§ The result
Darwinbox leads Recruiterflow by 10 points.
Both filed under ATS-integrated, Darwinbox and Recruiterflow come out 46 and 36 under rubric v1.0, 10 points in favour of Darwinbox. Recruiterflow takes 1 of the 7 criteria, Human Oversight Design among them, against 5 for Darwinbox, whose share includes Article 11 Technical Documentation, and 1 is level. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Darwinbox 60, Recruiterflow 33) and the heaviest weighted swing, and at 20% weight it makes up 56% 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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
Darwinbox and Recruiterflow 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 | Recruiterflow |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | IN | US |
| Founded | 2015 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 54% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · Recruiterflow 33
5.4 weighted points to Darwinbox
15% weight · 75% of the movement so far
Data Governance Disclosure
Darwinbox 58 · Recruiterflow 44
2.1 weighted points to Darwinbox
18% weight · 93% of the movement so far
Bias Audit Transparency
Darwinbox 28 · Recruiterflow 18
1.8 weighted points to Darwinbox
12% weight · 97% of the movement so far
Human Oversight Design
Darwinbox 55 · Recruiterflow 58
0.4 weighted points to Recruiterflow
12% weight · 99% of the movement so far
Post-Market Monitoring
Darwinbox 35 · Recruiterflow 33
0.2 weighted points to Darwinbox
8% weight · 100% of the movement so far
Customer Documentation
Darwinbox 57 · Recruiterflow 56
0.1 weighted points to Darwinbox
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +9.3 — the difference between the two totals before either is rounded. Shares are of 10.0 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 +9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus Recruiterflow.
| Category | Weight | Darwinbox | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 33 | +27 | +5.4 |
| Bias Audit Transparency | 18% | 28 | 18 | +10 | +1.8 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 58 | 44 | +14 | +2.1 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 35 | 33 | +2 | +0.2 |
| Customer Documentation | 8% | 57 | 56 | +1 | +0.1 |
| Total | 100% | 46 (F) | 36 (F) | +10 | +9.3 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own 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 | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 25 | 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; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 62 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow 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