§ The result
iCIMS takes the total, Checkr takes more of the criteria.
iCIMS (ATS-integrated) edges Checkr (Screening) by 1 point under rubric v1.0, 55 to 54. Checkr leads more of the criteria than iCIMS — 5 to 2 — but Bias Audit Transparency, which iCIMS leads, carries 18% of the rubric, and the weighted sum still falls to iCIMS. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Checkr 35, iCIMS 68 — and at an 18% weight it carries 87% of the weighted advantage iCIMS holds across the 2 criteria on that side of the table.
Vendor profile
Checkr
Checkr is an FCRA-regulated background screening platform that uses machine learning to parse, classify and standardize criminal, employment, education and motor-vehicle records, and to route them through customer-configured adjudication rulesets that flag candidates as eligible, review or escalated for employment decisions.
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
Checkr is filed under Screening AI, iCIMS under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Checkr | iCIMS |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2014 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 47% of the movement so far
Bias Audit Transparency
Checkr 35 · iCIMS 68
5.9 weighted points to iCIMS
20% weight · 67% of the movement so far
Article 11 Technical Documentation
Checkr 70 · iCIMS 58
2.4 weighted points to Checkr
12% weight · 74% of the movement so far
Human Oversight Design
Checkr 66 · iCIMS 58
1.0 weighted points to Checkr
12% weight · 82% of the movement so far
Post-Market Monitoring
Checkr 50 · iCIMS 42
1.0 weighted points to Checkr
15% weight · 89% of the movement so far
FRIA Support
Checkr 32 · iCIMS 38
0.9 weighted points to iCIMS
15% weight · 96% of the movement so far
Data Governance Disclosure
Checkr 62 · iCIMS 56
0.9 weighted points to Checkr
8% weight · 100% of the movement so far
Customer Documentation
Checkr 68 · iCIMS 62
0.5 weighted points to Checkr
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -1.1 — the difference between the two totals before either is rounded. Shares are of 12.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -1 beside that -1.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Checkr minus iCIMS.
| Category | Weight | Checkr | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 58 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 35 | 68 | -33 | -5.9 |
| FRIA Support | 15% | 32 | 38 | -6 | -0.9 |
| Data Governance Disclosure | 15% | 62 | 56 | +6 | +0.9 |
| Human Oversight Design | 12% | 66 | 58 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 50 | 42 | +8 | +1.0 |
| Customer Documentation | 8% | 68 | 62 | +6 | +0.5 |
| Total | 100% | 54 (F) | 55 (F) | -1 | -1.1 |
§ 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 | Checkr | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Audit reportSources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 2 | Audit reportSources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 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% | 5 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 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% | 24 | 6 | Audit reportSources on the vendor's own domain | 21 | 3 | Audit reportSources on the vendor's own domain |
Checkr has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 52 evidence rows on file for these two vendors: 28 for Checkr, across 2 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- Checkr last reviewed
- August 2, 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