§ The result
Brainner leads Moonhub on all 7 criteria.
Brainner finishes 16 points clear of Moonhub under rubric v1.0 — 46 against 30 — across the Screening and Sourcing cohorts. Brainner leads every one of the 7 criteria and 4 of them by 20 raw points or more, Article 11 Technical Documentation among them; Moonhub leads none. Bias Audit Transparency is the widest raw gap (Brainner 42, Moonhub 18) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Brainner 52, Moonhub 30), 27% of the weighted advantage Brainner builds across the 7 criteria it leads.
Vendor profile
Brainner
Brainner is an AI screening layer for applicant tracking systems that scores and ranks applicants against recruiter-weighted criteria with per-criterion justifications, and flags suspected fake applicants using third-party identity and fraud data.
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
Brainner 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 | Brainner | Moonhub |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | US |
| Founded | 2023 | 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
Brainner 52 · Moonhub 30
4.4 weighted points to Brainner
18% weight · 54% of the movement so far
Bias Audit Transparency
Brainner 42 · Moonhub 18
4.3 weighted points to Brainner
12% weight · 72% of the movement so far
Post-Market Monitoring
Brainner 45 · Moonhub 22
2.8 weighted points to Brainner
15% weight · 84% of the movement so far
Data Governance Disclosure
Brainner 53 · Moonhub 40
1.9 weighted points to Brainner
8% weight · 94% of the movement so far
Customer Documentation
Brainner 58 · Moonhub 38
1.6 weighted points to Brainner
15% weight · 99% of the movement so far
FRIA Support
Brainner 30 · Moonhub 25
0.8 weighted points to Brainner
12% weight · 100% of the movement so far
Human Oversight Design
Brainner 50 · Moonhub 48
0.2 weighted points to Brainner
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +16.0 — the difference between the two totals before either is rounded. Shares are of 16.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +16 beside that +16.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Brainner minus Moonhub.
| Category | Weight | Brainner | Moonhub | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 30 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 42 | 18 | +24 | +4.3 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 53 | 40 | +13 | +1.9 |
| Human Oversight Design | 12% | 50 | 48 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 45 | 22 | +23 | +2.8 |
| Customer Documentation | 8% | 58 | 38 | +20 | +1.6 |
| Total | 100% | 46 (F) | 30 (F) | +16 | +16.0 |
§ 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 | Brainner | 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% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 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% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 33 | 4 | Sources on the vendor's own domainSources on a separate domain | 6 | 7 | Sources on the vendor's own domain |
Brainner has 37 evidence rows across 7 of 7 criteria — 33 with a source URL, 4 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 Brainner sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 37 for Brainner, across 2 distinct source domains, and 13 for Moonhub, across 3 distinct source domains.
- Rubric
- v1.0
- Brainner 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