§ The result
BrightHire leads Testlify on 5 of the 7 criteria.
Under rubric v1.0, BrightHire, filed under Screening, finishes on 51 and Testlify, filed under Assessment, on 45, 6 points apart. Testlify is ahead on none of the 7 criteria: BrightHire takes 5, the remaining 2 are level, and the nearest of those 5 is Customer Documentation, BrightHire 62 to Testlify 60. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, Testlify 30 — and at an 18% weight it carries 65% of the weighted advantage BrightHire holds across the 5 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
Testlify
Testlify is a skills-assessment and AI-interviewing platform that ranks candidates on a scored leaderboard from pre-built or AI-generated tests, with an AI résumé screener, AI-scored video, voice and chat interviews, and AI-assisted proctoring.
§ The record
BrightHire is filed under Screening AI, Testlify 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 | Testlify |
|---|---|---|
| Price tier | High | Low |
| Headquarters | US | US |
| Founded | 2019 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 65% of the movement so far
Bias Audit Transparency
BrightHire 50 · Testlify 30
3.6 weighted points to BrightHire
15% weight · 78% of the movement so far
Data Governance Disclosure
BrightHire 60 · Testlify 55
0.8 weighted points to BrightHire
12% weight · 89% of the movement so far
Human Oversight Design
BrightHire 60 · Testlify 55
0.6 weighted points to BrightHire
15% weight · 97% of the movement so far
FRIA Support
BrightHire 36 · Testlify 33
0.4 weighted points to BrightHire
8% weight · 100% of the movement so far
Customer Documentation
BrightHire 62 · Testlify 60
0.2 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +5.6 — the difference between the two totals before either is rounded. Shares are of 5.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +5.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Testlify.
| Category | Weight | BrightHire | Testlify | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 52 | - | - |
| Bias Audit Transparency | 18% | 50 | 30 | +20 | +3.6 |
| FRIA Support | 15% | 36 | 33 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 42 | 42 | - | - |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 51 (F) | 45 (F) | +6 | +5.6 |
§ 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 | Testlify | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| 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 | 6 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 31 | 5 | Audit reportSources on the vendor's own domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 documented absences; Testlify has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 36 for Testlify, across 1 distinct source domain.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Testlify last reviewed
- September 25, 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