§ The result
Darwinbox leads Cappfinity by 6 points.
Darwinbox scores 46 and Cappfinity 40 under rubric v1.0, a 6-point gap across the ATS-integrated and Assessment cohorts. The 7 criteria split 5 to 1 in favour of Darwinbox, with 1 level: Darwinbox is ahead on Article 11 Technical Documentation and Cappfinity on Post-Market Monitoring. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Cappfinity 36, Darwinbox 60) and the heaviest weighted swing, and at 20% weight it makes up 75% of the weighted advantage Darwinbox holds across the 5 criteria it leads.
Vendor profile
Cappfinity
Cappfinity sells strengths-, skills- and cognitive-reasoning assessments, task-based job simulations, a digital assessment centre and an asynchronous video interview platform with optional AI-assisted scoring, and is used mainly for graduate and early-careers hiring.
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.
§ The record
Cappfinity is filed under Assessment AI, Darwinbox under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Cappfinity is in scope of Mobley v. Workday.
| Record | Cappfinity | Darwinbox |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | GB | IN |
| Founded | 2005 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 71% of the movement so far
Article 11 Technical Documentation
Cappfinity 36 · Darwinbox 60
4.8 weighted points to Darwinbox
15% weight · 84% of the movement so far
Data Governance Disclosure
Cappfinity 52 · Darwinbox 58
0.9 weighted points to Darwinbox
12% weight · 89% of the movement so far
Human Oversight Design
Cappfinity 52 · Darwinbox 55
0.4 weighted points to Darwinbox
12% weight · 94% of the movement so far
Post-Market Monitoring
Cappfinity 38 · Darwinbox 35
0.4 weighted points to Cappfinity
15% weight · 99% of the movement so far
FRIA Support
Cappfinity 28 · Darwinbox 30
0.3 weighted points to Darwinbox
8% weight · 100% of the movement so far
Customer Documentation
Cappfinity 56 · Darwinbox 57
0.1 weighted points to Darwinbox
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -6.1 — the difference between the two totals before either is rounded. Shares are of 6.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cappfinity minus Darwinbox.
| Category | Weight | Cappfinity | Darwinbox | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 36 | 60 | -24 | -4.8 |
| Bias Audit Transparency | 18% | 28 | 28 | - | - |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 52 | 58 | -6 | -0.9 |
| Human Oversight Design | 12% | 52 | 55 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 | +0.4 |
| Customer Documentation | 8% | 56 | 57 | -1 | -0.1 |
| Total | 100% | 40 (F) | 46 (F) | -6 | -6.1 |
§ 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 | Cappfinity | Darwinbox | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | — |
| 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% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 7 | Sources on the vendor's own domainSources on a separate domain | 24 | 7 | Sources on the vendor's own domain |
Cappfinity has 36 evidence rows across 7 of 7 criteria — 29 with a source URL, 7 documented absences; Darwinbox has 31 evidence rows across 7 of 7 criteria — 24 with a source URL, 7 documented absences; some documentation or audit rows for Cappfinity sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 36 for Cappfinity, across 6 distinct source domains, and 31 for Darwinbox, across 1 distinct source domain.
- Rubric
- v1.0
- Cappfinity last reviewed
- September 25, 2026 · HireAIScore editorial team
- Darwinbox 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