§ The result
Metaview leads Darwinbox by 8 points.
Under rubric v1.0, Metaview, filed under Screening, finishes on 54 and Darwinbox, filed under ATS-integrated, on 46, 8 points apart. Metaview leads 6 of the 7 criteria, including Bias Audit Transparency, while Darwinbox leads 1, including Article 11 Technical Documentation. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Darwinbox 28, Metaview 80 — and at an 18% weight it carries 74% of the weighted advantage Metaview holds across the 6 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
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
§ The record
Darwinbox is filed under ATS-integrated AI, Metaview under Screening 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 Metaview is in scope of Mobley v. Workday.
| Record | Darwinbox | Metaview |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | IN | GB |
| Founded | 2015 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
Darwinbox 28 · Metaview 80
9.4 weighted points to Metaview
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Darwinbox 60 · Metaview 38
4.4 weighted points to Darwinbox
12% weight · 90% of the movement so far
Post-Market Monitoring
Darwinbox 35 · Metaview 48
1.6 weighted points to Metaview
12% weight · 93% of the movement so far
Human Oversight Design
Darwinbox 55 · Metaview 60
0.6 weighted points to Metaview
15% weight · 96% of the movement so far
FRIA Support
Darwinbox 30 · Metaview 33
0.4 weighted points to Metaview
8% weight · 98% of the movement so far
Customer Documentation
Darwinbox 57 · Metaview 62
0.4 weighted points to Metaview
15% weight · 100% of the movement so far
Data Governance Disclosure
Darwinbox 58 · Metaview 60
0.3 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.3 — the difference between the two totals before either is rounded. Shares are of 17.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus Metaview.
| Category | Weight | Darwinbox | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 38 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 28 | 80 | -52 | -9.4 |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 58 | 60 | -2 | -0.3 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 35 | 48 | -13 | -1.6 |
| Customer Documentation | 8% | 57 | 62 | -5 | -0.4 |
| Total | 100% | 46 (F) | 54 (F) | -8 | -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 | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| 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 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate 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 | 3 | Audit reportSources 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; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- Metaview last reviewed
- June 7, 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