight Design
Classet 55 · Moonhub 48
0.8 weighted points to Classet
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +24.5 — the difference between the two totals before either is rounded. Shares are of 24.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +25 beside that +24.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Classet minus Moonhub.
| Category | Weight | Classet | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 30 | +16 | +3.2 |
| Bias Audit Transparency | 18% | 76 | 18 | +58 | +10.4 |
| FRIA Support | 15% | 33 | 25 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 57 | 40 | +17 | +2.5 |
| Human Oversight Design | 12% | 55 | 48 | +7 | +0.8 |
| Post-Market Monitoring | 12% | 58 | 22 | +36 | +4.3 |
| Customer Documentation | 8% | 62 | 38 | +24 | +1.9 |
| Total | 100% | 55 (F) | 30 (F) | +25 | +24.5 |
§ 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 | Classet | Moonhub | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 8 | 0 | Sources on the vendor's own domain | 1 | 1 | — |
| Post-Market Monitoring | 12% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 1 | 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 | 6 | 7 | Sources on the vendor's own domain |
Classet has 38 evidence rows across 7 of 7 criteria — 33 with a source URL, 5 documented absences; Moonhub has 13 evidence rows across 7 of 7 criteria — 6 with a source URL, 7 documented absences; some documentation or audit rows for Classet sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 51 evidence rows on file for these two vendors: 38 for Classet, across 3 distinct source domains, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Classet last reviewed
- September 25, 2026 · HireAIScore editorial team
- Moonhub 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.
§ Where next