§ The result
HighMatch leads Zappyhire on all 7 criteria.
HighMatch scores 43 and Zappyhire 34 under rubric v1.0, a 9-point gap across the Assessment and Screening cohorts. HighMatch is ahead of Zappyhire on all 7 criteria but on none of them by as much as 20 raw points, the closest being Bias Audit Transparency at HighMatch 30 to Zappyhire 28. The advantage HighMatch holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (HighMatch 45, Zappyhire 30, 20% weight), yet it supplies only 32% of the weighted points HighMatch gains across the 7 criteria it leads.
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.
Vendor profile
Zappyhire
Zappyhire is an AI-powered recruitment automation platform that screens and ranks candidates through resume parsing, a recruiting chatbot, AI assessments, and robotic video interviews, layered on an applicant tracking system.
§ The record
HighMatch is filed under Assessment AI, Zappyhire under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | HighMatch | Zappyhire |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | IN |
| Founded | 2005 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 32% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · Zappyhire 30
3.0 weighted points to HighMatch
15% weight · 48% of the movement so far
Data Governance Disclosure
HighMatch 52 · Zappyhire 42
1.5 weighted points to HighMatch
12% weight · 64% of the movement so far
Post-Market Monitoring
HighMatch 40 · Zappyhire 28
1.4 weighted points to HighMatch
12% weight · 77% of the movement so far
Human Oversight Design
HighMatch 60 · Zappyhire 50
1.2 weighted points to HighMatch
8% weight · 88% of the movement so far
Customer Documentation
HighMatch 58 · Zappyhire 45
1.0 weighted points to HighMatch
15% weight · 96% of the movement so far
FRIA Support
HighMatch 30 · Zappyhire 25
0.8 weighted points to HighMatch
18% weight · 100% of the movement so far
Bias Audit Transparency
HighMatch 30 · Zappyhire 28
0.4 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.3 — the difference between the two totals before either is rounded. Shares are of 9.3 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 +9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus Zappyhire.
| Category | Weight | HighMatch | Zappyhire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 30 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 30 | 28 | +2 | +0.4 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 52 | 42 | +10 | +1.5 |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 40 | 28 | +12 | +1.4 |
| Customer Documentation | 8% | 58 | 45 | +13 | +1.0 |
| Total | 100% | 43 (F) | 34 (F) | +9 | +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 | HighMatch | Zappyhire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 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% | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; Zappyhire has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; some documentation or audit rows for HighMatch and Zappyhire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 53 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 18 for Zappyhire, across 2 distinct source domains.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Zappyhire 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