Side-by-side · Rubric v1.0
Arya by Leoforce vs Brazen
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.
Substantial gaps
Sourcing
Brazen
Brazen is a recruiting events platform (acquired by Radancy in 2023) that runs virtual and in-person hiring events with a recruiting chatbot, configurable knockout pre-screening, resume filtering, built-in candidate rankings/recommendations, and 1:1 text, audio, and video chats.
Substantial gaps
Screening
The result
Arya by Leoforce and Brazen tie at 38.
Arya by Leoforce (Sourcing) and Brazen (Screening) tie at 38 under rubric v1.0, arriving there from different criteria. Arya by Leoforce leads 3 of the 7 criteria and Brazen 3, with 1 level, yet the two totals land on the same number. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Arya by Leoforce 30, Brazen 40) and the heaviest weighted swing, and at 20% weight it makes up 54% of the weighted advantage Brazen holds across the 3 criteria it leads.
Criteria won
7 criteria
- Arya by Leoforce3
- Brazen3
- Level1
- Widest raw gap
- Article 11 Technical Documentation30 vs 40
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Arya by Leoforce is filed under Candidate sourcing AI, Brazen under Screening AI. They also share 1 secondary category: Scheduling.
Both are in scope of
Only Brazen is in scope of
| Record | Arya by Leoforce | Brazen |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2012 | 2007 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight29% of the movement so far
Arya by Leoforce30Brazen402.0 weighted points to Brazen
- 2
Bias Audit Transparency
18% weight55% of the movement so far
Arya by Leoforce40Brazen301.8 weighted points to Arya by Leoforce
- 3
Human Oversight Design
12% weight69% of the movement so far
Arya by Leoforce54Brazen461.0 weighted points to Arya by Leoforce
- 4
Post-Market Monitoring
12% weight83% of the movement so far
Arya by Leoforce30Brazen381.0 weighted points to Brazen
- 5
Customer Documentation
8% weight93% of the movement so far
Arya by Leoforce46Brazen550.7 weighted points to Brazen
- 6
Data Governance Disclosure
15% weight100% of the movement so far
Arya by Leoforce48Brazen450.4 weighted points to Arya by Leoforce
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -0.5 — the difference between the two totals before either is rounded. Shares are of 6.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Brazen, coloured for whichever of the two it favours.
| Category | Weight | Arya by Leoforce | Brazen | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 40 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 40 | 30 | +10 | +1.8 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 48 | 45 | +3 | +0.4 |
| Human Oversight Design | 12% | 54 | 46 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 30 | 38 | -8 | -1.0 |
| Customer Documentation | 8% | 46 | 55 | -9 | -0.7 |
| Total | 100% | 38F | 38F | - | -0.5 |
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 | Brazen | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| 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 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 6 | 7 | Sources 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; Brazen has 13 evidence rows across 7 of 7 criteria — 6 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 13 for Brazen, across 1 distinct source domain.
- Rubric
- v1.0
- Arya by Leoforce last reviewed
- September 25, 2026 · HireAIScore editorial team
- Brazen last reviewed
- July 17, 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.