§ The result
Avionté leads Moonhub on all 7 criteria.
Under rubric v1.0, Avionté (ATS-integrated) opens a 15-point lead on Moonhub (Sourcing), 45 to 30. Moonhub leads none of the 7 criteria, and Avionté is ahead on 3 of them by 20 raw points or more, Article 11 Technical Documentation among them. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (Avionté 62, Moonhub 38) and Article 11 Technical Documentation at 20% (Avionté 50, Moonhub 30), the second being 27% of the weighted advantage Avionté holds across the 7 criteria on that side of the table.
Vendor profile
Avionté
AviontéBOLD is a front- and back-office platform for staffing agencies (ATS/CRM, onboarding, payroll and billing): its AI Matching Agent ranks candidates already in an agency's database for each job, and its Claude-powered PIXEL chatbot pre-screens and scores applicants.
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
Avionté is filed under ATS-integrated AI, Moonhub under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Avionté | Moonhub |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2005 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 27% of the movement so far
Article 11 Technical Documentation
Avionté 50 · Moonhub 30
4.0 weighted points to Avionté
12% weight · 46% of the movement so far
Post-Market Monitoring
Avionté 45 · Moonhub 22
2.8 weighted points to Avionté
15% weight · 62% of the movement so far
Data Governance Disclosure
Avionté 55 · Moonhub 40
2.3 weighted points to Avionté
8% weight · 75% of the movement so far
Customer Documentation
Avionté 62 · Moonhub 38
1.9 weighted points to Avionté
15% weight · 85% of the movement so far
FRIA Support
Avionté 35 · Moonhub 25
1.5 weighted points to Avionté
12% weight · 95% of the movement so far
Human Oversight Design
Avionté 60 · Moonhub 48
1.4 weighted points to Avionté
18% weight · 100% of the movement so far
Bias Audit Transparency
Avionté 22 · Moonhub 18
0.7 weighted points to Avionté
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +14.6 — the difference between the two totals before either is rounded. Shares are of 14.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +15 beside that +14.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Avionté minus Moonhub.
| Category | Weight | Avionté | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 30 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 22 | 18 | +4 | +0.7 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 55 | 40 | +15 | +2.3 |
| Human Oversight Design | 12% | 60 | 48 | +12 | +1.4 |
| Post-Market Monitoring | 12% | 45 | 22 | +23 | +2.8 |
| Customer Documentation | 8% | 62 | 38 | +24 | +1.9 |
| Total | 100% | 45 (F) | 30 (F) | +15 | +14.6 |
§ 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 | Avionté | Moonhub | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 27 | 6 | Sources on the vendor's own domainSources on a separate domain | 6 | 7 | Sources on the vendor's own domain |
Avionté has 33 evidence rows across 7 of 7 criteria — 27 with a source URL, 6 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 Avionté sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 33 for Avionté, across 4 distinct source domains, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Avionté 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