§ The result
Harver leads Moonhub on all 7 criteria.
Rubric v1.0 puts 26 points between Harver (Assessment) and Moonhub (Sourcing): 56 for Harver, 30 for Moonhub. Harver 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. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Harver 80, Moonhub 18 — and at an 18% weight it carries 43% of the weighted advantage Harver holds across the 7 criteria on that side of the table.
Vendor profile
Harver
Pre-employment assessment suite covering cognitive ability, behavioral, and situational judgement, including the legacy Pymetrics games product.
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
Harver is filed under Assessment AI, Moonhub under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Harver is in scope of Mobley v. Workday.
| Record | Harver | Moonhub |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | NL | US |
| Founded | 2015 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
Harver 80 · Moonhub 18
11.2 weighted points to Harver
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Harver 65 · Moonhub 30
7.0 weighted points to Harver
15% weight · 78% of the movement so far
Data Governance Disclosure
Harver 55 · Moonhub 40
2.3 weighted points to Harver
12% weight · 87% of the movement so far
Post-Market Monitoring
Harver 40 · Moonhub 22
2.2 weighted points to Harver
8% weight · 93% of the movement so far
Customer Documentation
Harver 60 · Moonhub 38
1.8 weighted points to Harver
15% weight · 99% of the movement so far
FRIA Support
Harver 35 · Moonhub 25
1.5 weighted points to Harver
12% weight · 100% of the movement so far
Human Oversight Design
Harver 50 · Moonhub 48
0.2 weighted points to Harver
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +26.1 — the difference between the two totals before either is rounded. Shares are of 26.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +26 beside that +26.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harver minus Moonhub.
| Category | Weight | Harver | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 65 | 30 | +35 | +7.0 |
| Bias Audit Transparency | 18% | 80 | 18 | +62 | +11.2 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 55 | 40 | +15 | +2.3 |
| Human Oversight Design | 12% | 50 | 48 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 40 | 22 | +18 | +2.2 |
| Customer Documentation | 8% | 60 | 38 | +22 | +1.8 |
| Total | 100% | 56 (F) | 30 (F) | +26 | +26.1 |
§ 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 | Harver | Moonhub | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 1 | 0 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 1 | 1 | — |
| Post-Market Monitoring | 12% | 1 | 0 | — | 1 | 1 | — |
| Customer Documentation | 8% | 1 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 0 | Audit reportSources on the vendor's own domain | 6 | 7 | Sources on the vendor's own domain |
Harver has 10 evidence rows across 7 of 7 criteria — 10 with a source URL, 0 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 23 evidence rows on file for these two vendors: 10 for Harver, across 1 distinct source domain, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Harver last reviewed
- May 21, 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