§ The result
Test Partnership leads Arena Analytics on all 7 criteria.
Test Partnership finishes 18 points clear of Arena Analytics under rubric v1.0 — 50 against 32 — across the Assessment and Screening cohorts. Test Partnership leads every one of the 7 criteria and 4 of them by 20 raw points or more, Article 11 Technical Documentation among them; Arena Analytics leads none. The advantage Test Partnership holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Arena Analytics 30, Test Partnership 57, 20% weight), yet it supplies only 29% of the weighted points Test Partnership gains across the 7 criteria it leads.
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
Test Partnership
Test Partnership publishes computer-adaptive aptitude tests, the TPAQ personality questionnaire and MindmetriQ game-based cognitive assessments. Employers review, rank and export the resulting norm-referenced percentile and sten scores in its dashboard, through its API or in integrated ATSs.
§ The record
Arena Analytics is filed under Screening AI, Test Partnership under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Arena Analytics | Test Partnership |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2015 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 29% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · Test Partnership 57
5.4 weighted points to Test Partnership
18% weight · 52% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · Test Partnership 48
4.1 weighted points to Test Partnership
12% weight · 65% of the movement so far
Human Oversight Design
Arena Analytics 38 · Test Partnership 58
2.4 weighted points to Test Partnership
15% weight · 77% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · Test Partnership 57
2.3 weighted points to Test Partnership
8% weight · 88% of the movement so far
Customer Documentation
Arena Analytics 38 · Test Partnership 62
1.9 weighted points to Test Partnership
15% weight · 97% of the movement so far
FRIA Support
Arena Analytics 25 · Test Partnership 36
1.6 weighted points to Test Partnership
12% weight · 100% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · Test Partnership 33
0.6 weighted points to Test Partnership
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -18.4 — the difference between the two totals before either is rounded. Shares are of 18.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -18 beside that -18.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus Test Partnership.
| Category | Weight | Arena Analytics | Test Partnership | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 57 | -27 | -5.4 |
| Bias Audit Transparency | 18% | 25 | 48 | -23 | -4.1 |
| FRIA Support | 15% | 25 | 36 | -11 | -1.6 |
| Data Governance Disclosure | 15% | 42 | 57 | -15 | -2.3 |
| Human Oversight Design | 12% | 38 | 58 | -20 | -2.4 |
| Post-Market Monitoring | 12% | 28 | 33 | -5 | -0.6 |
| Customer Documentation | 8% | 38 | 62 | -24 | -1.9 |
| Total | 100% | 32 (F) | 50 (F) | -18 | -18.4 |
§ 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 | Test Partnership | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 26 | 6 | Sources 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; Test Partnership has 32 evidence rows across 7 of 7 criteria — 26 with a source URL, 6 documented absences; some documentation or audit rows for Arena Analytics and Test Partnership sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 62 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 32 for Test Partnership, across 3 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- Test Partnership last reviewed
- September 25, 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