§ The result
BrightHire leads Manatal by 10 points.
BrightHire sits 10 points above Manatal under rubric v1.0 — 51 against 41 — with BrightHire filed under Screening and Manatal under ATS-integrated. BrightHire leads 4 of the 7 criteria, including Bias Audit Transparency, while Manatal leads 1, including Post-Market Monitoring, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, Manatal 22 — and at an 18% weight it carries 48% of the weighted advantage BrightHire holds across the 4 criteria on that side of the table.
Vendor profile
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
Vendor profile
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
§ The record
BrightHire is filed under Screening AI, Manatal under ATS-integrated AI. They also share 1 secondary category: Video interview.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | BrightHire | Manatal |
|---|---|---|
| Price tier | High | Low |
| Headquarters | US | TH |
| Founded | 2019 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 48% of the movement so far
Bias Audit Transparency
BrightHire 50 · Manatal 22
5.0 weighted points to BrightHire
20% weight · 83% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · Manatal 33
3.8 weighted points to BrightHire
15% weight · 95% of the movement so far
Data Governance Disclosure
BrightHire 60 · Manatal 52
1.2 weighted points to BrightHire
15% weight · 99% of the movement so far
FRIA Support
BrightHire 36 · Manatal 33
0.4 weighted points to BrightHire
12% weight · 100% of the movement so far
Post-Market Monitoring
BrightHire 42 · Manatal 43
0.1 weighted points to Manatal
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +10.4 — the difference between the two totals before either is rounded. Shares are of 10.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Manatal.
| Category | Weight | BrightHire | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 33 | +19 | +3.8 |
| Bias Audit Transparency | 18% | 50 | 22 | +28 | +5.0 |
| FRIA Support | 15% | 36 | 33 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 60 | 52 | +8 | +1.2 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 42 | 43 | -1 | -0.1 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 51 (F) | 41 (F) | +10 | +10.4 |
§ 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 | BrightHire | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 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