§ The result
Pymetrics (Harver Games) leads Vervoe by 10 points.
Pymetrics (Harver Games) sits 10 points above Vervoe under rubric v1.0, 56 against 46, with both filed under Assessment. Pymetrics (Harver Games) leads 4 of the 7 criteria, including Bias Audit Transparency, while Vervoe leads 2, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Pymetrics (Harver Games) 80, Vervoe 52 — and at an 18% weight it carries 43% of the weighted advantage Pymetrics (Harver Games) holds across the 4 criteria on that side of the table.
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.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Pymetrics (Harver Games) and Vervoe are both filed under Assessment 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 | Pymetrics (Harver Games) | Vervoe |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AU |
| Founded | 2013 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 39% of the movement so far
Bias Audit Transparency
Pymetrics (Harver Games) 80 · Vervoe 52
5.0 weighted points to Pymetrics (Harver Games)
20% weight · 77% of the movement so far
Article 11 Technical Documentation
Pymetrics (Harver Games) 70 · Vervoe 45
5.0 weighted points to Pymetrics (Harver Games)
12% weight · 86% of the movement so far
Human Oversight Design
Pymetrics (Harver Games) 50 · Vervoe 60
1.2 weighted points to Vervoe
12% weight · 92% of the movement so far
Post-Market Monitoring
Pymetrics (Harver Games) 35 · Vervoe 28
0.8 weighted points to Pymetrics (Harver Games)
15% weight · 98% of the movement so far
Data Governance Disclosure
Pymetrics (Harver Games) 60 · Vervoe 55
0.8 weighted points to Pymetrics (Harver Games)
8% weight · 100% of the movement so far
Customer Documentation
Pymetrics (Harver Games) 55 · Vervoe 58
0.2 weighted points to Vervoe
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +10.2 — the difference between the two totals before either is rounded. Shares are of 13.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Pymetrics (Harver Games) minus Vervoe.
| Category | Weight | Pymetrics (Harver Games) | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 45 | +25 | +5.0 |
| Bias Audit Transparency | 18% | 80 | 52 | +28 | +5.0 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 50 | 60 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 35 | 28 | +7 | +0.8 |
| Customer Documentation | 8% | 55 | 58 | -3 | -0.2 |
| Total | 100% | 56 (F) | 46 (F) | +10 | +10.2 |
§ 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 | Pymetrics (Harver Games) | Vervoe | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 0 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 0 | 1 | — |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on a separate domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 1 | 1 | — |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Pymetrics (Harver Games) has 11 evidence rows across 7 of 7 criteria — 9 with a source URL, 2 documented absences; Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for Pymetrics (Harver Games) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 31 evidence rows on file for these two vendors: 11 for Pymetrics (Harver Games), across 3 distinct source domains, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Pymetrics (Harver Games) last reviewed
- May 21, 2026 · HireAIScore editorial team
- Vervoe 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