§ The result
iCIMS leads ADP by 7 points.
iCIMS scores 55 and ADP 48 under rubric v1.0 — a 7-point gap inside the ATS-integrated cohort. iCIMS leads 5 of the 7 criteria, including Bias Audit Transparency, while ADP leads 2, including Post-Market Monitoring. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — ADP 46, iCIMS 68 — and at an 18% weight it carries 55% of the weighted advantage iCIMS holds across the 5 criteria on that side of the table.
Vendor profile
ADP
ADP is an enterprise human capital management and payroll provider whose recruiting suite uses AI to parse, rank, and match job applicants via its Candidate Relevancy tool, ADP Assist generative-AI assistant/job-description generator, and skills intelligence.
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.
§ The record
ADP and iCIMS 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 | ADP | iCIMS |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 1949 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 52% of the movement so far
Bias Audit Transparency
ADP 46 · iCIMS 68
4.0 weighted points to iCIMS
15% weight · 71% of the movement so far
FRIA Support
ADP 28 · iCIMS 38
1.5 weighted points to iCIMS
20% weight · 84% of the movement so far
Article 11 Technical Documentation
ADP 53 · iCIMS 58
1.0 weighted points to iCIMS
12% weight · 89% of the movement so far
Human Oversight Design
ADP 55 · iCIMS 58
0.4 weighted points to iCIMS
12% weight · 94% of the movement so far
Post-Market Monitoring
ADP 45 · iCIMS 42
0.4 weighted points to ADP
8% weight · 98% of the movement so far
Customer Documentation
ADP 58 · iCIMS 62
0.3 weighted points to iCIMS
15% weight · 100% of the movement so far
Data Governance Disclosure
ADP 57 · iCIMS 56
0.1 weighted points to ADP
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -6.6 — the difference between the two totals before either is rounded. Shares are of 7.7 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 -6.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ADP minus iCIMS.
| Category | Weight | ADP | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 53 | 58 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 46 | 68 | -22 | -4.0 |
| FRIA Support | 15% | 28 | 38 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 57 | 56 | +1 | +0.1 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 45 | 42 | +3 | +0.4 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 48 (F) | 55 (F) | -7 | -6.6 |
§ 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 | ADP | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 3 | 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 | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 3 | 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 domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 5 | Sources on the vendor's own domain | 21 | 3 | Audit reportSources on the vendor's own domain |
ADP has 23 evidence rows across 7 of 7 criteria — 18 with a source URL, 5 documented absences; iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 documented absences.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 23 for ADP, across 2 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- ADP last reviewed
- July 17, 2026 · HireAIScore editorial team
- iCIMS 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