§ The result
Harver leads Ceipal on all 7 criteria.
Harver finishes 21 points clear of Ceipal under rubric v1.0 — 56 against 35 — across the Assessment and ATS-integrated cohorts. Harver leads every one of the 7 criteria, Ceipal none of them, and the closest of the 7 is Post-Market Monitoring, Ceipal 38 to Harver 40. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Ceipal 20, Harver 80 — and at an 18% weight it carries 49% of the weighted advantage Harver holds across the 7 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
Harver
Pre-employment assessment suite covering cognitive ability, behavioral, and situational judgement, including the legacy Pymetrics games product.
§ The record
Ceipal is filed under ATS-integrated AI, Harver under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Harver is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | Harver |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | NL |
| Founded | 2015 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 49% of the movement so far
Bias Audit Transparency
Ceipal 20 · Harver 80
10.8 weighted points to Harver
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · Harver 65
7.0 weighted points to Harver
15% weight · 88% of the movement so far
FRIA Support
Ceipal 25 · Harver 35
1.5 weighted points to Harver
15% weight · 94% of the movement so far
Data Governance Disclosure
Ceipal 46 · Harver 55
1.3 weighted points to Harver
8% weight · 97% of the movement so far
Customer Documentation
Ceipal 53 · Harver 60
0.6 weighted points to Harver
12% weight · 99% of the movement so far
Human Oversight Design
Ceipal 46 · Harver 50
0.5 weighted points to Harver
12% weight · 100% of the movement so far
Post-Market Monitoring
Ceipal 38 · Harver 40
0.2 weighted points to Harver
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -21.9 — the difference between the two totals before either is rounded. Shares are of 21.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -21 beside that -21.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Harver.
| Category | Weight | Ceipal | Harver | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 65 | -35 | -7.0 |
| Bias Audit Transparency | 18% | 20 | 80 | -60 | -10.8 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 46 | 55 | -9 | -1.3 |
| Human Oversight Design | 12% | 46 | 50 | -4 | -0.5 |
| Post-Market Monitoring | 12% | 38 | 40 | -2 | -0.2 |
| Customer Documentation | 8% | 53 | 60 | -7 | -0.6 |
| Total | 100% | 35 (F) | 56 (F) | -21 | -21.9 |
§ 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 | Ceipal | Harver | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | 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% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 10 | 0 | Audit reportSources on the vendor's own domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Harver has 10 evidence rows across 7 of 7 criteria — 10 with a source URL, 0 documented absences.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 10 for Harver, across 1 distinct source domain.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 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