Side-by-side · Rubric v1.0
Codility vs Metaview
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.
Substantial gaps
Assessment
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
Substantial gaps
Screening
The result
Codility and Metaview tie at 54.
Codility (Assessment) and Metaview (Screening) tie at 54 under rubric v1.0, arriving there from different criteria. Codility leads 5 of the 7 criteria and Metaview 2, yet the two totals land on the same number. One criterion, Bias Audit Transparency, is both the widest raw gap (Codility 45, Metaview 80) and the heaviest weighted swing, and at 18% weight it makes up 93% of the weighted advantage Metaview holds across the 2 criteria it leads.
Criteria won
7 criteria
- Codility5
- Metaview2
- Widest raw gap
- Bias Audit Transparency45 vs 80
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Codility is filed under Assessment AI, Metaview under Screening AI. They record no secondary category in common.
Both are in scope of
| Record | Codility | Metaview |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | GB | GB |
| Founded | 2009 | 2018 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight47% of the movement so far
Codility45Metaview806.3 weighted points to Metaview
- 2
Article 11 Technical Documentation
20% weight80% of the movement so far
Codility60Metaview384.4 weighted points to Codility
- 3
FRIA Support
15% weight91% of the movement so far
Codility42Metaview331.3 weighted points to Codility
- 4
Data Governance Disclosure
15% weight94% of the movement so far
Codility57Metaview600.4 weighted points to Metaview
- 5
Customer Documentation
8% weight96% of the movement so far
Codility66Metaview620.3 weighted points to Codility
- 6
Human Oversight Design
12% weight98% of the movement so far
Codility62Metaview600.2 weighted points to Codility
- 7
Post-Market Monitoring
12% weight100% of the movement so far
Codility50Metaview480.2 weighted points to Codility
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.2 — the difference between the two totals before either is rounded. Shares are of 13.3 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 -0.2.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Codility minus Metaview, coloured for whichever of the two it favours.
| Category | Weight | Codility | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 38 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 45 | 80 | -35 | -6.3 |
| FRIA Support | 15% | 42 | 33 | +9 | +1.3 |
| Data Governance Disclosure | 15% | 57 | 60 | -3 | -0.4 |
| Human Oversight Design | 12% | 62 | 60 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 50 | 48 | +2 | +0.2 |
| Customer Documentation | 8% | 66 | 62 | +4 | +0.3 |
| Total | 100% | 54F | 54F | - | -0.2 |
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 | Codility | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | 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% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate 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% | 16 | 4 | Sources on the vendor's own domain | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain |
Codility has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 36 evidence rows on file for these two vendors: 20 for Codility, across 1 distinct source domain, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Codility last reviewed
- July 17, 2026 · HireAIScore editorial team
- Metaview last reviewed
- June 7, 2026 · HireAIScore editorial team
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