§ The result
2 points separate Cangrade and CodeSignal.
Within the Assessment cohort, Cangrade edges CodeSignal by 2 points under rubric v1.0, 45 to 43. Cangrade leads 4 of the 7 criteria, including Article 11 Technical Documentation, while CodeSignal leads 2, including Bias Audit Transparency, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Cangrade 52, CodeSignal 38 — and at a 20% weight it carries 66% of the weighted advantage Cangrade holds across the 4 criteria on that side of the table.
Vendor profile
Cangrade
Cangrade is a predictive pre-hire assessment and screening platform that scores candidates against customer-specific success models built from roughly 50 psychometric traits, with add-on modules for resume screening, structured and video interviews, interview scheduling, and reference checking.
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
Cangrade and CodeSignal are both filed under Assessment AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | Cangrade | CodeSignal |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2014 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Cangrade 52 · CodeSignal 38
2.8 weighted points to Cangrade
18% weight · 68% of the movement so far
Bias Audit Transparency
Cangrade 35 · CodeSignal 45
1.8 weighted points to CodeSignal
15% weight · 79% of the movement so far
FRIA Support
Cangrade 30 · CodeSignal 25
0.8 weighted points to Cangrade
12% weight · 89% of the movement so far
Post-Market Monitoring
Cangrade 32 · CodeSignal 38
0.7 weighted points to CodeSignal
15% weight · 98% of the movement so far
Data Governance Disclosure
Cangrade 54 · CodeSignal 50
0.6 weighted points to Cangrade
12% weight · 100% of the movement so far
Human Oversight Design
Cangrade 56 · CodeSignal 55
0.1 weighted points to Cangrade
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.8 — the difference between the two totals before either is rounded. Shares are of 6.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cangrade minus CodeSignal.
| Category | Weight | Cangrade | CodeSignal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 38 | +14 | +2.8 |
| Bias Audit Transparency | 18% | 35 | 45 | -10 | -1.8 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 54 | 50 | +4 | +0.6 |
| Human Oversight Design | 12% | 56 | 55 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 32 | 38 | -6 | -0.7 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 45 (F) | 43 (F) | +2 | +1.8 |
§ 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 | Cangrade | CodeSignal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 3 | — | 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 | 2 | 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 | 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% | 20 | 10 | Sources on the vendor's own domainSources on a separate domain | 15 | 5 | Sources on the vendor's own domain |
Cangrade has 27 evidence rows across 7 of 7 criteria — 20 with a source URL, 10 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 Cangrade sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 27 for Cangrade, across 3 distinct source domains, and 20 for CodeSignal, across 1 distinct source domain.
- Rubric
- v1.0
- Cangrade last reviewed
- August 2, 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