§ The result
CodeSignal leads Alooba by 5 points.
CodeSignal scores 43 and Alooba 38 under rubric v1.0 — a 5-point gap inside the Assessment cohort. CodeSignal leads 4 of the 7 criteria, including Bias Audit Transparency, while Alooba leads 2, including FRIA Support, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (Alooba 22, CodeSignal 45) and the heaviest weighted swing, and at 18% weight it makes up 76% of the weighted advantage CodeSignal holds across the 4 criteria it leads.
Vendor profile
Alooba
Alooba sells online skills assessments (auto-graded SQL, Python/R, multiple-choice and data-analysis tests, plus manually graded free-response and one-way video questions) that employers use to screen, benchmark and optionally auto-reject job candidates.
Vendor profile
CodeSignal
CodeSignal is a technical skills assessment and interview platform for developer hiring that adds AI features including an AI Interviewer, AI-assisted/agentic coding assessments, and AI-plus-human proctoring.
§ The record
Alooba and CodeSignal 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 | Alooba | CodeSignal |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | AU | US |
| Founded | 2019 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 66% of the movement so far
Bias Audit Transparency
Alooba 22 · CodeSignal 45
4.1 weighted points to CodeSignal
15% weight · 78% of the movement so far
Data Governance Disclosure
Alooba 45 · CodeSignal 50
0.8 weighted points to CodeSignal
15% weight · 85% of the movement so far
FRIA Support
Alooba 28 · CodeSignal 25
0.4 weighted points to Alooba
20% weight · 91% of the movement so far
Article 11 Technical Documentation
Alooba 40 · CodeSignal 38
0.4 weighted points to Alooba
8% weight · 96% of the movement so far
Customer Documentation
Alooba 58 · CodeSignal 62
0.3 weighted points to CodeSignal
12% weight · 100% of the movement so far
Post-Market Monitoring
Alooba 36 · CodeSignal 38
0.2 weighted points to CodeSignal
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.6 — the difference between the two totals before either is rounded. Shares are of 6.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Alooba minus CodeSignal.
| Category | Weight | Alooba | CodeSignal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 38 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 22 | 45 | -23 | -4.1 |
| FRIA Support | 15% | 28 | 25 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 45 | 50 | -5 | -0.8 |
| Human Oversight Design | 12% | 55 | 55 | - | - |
| Post-Market Monitoring | 12% | 36 | 38 | -2 | -0.2 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 38 (F) | 43 (F) | -5 | -4.6 |
§ 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 | Alooba | CodeSignal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 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% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 3 | 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 | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 15 | 5 | Sources on the vendor's own domain |
Alooba has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; CodeSignal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for Alooba sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 34 for Alooba, across 3 distinct source domains, and 20 for CodeSignal, across 1 distinct source domain.
- Rubric
- v1.0
- Alooba last reviewed
- September 25, 2026 · HireAIScore editorial team
- CodeSignal 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