§ The result
3 points separate Codility and BrightHire.
Codility (Assessment) edges BrightHire (Screening) by 3 points under rubric v1.0, 54 to 51. Codility leads 5 of the 7 criteria, including Article 11 Technical Documentation, while BrightHire leads 2, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — BrightHire 52, Codility 60 — and at a 20% weight it carries 40% of the weighted advantage Codility 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
Codility
Codility is a technical/coding assessment platform that screens and interviews software engineers with work-sample coding tests, live technical interviews, and integrity tooling including plagiarism and AI-use detection.
§ The record
BrightHire is filed under Screening AI, Codility under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | BrightHire | Codility |
|---|---|---|
| Price tier | High | High |
| Headquarters | US | GB |
| Founded | 2019 | 2009 |
§ 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 · Codility 60
1.6 weighted points to Codility
12% weight · 48% of the movement so far
Post-Market Monitoring
BrightHire 42 · Codility 50
1.0 weighted points to Codility
18% weight · 64% of the movement so far
Bias Audit Transparency
BrightHire 50 · Codility 45
0.9 weighted points to BrightHire
15% weight · 81% of the movement so far
FRIA Support
BrightHire 36 · Codility 42
0.9 weighted points to Codility
15% weight · 90% of the movement so far
Data Governance Disclosure
BrightHire 60 · Codility 57
0.4 weighted points to BrightHire
8% weight · 96% of the movement so far
Customer Documentation
BrightHire 62 · Codility 66
0.3 weighted points to Codility
12% weight · 100% of the movement so far
Human Oversight Design
BrightHire 60 · Codility 62
0.2 weighted points to Codility
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -2.7 — the difference between the two totals before either is rounded. Shares are of 5.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -2.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Codility.
| Category | Weight | BrightHire | Codility | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 60 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 50 | 45 | +5 | +0.9 |
| FRIA Support | 15% | 36 | 42 | -6 | -0.9 |
| Data Governance Disclosure | 15% | 60 | 57 | +3 | +0.4 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 42 | 50 | -8 | -1.0 |
| Customer Documentation | 8% | 62 | 66 | -4 | -0.3 |
| Total | 100% | 51 (F) | 54 (F) | -3 | -2.7 |
§ 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 | BrightHire | Codility | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 16 | 4 | 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; Codility has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 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 Codility, across 1 distinct source domain.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Codility 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