§ The result
Pymetrics (Harver Games) leads Arena Analytics on 6 of the 7 criteria.
Under rubric v1.0, Pymetrics (Harver Games) (Assessment) opens a 24-point lead on Arena Analytics (Screening), 56 to 32. Arena Analytics is ahead on none of the 7 criteria: Pymetrics (Harver Games) takes 6, the remaining criterion is level, and the nearest of those 6 is Post-Market Monitoring, Arena Analytics 28 to Pymetrics (Harver Games) 35. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Arena Analytics 25, Pymetrics (Harver Games) 80 — and at an 18% weight it carries 41% of the weighted advantage Pymetrics (Harver Games) holds across the 6 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
Pymetrics (Harver Games)
Behavioral assessment using browser-based "games" that infer cognitive and emotional traits. Acquired by Harver in 2022 and folded into the Harver Games product line.
§ The record
Arena Analytics is filed under Screening AI, Pymetrics (Harver Games) 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 | Pymetrics (Harver Games) |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2015 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · Pymetrics (Harver Games) 80
9.9 weighted points to Pymetrics (Harver Games)
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · Pymetrics (Harver Games) 70
8.0 weighted points to Pymetrics (Harver Games)
15% weight · 85% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · Pymetrics (Harver Games) 60
2.7 weighted points to Pymetrics (Harver Games)
12% weight · 91% of the movement so far
Human Oversight Design
Arena Analytics 38 · Pymetrics (Harver Games) 50
1.4 weighted points to Pymetrics (Harver Games)
8% weight · 97% of the movement so far
Customer Documentation
Arena Analytics 38 · Pymetrics (Harver Games) 55
1.4 weighted points to Pymetrics (Harver Games)
12% weight · 100% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · Pymetrics (Harver Games) 35
0.8 weighted points to Pymetrics (Harver Games)
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -24.2 — the difference between the two totals before either is rounded. Shares are of 24.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -24 beside that -24.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus Pymetrics (Harver Games).
| Category | Weight | Arena Analytics | Pymetrics (Harver Games) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 70 | -40 | -8.0 |
| Bias Audit Transparency | 18% | 25 | 80 | -55 | -9.9 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 42 | 60 | -18 | -2.7 |
| Human Oversight Design | 12% | 38 | 50 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 28 | 35 | -7 | -0.8 |
| Customer Documentation | 8% | 38 | 55 | -17 | -1.4 |
| Total | 100% | 32 (F) | 56 (F) | -24 | -24.2 |
§ 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 | Arena Analytics | Pymetrics (Harver Games) | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 2 | 0 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 2 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on a separate domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | 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 | 9 | 2 | 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; Pymetrics (Harver Games) has 11 evidence rows across 7 of 7 criteria — 9 with a source URL, 2 documented absences; some documentation or audit rows for Arena Analytics and Pymetrics (Harver Games) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 11 for Pymetrics (Harver Games), across 3 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- Pymetrics (Harver Games) last reviewed
- May 21, 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.