§ The result
BrightHire leads Mercer | Mettl on all 7 criteria.
BrightHire scores 51 and Mercer | Mettl 42 under rubric v1.0, a 9-point gap across the Screening and Assessment cohorts. BrightHire is ahead of Mercer | Mettl on all 7 criteria but on none of them by as much as 20 raw points, the closest being Post-Market Monitoring at BrightHire 42 to Mercer | Mettl 38. The widest raw gap and the heaviest weighted swing fall on different criteria: Human Oversight Design (BrightHire 60, Mercer | Mettl 45) and Article 11 Technical Documentation at 20% (BrightHire 52, Mercer | Mettl 38), the second being 30% of the weighted advantage BrightHire holds across the 7 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
Mercer | Mettl
Mercer | Mettl is an online talent assessment and remote-proctoring platform offering psychometric, aptitude, coding, and skills tests plus AI-assisted exam proctoring and scoring for hiring, certification, and L&D.
§ The record
BrightHire is filed under Screening AI, Mercer | Mettl under Assessment 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 | Mercer | Mettl |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | IN |
| Founded | 2019 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 30% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · Mercer | Mettl 38
2.8 weighted points to BrightHire
12% weight · 50% of the movement so far
Human Oversight Design
BrightHire 60 · Mercer | Mettl 45
1.8 weighted points to BrightHire
18% weight · 65% of the movement so far
Bias Audit Transparency
BrightHire 50 · Mercer | Mettl 42
1.4 weighted points to BrightHire
15% weight · 78% of the movement so far
FRIA Support
BrightHire 36 · Mercer | Mettl 28
1.2 weighted points to BrightHire
8% weight · 87% of the movement so far
Customer Documentation
BrightHire 62 · Mercer | Mettl 52
0.8 weighted points to BrightHire
15% weight · 95% of the movement so far
Data Governance Disclosure
BrightHire 60 · Mercer | Mettl 55
0.8 weighted points to BrightHire
12% weight · 100% of the movement so far
Post-Market Monitoring
BrightHire 42 · Mercer | Mettl 38
0.5 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.3 — the difference between the two totals before either is rounded. Shares are of 9.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Mercer | Mettl.
| Category | Weight | BrightHire | Mercer | Mettl | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 38 | +14 | +2.8 |
| Bias Audit Transparency | 18% | 50 | 42 | +8 | +1.4 |
| FRIA Support | 15% | 36 | 28 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 45 | +15 | +1.8 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 52 | +10 | +0.8 |
| Total | 100% | 51 (F) | 42 (F) | +9 | +9.3 |
§ 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 | Mercer | Mettl | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 0 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 9 | 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; Mercer | Mettl has 14 evidence rows across 7 of 7 criteria — 9 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 37 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 14 for Mercer | Mettl, across 2 distinct source domains.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Mercer | Mettl 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