§ The result
Metaview leads Arena Analytics on all 7 criteria.
The Screening cohort pairing of Metaview and Arena Analytics comes out 54 to 32 under rubric v1.0, a 22-point lead for Metaview. Arena Analytics leads none of the 7 criteria, and Metaview is ahead on 4 of them by 20 raw points or more, Bias Audit Transparency among them. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Arena Analytics 25, Metaview 80 — and at an 18% weight it carries 44% of the weighted advantage Metaview holds across the 7 criteria on that side of the table.
Vendor profile
Arena Analytics
Arena scores job applicants, mainly for healthcare and senior-living employers, on how likely they are to show up and stay in a specific role at a specific location, reroutes and sources candidates it rates likely to be retained, and applies the same outcome models to employee flight risk and internal mobility.
Vendor profile
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.
§ The record
Arena Analytics and Metaview are both filed under Screening AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Arena Analytics | Metaview |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2015 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 44% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · Metaview 80
9.9 weighted points to Metaview
15% weight · 56% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · Metaview 60
2.7 weighted points to Metaview
12% weight · 68% of the movement so far
Human Oversight Design
Arena Analytics 38 · Metaview 60
2.6 weighted points to Metaview
12% weight · 79% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · Metaview 48
2.4 weighted points to Metaview
8% weight · 87% of the movement so far
Customer Documentation
Arena Analytics 38 · Metaview 62
1.9 weighted points to Metaview
20% weight · 95% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · Metaview 38
1.6 weighted points to Metaview
15% weight · 100% of the movement so far
FRIA Support
Arena Analytics 25 · Metaview 33
1.2 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -22.4 — the difference between the two totals before either is rounded. Shares are of 22.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -22 beside that -22.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus Metaview.
| Category | Weight | Arena Analytics | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 38 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 25 | 80 | -55 | -9.9 |
| FRIA Support | 15% | 25 | 33 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 42 | 60 | -18 | -2.7 |
| Human Oversight Design | 12% | 38 | 60 | -22 | -2.6 |
| Post-Market Monitoring | 12% | 28 | 48 | -20 | -2.4 |
| Customer Documentation | 8% | 38 | 62 | -24 | -1.9 |
| Total | 100% | 32 (F) | 54 (F) | -22 | -22.4 |
§ 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 | Arena Analytics | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 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% | 6 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | 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 | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arena Analytics has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 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 Arena Analytics and Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- Metaview 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