§ The result
Wonderlic takes the total, Harri takes more of the criteria.
Wonderlic (Assessment) edges Harri (ATS-integrated) by 2 points under rubric v1.0, 43 to 41. Harri leads more of the criteria than Wonderlic — 4 to 2 — but Bias Audit Transparency, which Wonderlic leads, carries 18% of the rubric, and the weighted sum still falls to Wonderlic. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Harri 22, Wonderlic 48 — and at an 18% weight it carries 58% of the weighted advantage Wonderlic holds across the 2 criteria on that side of the table.
Vendor profile
Harri
Harri is a frontline workforce platform for hospitality, grocery and care employers whose pre-hire suite pairs a career portal and applicant tracking system with Carri, a conversational AI assistant that screens applicants and coordinates interviews, plus an agentic AI layer (Salli) for scheduling and labor-law compliance.
Vendor profile
Wonderlic
Wonderlic Select (formerly WonScore) is a pre-employment assessment that combines cognitive ability, personality, and motivation tests to score and rank candidates for job fit.
§ The record
Harri is filed under ATS-integrated AI, Wonderlic under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Wonderlic is in scope of Mobley v. Workday.
| Record | Harri | Wonderlic |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2012 | 1937 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 33% of the movement so far
Bias Audit Transparency
Harri 22 · Wonderlic 48
4.7 weighted points to Wonderlic
20% weight · 57% of the movement so far
Article 11 Technical Documentation
Harri 35 · Wonderlic 52
3.4 weighted points to Wonderlic
15% weight · 77% of the movement so far
FRIA Support
Harri 44 · Wonderlic 25
2.9 weighted points to Harri
15% weight · 91% of the movement so far
Data Governance Disclosure
Harri 52 · Wonderlic 38
2.1 weighted points to Harri
12% weight · 97% of the movement so far
Post-Market Monitoring
Harri 40 · Wonderlic 33
0.8 weighted points to Harri
8% weight · 100% of the movement so far
Customer Documentation
Harri 60 · Wonderlic 55
0.4 weighted points to Harri
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.9 — the difference between the two totals before either is rounded. Shares are of 14.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harri minus Wonderlic.
| Category | Weight | Harri | Wonderlic | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 52 | -17 | -3.4 |
| Bias Audit Transparency | 18% | 22 | 48 | -26 | -4.7 |
| FRIA Support | 15% | 44 | 25 | +19 | +2.9 |
| Data Governance Disclosure | 15% | 52 | 38 | +14 | +2.1 |
| Human Oversight Design | 12% | 52 | 52 | - | - |
| Post-Market Monitoring | 12% | 40 | 33 | +7 | +0.8 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 41 (F) | 43 (F) | -2 | -1.9 |
§ 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 | Harri | Wonderlic | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 8 | Sources on the vendor's own domain | 9 | 6 | Sources on the vendor's own domain |
Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 documented absences; Wonderlic has 15 evidence rows across 7 of 7 criteria — 9 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 42 evidence rows on file for these two vendors: 27 for Harri, across 1 distinct source domain, and 15 for Wonderlic, across 1 distinct source domain.
- Rubric
- v1.0
- Harri last reviewed
- August 2, 2026 · HireAIScore editorial team
- Wonderlic last reviewed
- June 7, 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