§ The result
Arya by Leoforce takes the total, Dice takes more of the criteria.
Under rubric v1.0, Arya by Leoforce and Dice finish 2 points apart, 38 to 36, as two Sourcing entries. Dice leads more of the criteria, 4 against 2 for Arya by Leoforce, yet Arya by Leoforce takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Arya by Leoforce 40, Dice 25 — and at an 18% weight it carries 86% of the weighted advantage Arya by Leoforce holds across the 2 criteria on that side of the table.
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
Dice
Dice is a US job marketplace and resume database for tech roles, run by DHI Group, whose employer tools use a proprietary skills knowledge graph and machine learning (IntelliSearch) to match, score and rank sourced candidates and applicants against job postings.
§ The record
Arya by Leoforce and Dice are both filed under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Arya by Leoforce | Dice |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | US |
| Founded | 2012 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 59% of the movement so far
Bias Audit Transparency
Arya by Leoforce 40 · Dice 25
2.7 weighted points to Arya by Leoforce
12% weight · 72% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · Dice 35
0.6 weighted points to Dice
15% weight · 82% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · Dice 45
0.4 weighted points to Arya by Leoforce
20% weight · 90% of the movement so far
Article 11 Technical Documentation
Arya by Leoforce 30 · Dice 32
0.4 weighted points to Dice
8% weight · 97% of the movement so far
Customer Documentation
Arya by Leoforce 46 · Dice 50
0.3 weighted points to Dice
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · Dice 55
0.1 weighted points to Dice
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.7 — the difference between the two totals before either is rounded. Shares are of 4.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Dice.
| Category | Weight | Arya by Leoforce | Dice | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 32 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 40 | 25 | +15 | +2.7 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 48 | 45 | +3 | +0.4 |
| Human Oversight Design | 12% | 54 | 55 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 30 | 35 | -5 | -0.6 |
| Customer Documentation | 8% | 46 | 50 | -4 | -0.3 |
| Total | 100% | 38 (F) | 36 (F) | +2 | +1.7 |
§ 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 | Dice | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 25 | 7 | Sources 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; Dice has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; some documentation or audit rows for Dice sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 32 for Dice, across 4 distinct source domains.
- Rubric
- v1.0
- Arya by Leoforce last reviewed
- September 25, 2026 · HireAIScore editorial team
- Dice 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