§ The result
Harver leads Cangrade by 11 points.
Harver sits 11 points above Cangrade under rubric v1.0, 56 against 45, with both filed under Assessment. Harver leads 5 of the 7 criteria, including Bias Audit Transparency, while Cangrade leads 2, including Human Oversight Design. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Cangrade 35, Harver 80 — and at an 18% weight it carries 64% of the weighted advantage Harver holds across the 5 criteria on that side of the table.
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
Harver
Pre-employment assessment suite covering cognitive ability, behavioral, and situational judgement, including the legacy Pymetrics games product.
§ The record
Cangrade and Harver are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | Cangrade | Harver |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | NL |
| Founded | 2014 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 60% of the movement so far
Bias Audit Transparency
Cangrade 35 · Harver 80
8.1 weighted points to Harver
20% weight · 80% of the movement so far
Article 11 Technical Documentation
Cangrade 52 · Harver 65
2.6 weighted points to Harver
12% weight · 87% of the movement so far
Post-Market Monitoring
Cangrade 32 · Harver 40
1.0 weighted points to Harver
15% weight · 92% of the movement so far
FRIA Support
Cangrade 30 · Harver 35
0.8 weighted points to Harver
12% weight · 98% of the movement so far
Human Oversight Design
Cangrade 56 · Harver 50
0.7 weighted points to Cangrade
8% weight · 99% of the movement so far
Customer Documentation
Cangrade 62 · Harver 60
0.2 weighted points to Cangrade
15% weight · 100% of the movement so far
Data Governance Disclosure
Cangrade 54 · Harver 55
0.1 weighted points to Harver
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 13.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -11.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cangrade minus Harver.
| Category | Weight | Cangrade | Harver | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 65 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 35 | 80 | -45 | -8.1 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 54 | 55 | -1 | -0.1 |
| Human Oversight Design | 12% | 56 | 50 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 32 | 40 | -8 | -1.0 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 45 (F) | 56 (F) | -11 | -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 | Harver | ||||
|---|---|---|---|---|---|---|---|
| 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 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 3 | — | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 2 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | — |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 20 | 10 | Sources on the vendor's own domainSources on a separate domain | 10 | 0 | Audit reportSources on the vendor's own domain |
Cangrade has 27 evidence rows across 7 of 7 criteria — 20 with a source URL, 10 documented absences; Harver has 10 evidence rows across 7 of 7 criteria — 10 with a source URL, 0 documented absences; some documentation or audit rows for Cangrade sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 37 evidence rows on file for these two vendors: 27 for Cangrade, across 3 distinct source domains, and 10 for Harver, across 1 distinct source domain.
- Rubric
- v1.0
- Cangrade last reviewed
- August 2, 2026 · HireAIScore editorial team
- Harver last reviewed
- May 21, 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