§ The result
Metaview leads Alooba by 16 points.
Under rubric v1.0, Metaview (Screening) opens a 16-point lead on Alooba (Assessment), 54 to 38. Alooba takes 1 of the 7 criteria, Article 11 Technical Documentation among them, against 6 for Metaview, whose share includes Bias Audit Transparency. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Alooba 22, Metaview 80 — and at an 18% weight it carries 66% of the weighted advantage Metaview holds across the 6 criteria on that side of the table.
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
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
Alooba is filed under Assessment AI, Metaview under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Alooba | Metaview |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | AU | GB |
| Founded | 2019 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 64% of the movement so far
Bias Audit Transparency
Alooba 22 · Metaview 80
10.4 weighted points to Metaview
15% weight · 78% of the movement so far
Data Governance Disclosure
Alooba 45 · Metaview 60
2.3 weighted points to Metaview
12% weight · 87% of the movement so far
Post-Market Monitoring
Alooba 36 · Metaview 48
1.4 weighted points to Metaview
15% weight · 92% of the movement so far
FRIA Support
Alooba 28 · Metaview 33
0.8 weighted points to Metaview
12% weight · 96% of the movement so far
Human Oversight Design
Alooba 55 · Metaview 60
0.6 weighted points to Metaview
20% weight · 98% of the movement so far
Article 11 Technical Documentation
Alooba 40 · Metaview 38
0.4 weighted points to Alooba
8% weight · 100% of the movement so far
Customer Documentation
Alooba 58 · Metaview 62
0.3 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -15.4 — the difference between the two totals before either is rounded. Shares are of 16.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -16 beside that -15.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Alooba minus Metaview.
| Category | Weight | Alooba | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 38 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 22 | 80 | -58 | -10.4 |
| FRIA Support | 15% | 28 | 33 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 60 | -15 | -2.3 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 36 | 48 | -12 | -1.4 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 38 (F) | 54 (F) | -16 | -15.4 |
§ 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 | Alooba | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 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% | 5 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 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 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | 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 |
Alooba has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 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 Alooba and Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 34 for Alooba, across 3 distinct source domains, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Alooba 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