§ The result
Darwinbox leads Fetcher on 5 of the 7 criteria.
Darwinbox scores 46 and Fetcher 37 under rubric v1.0, a 9-point gap across the ATS-integrated and Sourcing cohorts. Darwinbox leads 5 of the 7 criteria and the remaining 2 are level, so Fetcher is ahead on none of them; the closest of the 5 Darwinbox leads is Customer Documentation, Darwinbox 57 to Fetcher 55. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Darwinbox 60, Fetcher 27) and the heaviest weighted swing, and at 20% weight it makes up 79% of the weighted advantage Darwinbox holds across the 5 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
Fetcher
AI-powered candidate sourcing and outbound recruiting platform that automates passive and active talent sourcing, personalized email outreach, and inbound applicant screening for corporate recruiting teams.
§ The record
Darwinbox is filed under ATS-integrated AI, Fetcher under Candidate sourcing 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.
| Record | Darwinbox | Fetcher |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | IN | US |
| Founded | 2015 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 79% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · Fetcher 27
6.6 weighted points to Darwinbox
15% weight · 88% of the movement so far
FRIA Support
Darwinbox 30 · Fetcher 25
0.8 weighted points to Darwinbox
15% weight · 94% of the movement so far
Data Governance Disclosure
Darwinbox 58 · Fetcher 55
0.4 weighted points to Darwinbox
12% weight · 98% of the movement so far
Human Oversight Design
Darwinbox 55 · Fetcher 52
0.4 weighted points to Darwinbox
8% weight · 100% of the movement so far
Customer Documentation
Darwinbox 57 · Fetcher 55
0.2 weighted points to Darwinbox
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +8.3 — the difference between the two totals before either is rounded. Shares are of 8.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +8.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus Fetcher.
| Category | Weight | Darwinbox | Fetcher | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 27 | +33 | +6.6 |
| Bias Audit Transparency | 18% | 28 | 28 | - | - |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 58 | 55 | +3 | +0.4 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 35 | 35 | - | - |
| Customer Documentation | 8% | 57 | 55 | +2 | +0.2 |
| Total | 100% | 46 (F) | 37 (F) | +9 | +8.3 |
§ 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 | Fetcher | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 1 | 1 | — |
| 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 | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | 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 domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 13 | 6 | Sources on the vendor's own domain |
Darwinbox has 31 evidence rows across 7 of 7 criteria — 24 with a source URL, 7 documented absences; Fetcher has 19 evidence rows across 7 of 7 criteria — 13 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 19 for Fetcher, across 1 distinct source domain.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- Fetcher 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