§ The result
Stepstone leads HireLogic on all 7 criteria.
Stepstone finishes 15 points clear of HireLogic under rubric v1.0 — 49 against 34 — across the Screening and Video interview cohorts. Of the 7 criteria HireLogic wins none, and the narrowest lead Stepstone holds is on FRIA Support, HireLogic 25 to Stepstone 30. One criterion, Bias Audit Transparency, is both the widest raw gap (HireLogic 15, Stepstone 50) and the heaviest weighted swing, and at 18% weight it makes up 43% of the weighted advantage Stepstone holds across the 7 criteria it leads.
Vendor profile
HireLogic
HireLogic joins phone, video and in-person interviews to transcribe them and generate AI notes, job-description coverage, candidate insights and flags for potentially discriminatory interviewer questions, and also offers an asynchronous AI interview agent that scores candidates on relevance and depth of knowledge.
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
HireLogic is filed under Video interview AI, Stepstone under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773 and Colorado AI Act. Only HireLogic is in scope of Mobley v. Workday.
| Record | HireLogic | Stepstone |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | DE |
| Founded | Not recorded | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
HireLogic 15 · Stepstone 50
6.3 weighted points to Stepstone
20% weight · 61% of the movement so far
Article 11 Technical Documentation
HireLogic 42 · Stepstone 55
2.6 weighted points to Stepstone
15% weight · 71% of the movement so far
Data Governance Disclosure
HireLogic 45 · Stepstone 55
1.5 weighted points to Stepstone
12% weight · 80% of the movement so far
Human Oversight Design
HireLogic 48 · Stepstone 58
1.2 weighted points to Stepstone
12% weight · 88% of the movement so far
Post-Market Monitoring
HireLogic 28 · Stepstone 38
1.2 weighted points to Stepstone
8% weight · 95% of the movement so far
Customer Documentation
HireLogic 45 · Stepstone 58
1.0 weighted points to Stepstone
15% weight · 100% of the movement so far
FRIA Support
HireLogic 25 · Stepstone 30
0.8 weighted points to Stepstone
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -14.6 — the difference between the two totals before either is rounded. Shares are of 14.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -15 beside that -14.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HireLogic minus Stepstone.
| Category | Weight | HireLogic | Stepstone | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 55 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 15 | 50 | -35 | -6.3 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 55 | -10 | -1.5 |
| Human Oversight Design | 12% | 48 | 58 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 28 | 38 | -10 | -1.2 |
| Customer Documentation | 8% | 45 | 58 | -13 | -1.0 |
| Total | 100% | 34 (F) | 49 (F) | -15 | -14.6 |
§ 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 | HireLogic | Stepstone | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 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% | 3 | 1 | — | 3 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 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% | 5 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 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% | 23 | 6 | Sources on the vendor's own domain | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
HireLogic has 29 evidence rows across 7 of 7 criteria — 23 with a source URL, 6 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 62 evidence rows on file for these two vendors: 29 for HireLogic, across 1 distinct source domain, and 33 for Stepstone, across 6 distinct source domains.
- Rubric
- v1.0
- HireLogic last reviewed
- September 25, 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