§ The result
Rippling leads Darwinbox on all 7 criteria.
Both filed under ATS-integrated, Rippling and Darwinbox come out 56 and 46 under rubric v1.0, 10 points in favour of Rippling. Rippling is ahead of Darwinbox on all 7 criteria but on none of them by as much as 20 raw points, the closest being Human Oversight Design at Darwinbox 55 to Rippling 60. FRIA Support is the widest raw gap (Darwinbox 30, Rippling 45) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Darwinbox 60, Rippling 73), 24% of the weighted advantage Rippling builds across the 7 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
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
§ The record
Darwinbox and Rippling are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Darwinbox is in scope of Illinois HB 3773.
| Record | Darwinbox | Rippling |
|---|---|---|
| Price tier | Enterprise | High |
| Headquarters | IN | US |
| Founded | 2015 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 24% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · Rippling 73
2.6 weighted points to Rippling
18% weight · 47% of the movement so far
Bias Audit Transparency
Darwinbox 28 · Rippling 42
2.5 weighted points to Rippling
15% weight · 68% of the movement so far
FRIA Support
Darwinbox 30 · Rippling 45
2.3 weighted points to Rippling
12% weight · 81% of the movement so far
Post-Market Monitoring
Darwinbox 35 · Rippling 47
1.4 weighted points to Rippling
15% weight · 89% of the movement so far
Data Governance Disclosure
Darwinbox 58 · Rippling 64
0.9 weighted points to Rippling
12% weight · 95% of the movement so far
Human Oversight Design
Darwinbox 55 · Rippling 60
0.6 weighted points to Rippling
8% weight · 100% of the movement so far
Customer Documentation
Darwinbox 57 · Rippling 64
0.6 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.9 — the difference between the two totals before either is rounded. Shares are of 10.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus Rippling.
| Category | Weight | Darwinbox | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 73 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 28 | 42 | -14 | -2.5 |
| FRIA Support | 15% | 30 | 45 | -15 | -2.3 |
| Data Governance Disclosure | 15% | 58 | 64 | -6 | -0.9 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 35 | 47 | -12 | -1.4 |
| Customer Documentation | 8% | 57 | 64 | -7 | -0.6 |
| Total | 100% | 46 (F) | 56 (F) | -10 | -10.9 |
§ 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 | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 0 | 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 | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 12 | 1 | 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; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- Rippling last reviewed
- July 17, 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