§ The result
iCIMS leads Stepstone on 6 of the 7 criteria.
Under rubric v1.0, iCIMS, filed under ATS-integrated, finishes on 55 and Stepstone, filed under Screening, on 49, 6 points apart. Stepstone is ahead on none of the 7 criteria: iCIMS takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, iCIMS 56 to Stepstone 55. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — iCIMS 68, Stepstone 50 — and at an 18% weight it carries 54% of the weighted advantage iCIMS holds across the 6 criteria on that side of the table.
Vendor profile
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
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
iCIMS 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 | iCIMS | Stepstone |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | DE |
| Founded | 2000 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 54% of the movement so far
Bias Audit Transparency
iCIMS 68 · Stepstone 50
3.2 weighted points to iCIMS
15% weight · 74% of the movement so far
FRIA Support
iCIMS 38 · Stepstone 30
1.2 weighted points to iCIMS
20% weight · 84% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · Stepstone 55
0.6 weighted points to iCIMS
12% weight · 92% of the movement so far
Post-Market Monitoring
iCIMS 42 · Stepstone 38
0.5 weighted points to iCIMS
8% weight · 97% of the movement so far
Customer Documentation
iCIMS 62 · Stepstone 58
0.3 weighted points to iCIMS
15% weight · 100% of the movement so far
Data Governance Disclosure
iCIMS 56 · Stepstone 55
0.1 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +6.0 — the difference between the two totals before either is rounded. Shares are of 6.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +6.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Stepstone.
| Category | Weight | iCIMS | Stepstone | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 55 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 68 | 50 | +18 | +3.2 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 56 | 55 | +1 | +0.1 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55 (F) | 49 (F) | +6 | +6.0 |
§ 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 | iCIMS | Stepstone | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources 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 | Audit reportSources on the vendor's own domain | 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 | 0 | 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 | 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 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 3 | Audit reportSources on the vendor's own domain | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 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 57 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 33 for Stepstone, across 6 distinct source domains.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 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