§ The result
Harver leads Arya by Leoforce by 18 points.
Harver 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 6 for Harver, whose share includes Bias Audit Transparency. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Arya by Leoforce 40, Harver 80, 18% weight), is only 38% of the weighted advantage Harver builds across the 6 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
Harver
Pre-employment assessment suite covering cognitive ability, behavioral, and situational judgement, including the legacy Pymetrics games product.
§ The record
Arya by Leoforce is filed under Candidate sourcing AI, Harver 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 Harver is in scope of Mobley v. Workday.
| Record | Arya by Leoforce | Harver |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | NL |
| Founded | 2012 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 37% of the movement so far
Bias Audit Transparency
Arya by Leoforce 40 · Harver 80
7.2 weighted points to Harver
20% weight · 73% of the movement so far
Article 11 Technical Documentation
Arya by Leoforce 30 · Harver 65
7.0 weighted points to Harver
15% weight · 80% of the movement so far
FRIA Support
Arya by Leoforce 25 · Harver 35
1.5 weighted points to Harver
12% weight · 86% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · Harver 40
1.2 weighted points to Harver
8% weight · 92% of the movement so far
Customer Documentation
Arya by Leoforce 46 · Harver 60
1.1 weighted points to Harver
15% weight · 98% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · Harver 55
1.1 weighted points to Harver
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · Harver 50
0.5 weighted points to Arya by Leoforce
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -18.6 — the difference between the two totals before either is rounded. Shares are of 19.6 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 -18.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Harver.
| Category | Weight | Arya by Leoforce | Harver | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 65 | -35 | -7.0 |
| Bias Audit Transparency | 18% | 40 | 80 | -40 | -7.2 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 48 | 55 | -7 | -1.1 |
| Human Oversight Design | 12% | 54 | 50 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 30 | 40 | -10 | -1.2 |
| Customer Documentation | 8% | 46 | 60 | -14 | -1.1 |
| Total | 100% | 38 (F) | 56 (F) | -18 | -18.6 |
§ 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 | Harver | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own 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 | 0 | — |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 10 | 0 | Audit reportSources on the vendor's own domain |
Arya by Leoforce has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Harver has 10 evidence rows across 7 of 7 criteria — 10 with a source URL, 0 documented absences.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 10 for Harver, across 1 distinct source domain.
- Rubric
- v1.0
- Arya by Leoforce last reviewed
- September 25, 2026 · HireAIScore editorial team
- Harver 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.
§ Where next