§ The result
Darwinbox leads eSkill by 5 points.
Under rubric v1.0, Darwinbox, filed under ATS-integrated, finishes on 46 and eSkill, filed under Assessment, on 41, 5 points apart. The 7 criteria split 4 to 2 in favour of Darwinbox, with 1 level: Darwinbox is ahead on Article 11 Technical Documentation and eSkill on Human Oversight Design. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Darwinbox 60, eSkill 48 — and at a 20% weight it carries 51% of the weighted advantage Darwinbox holds across the 4 criteria on that side of the table.
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
eSkill
eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.
§ The record
Darwinbox is filed under ATS-integrated AI, eSkill under Assessment 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. Only eSkill is in scope of Mobley v. Workday.
| Record | Darwinbox | eSkill |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | IN | US |
| Founded | 2015 | 2003 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 48% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · eSkill 48
2.4 weighted points to Darwinbox
15% weight · 81% of the movement so far
Data Governance Disclosure
Darwinbox 58 · eSkill 47
1.6 weighted points to Darwinbox
18% weight · 91% of the movement so far
Bias Audit Transparency
Darwinbox 28 · eSkill 25
0.5 weighted points to Darwinbox
12% weight · 96% of the movement so far
Human Oversight Design
Darwinbox 55 · eSkill 57
0.2 weighted points to eSkill
12% weight · 98% of the movement so far
Post-Market Monitoring
Darwinbox 35 · eSkill 36
0.1 weighted points to eSkill
8% weight · 100% of the movement so far
Customer Documentation
Darwinbox 57 · eSkill 56
0.1 weighted points to Darwinbox
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +4.3 — the difference between the two totals before either is rounded. Shares are of 5.0 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 +4.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus eSkill.
| Category | Weight | Darwinbox | eSkill | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 48 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 28 | 25 | +3 | +0.5 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 58 | 47 | +11 | +1.6 |
| Human Oversight Design | 12% | 55 | 57 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 35 | 36 | -1 | -0.1 |
| Customer Documentation | 8% | 57 | 56 | +1 | +0.1 |
| Total | 100% | 46 (F) | 41 (F) | +5 | +4.3 |
§ 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 | eSkill | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 24 | 6 | Sources on the vendor's own domainSources on a separate domain |
Darwinbox has 31 evidence rows across 7 of 7 criteria — 24 with a source URL, 7 documented absences; eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for eSkill sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 61 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 30 for eSkill, across 2 distinct source domains.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- eSkill last reviewed
- September 25, 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