§ The result
Dayforce leads Moonhub on all 7 criteria.
Rubric v1.0 puts 27 points between Dayforce (ATS-integrated) and Moonhub (Sourcing): 57 for Dayforce, 30 for Moonhub. Dayforce leads every one of the 7 criteria and 6 of them by 20 raw points or more, Article 11 Technical Documentation among them; Moonhub leads none. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Dayforce 74, Moonhub 30, 20% weight), but it accounts for only 33% of the weighted advantage Dayforce holds across the 7 criteria on that side of the table.
Vendor profile
Dayforce
Dayforce is an enterprise human capital management platform whose Dayforce Recruiting module uses AI to assign letter grades to external job applicants, generate job descriptions, and automate screening and hiring workflows alongside HR, payroll, time, talent, and analytics.
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
Dayforce 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 | Dayforce | Moonhub |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 1992 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 33% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · Moonhub 30
8.8 weighted points to Dayforce
18% weight · 49% of the movement so far
Bias Audit Transparency
Dayforce 42 · Moonhub 18
4.3 weighted points to Dayforce
15% weight · 62% of the movement so far
Data Governance Disclosure
Dayforce 63 · Moonhub 40
3.4 weighted points to Dayforce
12% weight · 73% of the movement so far
Post-Market Monitoring
Dayforce 47 · Moonhub 22
3.0 weighted points to Dayforce
8% weight · 83% of the movement so far
Customer Documentation
Dayforce 70 · Moonhub 38
2.6 weighted points to Dayforce
12% weight · 92% of the movement so far
Human Oversight Design
Dayforce 68 · Moonhub 48
2.4 weighted points to Dayforce
15% weight · 100% of the movement so far
FRIA Support
Dayforce 40 · Moonhub 25
2.3 weighted points to Dayforce
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +26.8 — the difference between the two totals before either is rounded. Shares are of 26.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +27 beside that +26.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus Moonhub.
| Category | Weight | Dayforce | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 30 | +44 | +8.8 |
| Bias Audit Transparency | 18% | 42 | 18 | +24 | +4.3 |
| FRIA Support | 15% | 40 | 25 | +15 | +2.3 |
| Data Governance Disclosure | 15% | 63 | 40 | +23 | +3.4 |
| Human Oversight Design | 12% | 68 | 48 | +20 | +2.4 |
| Post-Market Monitoring | 12% | 47 | 22 | +25 | +3.0 |
| Customer Documentation | 8% | 70 | 38 | +32 | +2.6 |
| Total | 100% | 57 (F) | 30 (F) | +27 | +26.8 |
§ 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 | Dayforce | 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 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 1 | 1 | — |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own 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% | 28 | 6 | Audit reportSources on the vendor's own domain | 6 | 7 | Sources on the vendor's own domain |
Dayforce has 34 evidence rows across 7 of 7 criteria — 28 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.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 34 for Dayforce, across 1 distinct source domain, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 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