§ The result
Bryq leads Entelo on all 7 criteria.
Bryq finishes 24 points clear of Entelo under rubric v1.0 — 57 against 33 — across the Assessment and Sourcing cohorts. Bryq leads every one of the 7 criteria and 4 of them by 20 raw points or more, Bias Audit Transparency among them; Entelo leads none. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Bryq 70, Entelo 20, 18% weight), but it accounts for only 37% of the weighted advantage Bryq holds across the 7 criteria on that side of the table.
Vendor profile
Bryq
Bryq is a science-based talent-intelligence platform whose core product is a short, blind, chatbot-driven pre-hire assessment scoring candidates on cognitive ability, personality/behavioral traits, and job skills to produce a job-fit "match" score used for hiring and internal mobility.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
§ The record
Bryq is filed under Assessment AI, Entelo under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Bryq is in scope of Mobley v. Workday.
| Record | Bryq | Entelo |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 37% of the movement so far
Bias Audit Transparency
Bryq 70 · Entelo 20
9.0 weighted points to Bryq
20% weight · 56% of the movement so far
Article 11 Technical Documentation
Bryq 54 · Entelo 30
4.8 weighted points to Bryq
15% weight · 67% of the movement so far
Data Governance Disclosure
Bryq 62 · Entelo 45
2.5 weighted points to Bryq
12% weight · 76% of the movement so far
Post-Market Monitoring
Bryq 55 · Entelo 35
2.4 weighted points to Bryq
15% weight · 86% of the movement so far
FRIA Support
Bryq 40 · Entelo 25
2.3 weighted points to Bryq
8% weight · 94% of the movement so far
Customer Documentation
Bryq 66 · Entelo 40
2.1 weighted points to Bryq
12% weight · 100% of the movement so far
Human Oversight Design
Bryq 54 · Entelo 42
1.4 weighted points to Bryq
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +24.5 — the difference between the two totals before either is rounded. Shares are of 24.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +24 beside that +24.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Bryq minus Entelo.
| Category | Weight | Bryq | Entelo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 54 | 30 | +24 | +4.8 |
| Bias Audit Transparency | 18% | 70 | 20 | +50 | +9.0 |
| FRIA Support | 15% | 40 | 25 | +15 | +2.3 |
| Data Governance Disclosure | 15% | 62 | 45 | +17 | +2.5 |
| Human Oversight Design | 12% | 54 | 42 | +12 | +1.4 |
| Post-Market Monitoring | 12% | 55 | 35 | +20 | +2.4 |
| Customer Documentation | 8% | 66 | 40 | +26 | +2.1 |
| Total | 100% | 57 (F) | 33 (F) | +24 | +24.5 |
§ 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 | Bryq | Entelo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 2 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 20 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 9 | 8 | Sources on the vendor's own domain |
Bryq has 24 evidence rows across 7 of 7 criteria — 20 with a source URL, 4 documented absences; Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 documented absences; some documentation or audit rows for Bryq sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 24 for Bryq, across 4 distinct source domains, and 16 for Entelo, across 3 distinct source domains.
- Rubric
- v1.0
- Bryq last reviewed
- July 17, 2026 · HireAIScore editorial team
- Entelo 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