§ The result
Stepstone leads Paycor on 6 of the 7 criteria.
Stepstone scores 49 and Paycor 40 under rubric v1.0, a 9-point gap across the Screening and ATS-integrated cohorts. Stepstone leads 6 of the 7 criteria and the remaining criterion is level, so Paycor is ahead on none of them; the closest of the 6 Stepstone leads is FRIA Support, Paycor 27 to Stepstone 30. One criterion, Bias Audit Transparency, is both the widest raw gap (Paycor 25, Stepstone 50) and the heaviest weighted swing, and at 18% weight it makes up 48% of the weighted advantage Stepstone holds across the 6 criteria it leads.
Vendor profile
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
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
Paycor is filed under ATS-integrated AI, Stepstone under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Paycor | Stepstone |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 1990 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 48% of the movement so far
Bias Audit Transparency
Paycor 25 · Stepstone 50
4.5 weighted points to Stepstone
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Paycor 40 · Stepstone 55
3.0 weighted points to Stepstone
15% weight · 89% of the movement so far
Data Governance Disclosure
Paycor 50 · Stepstone 55
0.8 weighted points to Stepstone
15% weight · 94% of the movement so far
FRIA Support
Paycor 27 · Stepstone 30
0.4 weighted points to Stepstone
12% weight · 97% of the movement so far
Human Oversight Design
Paycor 55 · Stepstone 58
0.4 weighted points to Stepstone
8% weight · 100% of the movement so far
Customer Documentation
Paycor 55 · Stepstone 58
0.2 weighted points to Stepstone
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -9.3 — the difference between the two totals before either is rounded. Shares are of 9.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycor minus Stepstone.
| Category | Weight | Paycor | Stepstone | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 55 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 25 | 50 | -25 | -4.5 |
| FRIA Support | 15% | 27 | 30 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 50 | 55 | -5 | -0.8 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 38 | - | - |
| Customer Documentation | 8% | 55 | 58 | -3 | -0.2 |
| Total | 100% | 40 (F) | 49 (F) | -9 | -9.3 |
§ 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 | Paycor | Stepstone | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate 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 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 5 | 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 | 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% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Paycor has 30 evidence rows across 7 of 7 criteria — 24 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 Paycor and Stepstone sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 30 for Paycor, across 6 distinct source domains, and 33 for Stepstone, across 6 distinct source domains.
- Rubric
- v1.0
- Paycor 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