§ The result
SEEK leads CoderPad on all 7 criteria.
SEEK, filed under Screening, comes out 12 points above CoderPad, filed under Assessment: 54 against 42 under rubric v1.0. SEEK takes all 7 criteria and CoderPad none of them; the nearest contest is FRIA Support, CoderPad 28 to SEEK 32. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — CoderPad 45, SEEK 70 — and at a 20% weight it carries 42% of the weighted advantage SEEK holds across the 7 criteria on that side of the table.
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).
Vendor profile
SEEK
SEEK runs employment marketplaces in Australia, New Zealand and Southeast Asia (SEEK, Jobstreet and Jobsdb), and its seekAi employer tools label and rank applicants as 'high-fit' using a model trained on millions of past hirer shortlisting decisions, target job ads at predicted high-fit candidates, and run AI voice or text pre-screens, recommended shortlists and reference checks through a feature called Assist.
§ The record
CoderPad is filed under Assessment AI, SEEK under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only CoderPad is in scope of Mobley v. Workday.
| Record | CoderPad | SEEK |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | AU |
| Founded | 2013 | 1997 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
CoderPad 45 · SEEK 70
5.0 weighted points to SEEK
18% weight · 72% of the movement so far
Bias Audit Transparency
CoderPad 20 · SEEK 40
3.6 weighted points to SEEK
15% weight · 80% of the movement so far
Data Governance Disclosure
CoderPad 54 · SEEK 60
0.9 weighted points to SEEK
12% weight · 86% of the movement so far
Post-Market Monitoring
CoderPad 44 · SEEK 50
0.7 weighted points to SEEK
15% weight · 91% of the movement so far
FRIA Support
CoderPad 28 · SEEK 32
0.6 weighted points to SEEK
12% weight · 96% of the movement so far
Human Oversight Design
CoderPad 57 · SEEK 62
0.6 weighted points to SEEK
8% weight · 100% of the movement so far
Customer Documentation
CoderPad 58 · SEEK 64
0.5 weighted points to SEEK
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.9 — 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 -12 beside that -11.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CoderPad minus SEEK.
| Category | Weight | CoderPad | SEEK | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 70 | -25 | -5.0 |
| Bias Audit Transparency | 18% | 20 | 40 | -20 | -3.6 |
| FRIA Support | 15% | 28 | 32 | -4 | -0.6 |
| Data Governance Disclosure | 15% | 54 | 60 | -6 | -0.9 |
| Human Oversight Design | 12% | 57 | 62 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 44 | 50 | -6 | -0.7 |
| Customer Documentation | 8% | 58 | 64 | -6 | -0.5 |
| Total | 100% | 42 (F) | 54 (F) | -12 | -11.9 |
§ 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 | CoderPad | SEEK | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 6 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 32 | 6 | Sources on the vendor's own domainSources on a separate domain | 23 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
CoderPad has 38 evidence rows across 7 of 7 criteria — 32 with a source URL, 6 documented absences; SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; some documentation or audit rows for CoderPad and SEEK 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: 38 for CoderPad, across 2 distinct source domains, and 30 for SEEK, across 3 distinct source domains.
- Rubric
- v1.0
- CoderPad last reviewed
- September 25, 2026 · HireAIScore editorial team
- SEEK 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