§ The result
Hireology leads Cangrade by 12 points.
Hireology sits 12 points above Cangrade under rubric v1.0 — 57 against 45 — with Hireology filed under ATS-integrated and Cangrade under Assessment. Hireology leads 4 of the 7 criteria, including Bias Audit Transparency, while Cangrade leads 3, including Article 11 Technical Documentation. One criterion, Bias Audit Transparency, is both the widest raw gap (Cangrade 35, Hireology 83) and the heaviest weighted swing, and at 18% weight it makes up 68% of the weighted advantage Hireology holds across the 4 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
Hireology
Hireology is an applicant tracking and hiring platform for multi-location auto dealers, healthcare providers and hospitality operators. Its AI features score applicants against employer-defined criteria (AI Match) and run rubric-scored, voice-based first-round screening interviews (AI Interview).
§ The record
Cangrade is filed under Assessment AI, Hireology under ATS-integrated AI. They also share 1 secondary category: Screening.
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 | Hireology |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2014 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 63% of the movement so far
Bias Audit Transparency
Cangrade 35 · Hireology 83
8.6 weighted points to Hireology
12% weight · 86% of the movement so far
Post-Market Monitoring
Cangrade 32 · Hireology 59
3.2 weighted points to Hireology
15% weight · 92% of the movement so far
FRIA Support
Cangrade 30 · Hireology 35
0.8 weighted points to Hireology
20% weight · 95% of the movement so far
Article 11 Technical Documentation
Cangrade 52 · Hireology 50
0.4 weighted points to Cangrade
8% weight · 97% of the movement so far
Customer Documentation
Cangrade 62 · Hireology 58
0.3 weighted points to Cangrade
15% weight · 99% of the movement so far
Data Governance Disclosure
Cangrade 54 · Hireology 52
0.3 weighted points to Cangrade
12% weight · 100% of the movement so far
Human Oversight Design
Cangrade 56 · Hireology 57
0.1 weighted points to Hireology
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.7 — the difference between the two totals before either is rounded. Shares are of 13.8 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 -11.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cangrade minus Hireology.
| Category | Weight | Cangrade | Hireology | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 50 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 35 | 83 | -48 | -8.6 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 54 | 52 | +2 | +0.3 |
| Human Oversight Design | 12% | 56 | 57 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 32 | 59 | -27 | -3.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 45 (F) | 57 (F) | -12 | -11.7 |
§ 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 | Hireology | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 3 | — | 4 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 2 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 20 | 10 | Sources on the vendor's own domainSources on a separate domain | 25 | 4 | 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; Hireology has 29 evidence rows across 7 of 7 criteria — 25 with a source URL, 4 documented absences; some documentation or audit rows for Cangrade and Hireology sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 27 for Cangrade, across 3 distinct source domains, and 29 for Hireology, across 2 distinct source domains.
- Rubric
- v1.0
- Cangrade last reviewed
- August 2, 2026 · HireAIScore editorial team
- Hireology 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