§ The result
Codility leads Ceipal on all 7 criteria.
Codility finishes 19 points clear of Ceipal under rubric v1.0 — 54 against 35 — across the Assessment and ATS-integrated cohorts. Codility leads every one of the 7 criteria, Ceipal none of them, and the closest of the 7 is Data Governance Disclosure, Ceipal 46 to Codility 57. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Ceipal 30, Codility 60, 20% weight), but it accounts for only 31% of the weighted advantage Codility holds across the 7 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
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
Ceipal is filed under ATS-integrated AI, Codility under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Codility is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | Codility |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | GB |
| Founded | 2015 | 2009 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · Codility 60
6.0 weighted points to Codility
18% weight · 55% of the movement so far
Bias Audit Transparency
Ceipal 20 · Codility 45
4.5 weighted points to Codility
15% weight · 68% of the movement so far
FRIA Support
Ceipal 25 · Codility 42
2.5 weighted points to Codility
12% weight · 78% of the movement so far
Human Oversight Design
Ceipal 46 · Codility 62
1.9 weighted points to Codility
15% weight · 87% of the movement so far
Data Governance Disclosure
Ceipal 46 · Codility 57
1.6 weighted points to Codility
12% weight · 95% of the movement so far
Post-Market Monitoring
Ceipal 38 · Codility 50
1.4 weighted points to Codility
8% weight · 100% of the movement so far
Customer Documentation
Ceipal 53 · Codility 66
1.0 weighted points to Codility
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -19.1 — the difference between the two totals before either is rounded. Shares are of 19.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -19 beside that -19.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Codility.
| Category | Weight | Ceipal | Codility | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 60 | -30 | -6.0 |
| Bias Audit Transparency | 18% | 20 | 45 | -25 | -4.5 |
| FRIA Support | 15% | 25 | 42 | -17 | -2.5 |
| Data Governance Disclosure | 15% | 46 | 57 | -11 | -1.6 |
| Human Oversight Design | 12% | 46 | 62 | -16 | -1.9 |
| Post-Market Monitoring | 12% | 38 | 50 | -12 | -1.4 |
| Customer Documentation | 8% | 53 | 66 | -13 | -1.0 |
| Total | 100% | 35 (F) | 54 (F) | -19 | -19.1 |
§ 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 | Ceipal | 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% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 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% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 16 | 4 | Sources on the vendor's own domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 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 40 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 20 for Codility, across 1 distinct source domain.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 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