§ The result
Stepstone leads Harri by 8 points.
Stepstone scores 49 and Harri 41 under rubric v1.0, an 8-point gap across the Screening and ATS-integrated cohorts. Stepstone leads 4 of the 7 criteria, including Bias Audit Transparency, while Harri leads 3, including FRIA Support. One criterion, Bias Audit Transparency, is both the widest raw gap (Harri 22, Stepstone 50) and the heaviest weighted swing, and at 18% weight it makes up 49% of the weighted advantage Stepstone holds across the 4 criteria it leads.
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
Stepstone
Stepstone is a German job marketplace whose Stepstone Recruit employer platform includes an AI Screening Agent, which rates each application against requirements taken from the job ad, and a Talent Finder, which recommends candidates from a CV database of more than 4 million profiles.
§ The record
Harri is filed under ATS-integrated AI, Stepstone under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Harri | Stepstone |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | DE |
| Founded | 2012 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 40% of the movement so far
Bias Audit Transparency
Harri 22 · Stepstone 50
5.0 weighted points to Stepstone
20% weight · 71% of the movement so far
Article 11 Technical Documentation
Harri 35 · Stepstone 55
4.0 weighted points to Stepstone
15% weight · 88% of the movement so far
FRIA Support
Harri 44 · Stepstone 30
2.1 weighted points to Harri
12% weight · 93% of the movement so far
Human Oversight Design
Harri 52 · Stepstone 58
0.7 weighted points to Stepstone
15% weight · 97% of the movement so far
Data Governance Disclosure
Harri 52 · Stepstone 55
0.4 weighted points to Stepstone
12% weight · 99% of the movement so far
Post-Market Monitoring
Harri 40 · Stepstone 38
0.2 weighted points to Harri
8% weight · 100% of the movement so far
Customer Documentation
Harri 60 · Stepstone 58
0.2 weighted points to Harri
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -7.7 — the difference between the two totals before either is rounded. Shares are of 12.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harri minus Stepstone.
| Category | Weight | Harri | Stepstone | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 55 | -20 | -4.0 |
| Bias Audit Transparency | 18% | 22 | 50 | -28 | -5.0 |
| FRIA Support | 15% | 44 | 30 | +14 | +2.1 |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 58 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 41 (F) | 49 (F) | -8 | -7.7 |
§ 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 | Harri | Stepstone | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 3 | 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 | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 8 | Sources on the vendor's own domain | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 documented absences; Stepstone has 33 evidence rows across 7 of 7 criteria — 29 with a source URL, 4 documented absences; some documentation or audit rows for Stepstone sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 27 for Harri, across 1 distinct source domain, and 33 for Stepstone, across 6 distinct source domains.
- Rubric
- v1.0
- Harri last reviewed
- August 2, 2026 · HireAIScore editorial team
- Stepstone 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