§ The result
iCIMS leads Paycor on all 7 criteria.
iCIMS finishes 15 points clear of Paycor inside the ATS-integrated cohort under rubric v1.0: 55 against 40. Of the 7 criteria Paycor wins none, and the narrowest lead iCIMS holds is on Human Oversight Design, iCIMS 58 to Paycor 55. One criterion, Bias Audit Transparency, is both the widest raw gap (iCIMS 68, Paycor 25) and the heaviest weighted swing, and at 18% weight it makes up 51% of the weighted advantage iCIMS holds across the 7 criteria it leads.
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
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.
§ The record
iCIMS and Paycor are both filed under ATS-integrated AI. They also share 2 secondary categories: Sourcing and Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | iCIMS | Paycor |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2000 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 51% of the movement so far
Bias Audit Transparency
iCIMS 68 · Paycor 25
7.7 weighted points to iCIMS
20% weight · 74% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · Paycor 40
3.6 weighted points to iCIMS
15% weight · 85% of the movement so far
FRIA Support
iCIMS 38 · Paycor 27
1.6 weighted points to iCIMS
15% weight · 91% of the movement so far
Data Governance Disclosure
iCIMS 56 · Paycor 50
0.9 weighted points to iCIMS
8% weight · 95% of the movement so far
Customer Documentation
iCIMS 62 · Paycor 55
0.6 weighted points to iCIMS
12% weight · 98% of the movement so far
Post-Market Monitoring
iCIMS 42 · Paycor 38
0.5 weighted points to iCIMS
12% weight · 100% of the movement so far
Human Oversight Design
iCIMS 58 · Paycor 55
0.4 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +15.3 — the difference between the two totals before either is rounded. Shares are of 15.3 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 +15.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Paycor.
| Category | Weight | iCIMS | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 40 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 68 | 25 | +43 | +7.7 |
| FRIA Support | 15% | 38 | 27 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 56 | 50 | +6 | +0.9 |
| Human Oversight Design | 12% | 58 | 55 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 55 | +7 | +0.6 |
| Total | 100% | 55 (F) | 40 (F) | +15 | +15.3 |
§ 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 | iCIMS | Paycor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 3 | 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 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate 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 | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 3 | Audit reportSources on the vendor's own domain | 24 | 6 | 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; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
- Paycor 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