§ The result
iCIMS leads TestGorilla by 8 points.
iCIMS scores 55 and TestGorilla 47 under rubric v1.0, an 8-point gap across the ATS-integrated and Assessment cohorts. iCIMS leads 5 of the 7 criteria, including Bias Audit Transparency, while TestGorilla leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — iCIMS 68, TestGorilla 38 — and at an 18% weight it carries 63% 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
TestGorilla
TestGorilla is a pre-employment skills-assessment platform offering a large test library plus AI features for resume scoring, candidate sourcing, and one-way/conversational AI video interviews to support skills-based hiring.
§ The record
iCIMS is filed under ATS-integrated AI, TestGorilla under Assessment 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. Only TestGorilla is in scope of Mobley v. Workday.
| Record | iCIMS | TestGorilla |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | NL |
| Founded | 2000 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 61% of the movement so far
Bias Audit Transparency
iCIMS 68 · TestGorilla 38
5.4 weighted points to iCIMS
20% weight · 75% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · TestGorilla 52
1.2 weighted points to iCIMS
15% weight · 88% of the movement so far
FRIA Support
iCIMS 38 · TestGorilla 30
1.2 weighted points to iCIMS
12% weight · 94% of the movement so far
Post-Market Monitoring
iCIMS 42 · TestGorilla 38
0.5 weighted points to iCIMS
8% weight · 97% of the movement so far
Customer Documentation
iCIMS 62 · TestGorilla 58
0.3 weighted points to iCIMS
12% weight · 100% of the movement so far
Human Oversight Design
iCIMS 58 · TestGorilla 60
0.2 weighted points to TestGorilla
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +8.4 — the difference between the two totals before either is rounded. Shares are of 8.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +8.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus TestGorilla.
| Category | Weight | iCIMS | TestGorilla | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 52 | +6 | +1.2 |
| Bias Audit Transparency | 18% | 68 | 38 | +30 | +5.4 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 56 | 56 | - | - |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55 (F) | 47 (F) | +8 | +8.4 |
§ 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 | TestGorilla | ||||
|---|---|---|---|---|---|---|---|
| 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 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | 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 domainSources on a separate 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 | 14 | 5 | Sources 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; TestGorilla has 19 evidence rows across 7 of 7 criteria — 14 with a source URL, 5 documented absences; some documentation or audit rows for TestGorilla sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 19 for TestGorilla, across 2 distinct source domains.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
- TestGorilla 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