§ The result
LinkedIn Recruiter leads Arena Analytics on all 7 criteria.
LinkedIn Recruiter (Sourcing) and Arena Analytics (Screening) are 25 points apart under rubric v1.0, 57 for LinkedIn Recruiter against 32 for Arena Analytics. Arena Analytics leads none of the 7 criteria, and LinkedIn Recruiter is ahead on 6 of them by 20 raw points or more, Article 11 Technical Documentation among them. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Arena Analytics 30, LinkedIn Recruiter 67, 20% weight), but it accounts for only 29% of the weighted advantage LinkedIn Recruiter holds across the 7 criteria on that side of the table.
Vendor profile
Arena Analytics
Arena scores job applicants, mainly for healthcare and senior-living employers, on how likely they are to show up and stay in a specific role at a specific location, reroutes and sources candidates it rates likely to be retained, and applies the same outcome models to employee flight risk and internal mobility.
Vendor profile
LinkedIn Recruiter
LinkedIn Recruiter is LinkedIn's enterprise sourcing and candidate-management platform, whose Hiring Assistant add-on and AI-Assisted Search use AI to turn intake notes into qualifications, source and rank candidates, evaluate applicants against recruiter-set qualifications, and draft or send outreach.
§ The record
Arena Analytics is filed under Screening AI, LinkedIn Recruiter under Candidate sourcing 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 Arena Analytics is in scope of Mobley v. Workday.
| Record | Arena Analytics | LinkedIn Recruiter |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2015 | 2002 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 29% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · LinkedIn Recruiter 67
7.4 weighted points to LinkedIn Recruiter
18% weight · 47% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · LinkedIn Recruiter 50
4.5 weighted points to LinkedIn Recruiter
12% weight · 60% of the movement so far
Human Oversight Design
Arena Analytics 38 · LinkedIn Recruiter 66
3.4 weighted points to LinkedIn Recruiter
15% weight · 72% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · LinkedIn Recruiter 62
3.0 weighted points to LinkedIn Recruiter
12% weight · 83% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · LinkedIn Recruiter 50
2.6 weighted points to LinkedIn Recruiter
8% weight · 92% of the movement so far
Customer Documentation
Arena Analytics 38 · LinkedIn Recruiter 68
2.4 weighted points to LinkedIn Recruiter
15% weight · 100% of the movement so far
FRIA Support
Arena Analytics 25 · LinkedIn Recruiter 38
1.9 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -25.3 — the difference between the two totals before either is rounded. Shares are of 25.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -25 beside that -25.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus LinkedIn Recruiter.
| Category | Weight | Arena Analytics | LinkedIn Recruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 67 | -37 | -7.4 |
| Bias Audit Transparency | 18% | 25 | 50 | -25 | -4.5 |
| FRIA Support | 15% | 25 | 38 | -13 | -1.9 |
| Data Governance Disclosure | 15% | 42 | 62 | -20 | -3.0 |
| Human Oversight Design | 12% | 38 | 66 | -28 | -3.4 |
| Post-Market Monitoring | 12% | 28 | 50 | -22 | -2.6 |
| Customer Documentation | 8% | 38 | 68 | -30 | -2.4 |
| Total | 100% | 32 (F) | 57 (F) | -25 | -25.3 |
§ 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 | Arena Analytics | LinkedIn Recruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 34 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arena Analytics has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; LinkedIn Recruiter has 39 evidence rows across 7 of 7 criteria — 34 with a source URL, 5 documented absences; some documentation or audit rows for Arena Analytics and LinkedIn Recruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 39 for LinkedIn Recruiter, across 6 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- LinkedIn Recruiter 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