§ The result
Darwinbox takes the total, HighMatch takes more of the criteria.
Darwinbox (ATS-integrated) edges HighMatch (Assessment) by 3 points under rubric v1.0, 46 to 43. HighMatch leads more of the criteria than Darwinbox — 4 to 2 — but Article 11 Technical Documentation, which Darwinbox leads, carries 20% of the rubric, and the weighted sum still falls to Darwinbox. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Darwinbox 60, HighMatch 45) and the heaviest weighted swing, and at 20% weight it makes up 77% of the weighted advantage Darwinbox holds across the 2 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
HighMatch
HighMatch sells pre-employment assessments built by I-O psychologists (personality, cognitive, skills, situational judgment, culture fit and minimum-qualification screens), including the Berke Assessment for small businesses, that score candidates against weighted, role-specific hiring profiles and return job-fit scores, trait reports and tailored interview guides.
§ The record
Darwinbox is filed under ATS-integrated AI, HighMatch under Assessment 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. Only HighMatch is in scope of Mobley v. Workday.
| Record | Darwinbox | HighMatch |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | IN | US |
| Founded | 2015 | 2005 |
§ 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 · HighMatch 45
3.0 weighted points to Darwinbox
15% weight · 70% of the movement so far
Data Governance Disclosure
Darwinbox 58 · HighMatch 52
0.9 weighted points to Darwinbox
12% weight · 81% of the movement so far
Human Oversight Design
Darwinbox 55 · HighMatch 60
0.6 weighted points to HighMatch
12% weight · 92% of the movement so far
Post-Market Monitoring
Darwinbox 35 · HighMatch 40
0.6 weighted points to HighMatch
18% weight · 99% of the movement so far
Bias Audit Transparency
Darwinbox 28 · HighMatch 30
0.4 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
Darwinbox 57 · HighMatch 58
0.1 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.3 — the difference between the two totals before either is rounded. Shares are of 5.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Darwinbox minus HighMatch.
| Category | Weight | Darwinbox | HighMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 45 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 28 | 30 | -2 | -0.4 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 58 | 52 | +6 | +0.9 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 35 | 40 | -5 | -0.6 |
| Customer Documentation | 8% | 57 | 58 | -1 | -0.1 |
| Total | 100% | 46 (F) | 43 (F) | +3 | +2.3 |
§ 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 | HighMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 7 | Sources on the vendor's own domain | 31 | 4 | 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; HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for HighMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 66 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 35 for HighMatch, across 2 distinct source domains.
- Rubric
- v1.0
- Darwinbox last reviewed
- September 25, 2026 · HireAIScore editorial team
- HighMatch 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