§ The result
Bryq leads Coderbyte by 15 points.
The Assessment cohort pairing of Bryq and Coderbyte comes out 57 to 42 under rubric v1.0, a 15-point lead for Bryq. The 7 criteria split 6 to 1 in favour of Bryq: Bryq is ahead on Bias Audit Transparency and Coderbyte on Human Oversight Design. One criterion, Bias Audit Transparency, is both the widest raw gap (Bryq 70, Coderbyte 20) and the heaviest weighted swing, and at 18% weight it makes up 58% of the weighted advantage Bryq holds across the 6 criteria it leads.
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
Coderbyte
Coderbyte is a technical hiring platform offering coding assessments with automated and AI grading of challenges and take-home projects, live coding interviews, and AI screening that grades resumes against job-description criteria and runs agentic phone screens.
§ The record
Bryq and Coderbyte are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Bryq | Coderbyte |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2017 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 56% of the movement so far
Bias Audit Transparency
Bryq 70 · Coderbyte 20
9.0 weighted points to Bryq
20% weight · 68% of the movement so far
Article 11 Technical Documentation
Bryq 54 · Coderbyte 44
2.0 weighted points to Bryq
12% weight · 79% of the movement so far
Post-Market Monitoring
Bryq 55 · Coderbyte 40
1.8 weighted points to Bryq
15% weight · 86% of the movement so far
FRIA Support
Bryq 40 · Coderbyte 33
1.1 weighted points to Bryq
15% weight · 92% of the movement so far
Data Governance Disclosure
Bryq 62 · Coderbyte 56
0.9 weighted points to Bryq
12% weight · 96% of the movement so far
Human Oversight Design
Bryq 54 · Coderbyte 60
0.7 weighted points to Coderbyte
8% weight · 100% of the movement so far
Customer Documentation
Bryq 66 · Coderbyte 58
0.6 weighted points to Bryq
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +14.7 — the difference between the two totals before either is rounded. Shares are of 16.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +15 beside that +14.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Bryq minus Coderbyte.
| Category | Weight | Bryq | Coderbyte | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 54 | 44 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 70 | 20 | +50 | +9.0 |
| FRIA Support | 15% | 40 | 33 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 62 | 56 | +6 | +0.9 |
| Human Oversight Design | 12% | 54 | 60 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 55 | 40 | +15 | +1.8 |
| Customer Documentation | 8% | 66 | 58 | +8 | +0.6 |
| Total | 100% | 57 (F) | 42 (F) | +15 | +14.7 |
§ 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 | Coderbyte | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 20 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 26 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Bryq has 24 evidence rows across 7 of 7 criteria — 20 with a source URL, 4 documented absences; Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; some documentation or audit rows for Bryq and Coderbyte sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 24 for Bryq, across 4 distinct source domains, and 31 for Coderbyte, across 2 distinct source domains.
- Rubric
- v1.0
- Bryq last reviewed
- July 17, 2026 · HireAIScore editorial team
- Coderbyte 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