§ The result
CoderPad leads Arena Analytics by 10 points.
CoderPad, filed under Assessment, comes out 10 points above Arena Analytics, filed under Screening: 42 against 32 under rubric v1.0. Arena Analytics takes 1 of the 7 criteria, Bias Audit Transparency among them, against 6 for CoderPad, whose share includes Article 11 Technical Documentation. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (Arena Analytics 38, CoderPad 58) and Article 11 Technical Documentation at 20% (Arena Analytics 30, CoderPad 45), the second being 27% of the weighted advantage CoderPad holds across the 6 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
CoderPad
CoderPad is a technical hiring platform that auto-scores and ranks candidates on coding assessments (Screen), uses an AI reviewer to evaluate and rank applicants' asynchronous video pre-screen responses against employer criteria (Qualify), and hosts live collaborative coding interviews with AI assistance, note-taking and summaries (Interview).
§ The record
Arena Analytics is filed under Screening AI, CoderPad under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Arena Analytics | CoderPad |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 25% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · CoderPad 45
3.0 weighted points to CoderPad
12% weight · 44% of the movement so far
Human Oversight Design
Arena Analytics 38 · CoderPad 57
2.3 weighted points to CoderPad
12% weight · 60% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · CoderPad 44
1.9 weighted points to CoderPad
15% weight · 75% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · CoderPad 54
1.8 weighted points to CoderPad
8% weight · 89% of the movement so far
Customer Documentation
Arena Analytics 38 · CoderPad 58
1.6 weighted points to CoderPad
18% weight · 96% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · CoderPad 20
0.9 weighted points to Arena Analytics
15% weight · 100% of the movement so far
FRIA Support
Arena Analytics 25 · CoderPad 28
0.4 weighted points to CoderPad
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.1 — the difference between the two totals before either is rounded. Shares are of 11.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus CoderPad.
| Category | Weight | Arena Analytics | CoderPad | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 45 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 25 | 20 | +5 | +0.9 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 42 | 54 | -12 | -1.8 |
| Human Oversight Design | 12% | 38 | 57 | -19 | -2.3 |
| Post-Market Monitoring | 12% | 28 | 44 | -16 | -1.9 |
| Customer Documentation | 8% | 38 | 58 | -20 | -1.6 |
| Total | 100% | 32 (F) | 42 (F) | -10 | -10.1 |
§ 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 | CoderPad | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 6 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 32 | 6 | Sources 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; CoderPad has 38 evidence rows across 7 of 7 criteria — 32 with a source URL, 6 documented absences; some documentation or audit rows for Arena Analytics and CoderPad sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 68 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 38 for CoderPad, across 2 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- CoderPad 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