Side-by-side · Rubric v1.0
CodeSignal vs Wonderlic
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.
Substantial gaps
Assessment
Wonderlic
Wonderlic Select (formerly WonScore) is a pre-employment assessment that combines cognitive ability, personality, and motivation tests to score and rank candidates for job fit.
Substantial gaps
Assessment
The result
CodeSignal and Wonderlic tie at 43.
CodeSignal and Wonderlic, both in the Assessment cohort, tie at 43 under rubric v1.0 by different routes through the criteria. CodeSignal leads 4 of the 7 criteria and Wonderlic 2, with 1 level, yet the two totals land on the same number. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — CodeSignal 38, Wonderlic 52 — and at a 20% weight it carries 84% of the weighted advantage Wonderlic holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- CodeSignal4
- Wonderlic2
- Level1
- Widest raw gap
- Article 11 Technical Documentation38 vs 52
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
CodeSignal and Wonderlic are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | CodeSignal | Wonderlic |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 1937 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight42% of the movement so far
CodeSignal38Wonderlic522.8 weighted points to Wonderlic
- 2
Data Governance Disclosure
15% weight69% of the movement so far
CodeSignal50Wonderlic381.8 weighted points to CodeSignal
- 3
Post-Market Monitoring
12% weight78% of the movement so far
CodeSignal38Wonderlic330.6 weighted points to CodeSignal
- 4
Customer Documentation
8% weight86% of the movement so far
CodeSignal62Wonderlic550.6 weighted points to CodeSignal
- 5
Bias Audit Transparency
18% weight95% of the movement so far
CodeSignal45Wonderlic480.5 weighted points to Wonderlic
- 6
Human Oversight Design
12% weight100% of the movement so far
CodeSignal55Wonderlic520.4 weighted points to CodeSignal
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to 0.0 — the difference between the two totals before either is rounded. Shares are of 6.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that 0.0.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus Wonderlic, coloured for whichever of the two it favours.
| Category | Weight | CodeSignal | Wonderlic | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 52 | -14 | -2.8 |
| Bias Audit Transparency | 18% | 45 | 48 | -3 | -0.5 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 50 | 38 | +12 | +1.8 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 38 | 33 | +5 | +0.6 |
| Customer Documentation | 8% | 62 | 55 | +7 | +0.6 |
| Total | 100% | 43F | 43F | - | 0.0 |
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 | CodeSignal | Wonderlic | ||||
|---|---|---|---|---|---|---|---|
| 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 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Sources on the vendor's own domain | 9 | 6 | Sources on the vendor's own domain |
CodeSignal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; Wonderlic has 15 evidence rows across 7 of 7 criteria — 9 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 35 evidence rows on file for these two vendors: 20 for CodeSignal, across 1 distinct source domain, and 15 for Wonderlic, across 1 distinct source domain.
- Rubric
- v1.0
- CodeSignal last reviewed
- June 7, 2026 · HireAIScore editorial team
- Wonderlic 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.