§ The result
iCIMS leads Paycom by 5 points.
iCIMS scores 55 and Paycom 50 under rubric v1.0 — a 5-point gap inside the ATS-integrated cohort. iCIMS leads 5 of the 7 criteria, including Bias Audit Transparency, while Paycom leads 2, including Article 11 Technical Documentation. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — iCIMS 68, Paycom 38 — and at an 18% weight it carries 71% of the weighted advantage iCIMS holds across the 5 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
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
§ The record
iCIMS and Paycom are both filed under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | iCIMS | Paycom |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2000 | 1998 |
§ 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 · Paycom 38
5.4 weighted points to iCIMS
20% weight · 70% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · Paycom 68
2.0 weighted points to Paycom
15% weight · 82% of the movement so far
FRIA Support
iCIMS 38 · Paycom 30
1.2 weighted points to iCIMS
15% weight · 90% of the movement so far
Data Governance Disclosure
iCIMS 56 · Paycom 62
0.9 weighted points to Paycom
12% weight · 95% of the movement so far
Post-Market Monitoring
iCIMS 42 · Paycom 38
0.5 weighted points to iCIMS
12% weight · 98% of the movement so far
Human Oversight Design
iCIMS 58 · Paycom 55
0.4 weighted points to iCIMS
8% weight · 100% of the movement so far
Customer Documentation
iCIMS 62 · Paycom 60
0.2 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +4.7 — the difference between the two totals before either is rounded. Shares are of 10.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +4.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Paycom.
| Category | Weight | iCIMS | Paycom | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 68 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 68 | 38 | +30 | +5.4 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 56 | 62 | -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 | 60 | +2 | +0.2 |
| Total | 100% | 55 (F) | 50 (F) | +5 | +4.7 |
§ 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 | Paycom | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 3 | Audit reportSources on the vendor's own domain | 13 | 7 | Audit reportSources on the vendor's own domain |
iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 documented absences; Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 20 for Paycom, across 1 distinct source domain.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
- Paycom last reviewed
- July 17, 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