§ The result
Stepstone leads Talview on all 7 criteria.
Stepstone scores 49 and Talview 42 under rubric v1.0, a 7-point gap across the Screening and Video interview cohorts. Stepstone is ahead of Talview on all 7 criteria but on none of them by as much as 20 raw points, the closest being Human Oversight Design at Stepstone 58 to Talview 55. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Stepstone 50, Talview 38, 18% weight), but it accounts for only 33% of the weighted advantage Stepstone holds across the 7 criteria on that side of the table.
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.
Vendor profile
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
§ The record
Stepstone is filed under Screening AI, Talview under Video interview 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. Only Talview is in scope of Mobley v. Workday.
| Record | Stepstone | Talview |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | DE | US |
| Founded | 1996 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 33% of the movement so far
Bias Audit Transparency
Stepstone 50 · Talview 38
2.2 weighted points to Stepstone
15% weight · 49% of the movement so far
Data Governance Disclosure
Stepstone 55 · Talview 48
1.1 weighted points to Stepstone
20% weight · 65% of the movement so far
Article 11 Technical Documentation
Stepstone 55 · Talview 50
1.0 weighted points to Stepstone
15% weight · 76% of the movement so far
FRIA Support
Stepstone 30 · Talview 25
0.8 weighted points to Stepstone
12% weight · 87% of the movement so far
Post-Market Monitoring
Stepstone 38 · Talview 32
0.7 weighted points to Stepstone
8% weight · 94% of the movement so far
Customer Documentation
Stepstone 58 · Talview 52
0.5 weighted points to Stepstone
12% weight · 100% of the movement so far
Human Oversight Design
Stepstone 58 · Talview 55
0.4 weighted points to Stepstone
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +6.5 — the difference between the two totals before either is rounded. Shares are of 6.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +6.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Stepstone minus Talview.
| Category | Weight | Stepstone | Talview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 50 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 50 | 38 | +12 | +2.2 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 55 | 48 | +7 | +1.1 |
| Human Oversight Design | 12% | 58 | 55 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 38 | 32 | +6 | +0.7 |
| Customer Documentation | 8% | 58 | 52 | +6 | +0.5 |
| Total | 100% | 49 (F) | 42 (F) | +7 | +6.5 |
§ 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 | Stepstone | Talview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 11 | 6 | Sources on the vendor's own domain |
Stepstone has 33 evidence rows across 7 of 7 criteria — 29 with a source URL, 4 documented absences; Talview has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 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 50 evidence rows on file for these two vendors: 33 for Stepstone, across 6 distinct source domains, and 17 for Talview, across 1 distinct source domain.
- Rubric
- v1.0
- Stepstone last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talview 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