§ The result
SEEK leads Cangrade on all 7 criteria.
SEEK scores 54 and Cangrade 45 under rubric v1.0, a 9-point gap across the Screening and Assessment cohorts. SEEK is ahead of Cangrade on all 7 criteria but on none of them by as much as 20 raw points, the closest being FRIA Support at Cangrade 30 to SEEK 32. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Cangrade 52, SEEK 70) and the heaviest weighted swing, and at 20% weight it makes up 41% of the weighted advantage SEEK holds across the 7 criteria it leads.
Vendor profile
Cangrade
Cangrade is a predictive pre-hire assessment and screening platform that scores candidates against customer-specific success models built from roughly 50 psychometric traits, with add-on modules for resume screening, structured and video interviews, interview scheduling, and reference checking.
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
Cangrade is filed under Assessment AI, SEEK under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773 and Colorado AI Act. Only Cangrade is in scope of Mobley v. Workday.
| Record | Cangrade | SEEK |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | AU |
| Founded | 2014 | 1997 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Cangrade 52 · SEEK 70
3.6 weighted points to SEEK
12% weight · 66% of the movement so far
Post-Market Monitoring
Cangrade 32 · SEEK 50
2.2 weighted points to SEEK
18% weight · 76% of the movement so far
Bias Audit Transparency
Cangrade 35 · SEEK 40
0.9 weighted points to SEEK
15% weight · 86% of the movement so far
Data Governance Disclosure
Cangrade 54 · SEEK 60
0.9 weighted points to SEEK
12% weight · 95% of the movement so far
Human Oversight Design
Cangrade 56 · SEEK 62
0.7 weighted points to SEEK
15% weight · 98% of the movement so far
FRIA Support
Cangrade 30 · SEEK 32
0.3 weighted points to SEEK
8% weight · 100% of the movement so far
Customer Documentation
Cangrade 62 · SEEK 64
0.2 weighted points to SEEK
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.7 — the difference between the two totals before either is rounded. Shares are of 8.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -8.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cangrade minus SEEK.
| Category | Weight | Cangrade | SEEK | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 70 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 35 | 40 | -5 | -0.9 |
| FRIA Support | 15% | 30 | 32 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 54 | 60 | -6 | -0.9 |
| Human Oversight Design | 12% | 56 | 62 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 32 | 50 | -18 | -2.2 |
| Customer Documentation | 8% | 62 | 64 | -2 | -0.2 |
| Total | 100% | 45 (F) | 54 (F) | -9 | -8.7 |
§ 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 | Cangrade | SEEK | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 3 | — | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 2 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own 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% | 20 | 10 | 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 |
Cangrade has 27 evidence rows across 7 of 7 criteria — 20 with a source URL, 10 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 Cangrade and SEEK sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 27 for Cangrade, across 3 distinct source domains, and 30 for SEEK, across 3 distinct source domains.
- Rubric
- v1.0
- Cangrade last reviewed
- August 2, 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