§ The result
Pymetrics (Harver Games) leads Arya by Leoforce by 18 points.
Pymetrics (Harver Games) finishes 18 points clear of Arya by Leoforce under rubric v1.0 — 56 against 38 — across the Assessment and Sourcing cohorts. Arya by Leoforce takes 1 of the 7 criteria, Human Oversight Design among them, against 5 for Pymetrics (Harver Games), whose share includes Article 11 Technical Documentation, and 1 is level. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Arya by Leoforce 30, Pymetrics (Harver Games) 70) and the heaviest weighted swing, and at 20% weight it makes up 44% of the weighted advantage Pymetrics (Harver Games) holds across the 5 criteria it leads.
Vendor profile
Arya by Leoforce
Leoforce's AI agents, successors to its long-running Arya matching platform, source candidates from a proprietary talent database, job boards and customers' ATS records, score and rank them for fit, engage them by email and SMS, prescreen career-site visitors and deliver pre-vetted, interview-ready applicants.
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
Arya by Leoforce is filed under Candidate sourcing 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 and Illinois HB 3773. Only Pymetrics (Harver Games) is in scope of Mobley v. Workday.
| Record | Arya by Leoforce | Pymetrics (Harver Games) |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2012 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 43% of the movement so far
Article 11 Technical Documentation
Arya by Leoforce 30 · Pymetrics (Harver Games) 70
8.0 weighted points to Pymetrics (Harver Games)
18% weight · 81% of the movement so far
Bias Audit Transparency
Arya by Leoforce 40 · Pymetrics (Harver Games) 80
7.2 weighted points to Pymetrics (Harver Games)
15% weight · 90% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · Pymetrics (Harver Games) 60
1.8 weighted points to Pymetrics (Harver Games)
8% weight · 94% of the movement so far
Customer Documentation
Arya by Leoforce 46 · Pymetrics (Harver Games) 55
0.7 weighted points to Pymetrics (Harver Games)
12% weight · 97% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · Pymetrics (Harver Games) 35
0.6 weighted points to Pymetrics (Harver Games)
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · Pymetrics (Harver Games) 50
0.5 weighted points to Arya by Leoforce
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -17.8 — the difference between the two totals before either is rounded. Shares are of 18.8 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 -17.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Pymetrics (Harver Games).
| Category | Weight | Arya by Leoforce | Pymetrics (Harver Games) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 70 | -40 | -8.0 |
| Bias Audit Transparency | 18% | 40 | 80 | -40 | -7.2 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 48 | 60 | -12 | -1.8 |
| Human Oversight Design | 12% | 54 | 50 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 30 | 35 | -5 | -0.6 |
| Customer Documentation | 8% | 46 | 55 | -9 | -0.7 |
| Total | 100% | 38 (F) | 56 (F) | -18 | -17.8 |
§ 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 | Arya by Leoforce | Pymetrics (Harver Games) | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 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 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | 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% | 26 | 5 | Audit reportSources on the vendor's own domain | 9 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arya by Leoforce has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 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 Pymetrics (Harver Games) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 42 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 11 for Pymetrics (Harver Games), across 3 distinct source domains.
- Rubric
- v1.0
- Arya by Leoforce 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.