§ The result
iCIMS leads Darwinbox by 9 points.
iCIMS finishes 9 points ahead of Darwinbox under rubric v1.0, 55 to 46, both scored as ATS-integrated entries. iCIMS leads 5 of the 7 criteria, including Bias Audit Transparency, while Darwinbox leads 2, including Article 11 Technical Documentation. One criterion, Bias Audit Transparency, is both the widest raw gap (Darwinbox 28, iCIMS 68) and the heaviest weighted swing, and at 18% weight it makes up 72% of the weighted advantage iCIMS holds across the 5 criteria it leads.
Vendor profile
Darwinbox
Darwinbox is an enterprise HCM suite whose recruitment module uses Darwinbox Sense AI (now sold inside its Cortex agent platform) to parse resumes, stack-rank and recommend candidates with stated fit reasoning, run screening and shortlisting agents, and give candidates an assistant for job matching, interview details and FAQs.
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
Darwinbox and iCIMS are both filed under ATS-integrated AI. They also share 2 secondary categories: Screening and Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Darwinbox | iCIMS |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | IN | US |
| Founded | 2015 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 67% of the movement so far
Bias Audit Transparency
Darwinbox 28 · iCIMS 68
7.2 weighted points to iCIMS
15% weight · 79% of the movement so far
FRIA Support
Darwinbox 30 · iCIMS 38
1.2 weighted points to iCIMS
12% weight · 86% of the movement so far
Post-Market Monitoring
Darwinbox 35 · iCIMS 42
0.8 weighted points to iCIMS
20% weight · 90% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · iCIMS 58
0.4 weighted points to Darwinbox
8% weight · 94% of the movement so far
Customer Documentation
Darwinbox 57 · iCIMS 62
0.4 weighted points to iCIMS
12% weight · 97% of the movement so far
Human Oversight Design
Darwinbox 55 · iCIMS 58
0.4 weighted points to iCIMS
15% weight · 100% of the movement so far
Data Governance Disclosure
Darwinbox 58 · iCIMS 56
0.3 weighted points to Darwinbox
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -9.3 — the difference between the two totals before either is rounded. Shares are of 10.7 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 Darwinbox minus iCIMS.
| Category | Weight | Darwinbox | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 58 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 28 | 68 | -40 | -7.2 |
| FRIA Support | 15% | 30 | 38 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 58 | 56 | +2 | +0.3 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 35 | 42 | -7 | -0.8 |
| Customer Documentation | 8% | 57 | 62 | -5 | -0.4 |
| Total | 100% | 46 (F) | 55 (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 | Darwinbox | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 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% | 5 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | 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% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 21 | 3 | Audit reportSources on the vendor's own domain |
Darwinbox has 31 evidence rows across 7 of 7 criteria — 24 with a source URL, 7 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 55 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 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