§ The result
HighMatch leads ZipRecruiter on 5 of the 7 criteria.
HighMatch (Assessment) edges ZipRecruiter (Sourcing) by 3 points under rubric v1.0, 43 to 40. HighMatch leads 5 of the 7 criteria and the remaining 2 are level, so ZipRecruiter is ahead on none of them; the closest of the 5 HighMatch leads is FRIA Support, HighMatch 30 to ZipRecruiter 27. The advantage HighMatch holds is spread out: Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing (HighMatch 30, ZipRecruiter 24, 18% weight), yet it supplies only 31% of the weighted points HighMatch gains across the 5 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
ZipRecruiter
ZipRecruiter is an online employment marketplace whose AI matching engine sends employers' job postings out, alerts matched job seekers and invites them to apply, and labels and ranks applicants (for example as 'Great Match') in the employer's candidate dashboard.
§ The record
HighMatch is filed under Assessment AI, ZipRecruiter under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only HighMatch is in scope of Mobley v. Workday.
| Record | HighMatch | ZipRecruiter |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2005 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 31% of the movement so far
Bias Audit Transparency
HighMatch 30 · ZipRecruiter 24
1.1 weighted points to HighMatch
20% weight · 60% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · ZipRecruiter 40
1.0 weighted points to HighMatch
12% weight · 78% of the movement so far
Human Oversight Design
HighMatch 60 · ZipRecruiter 55
0.6 weighted points to HighMatch
15% weight · 91% of the movement so far
FRIA Support
HighMatch 30 · ZipRecruiter 27
0.4 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
HighMatch 58 · ZipRecruiter 54
0.3 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +3.5 — the difference between the two totals before either is rounded. Shares are of 3.5 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 +3.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus ZipRecruiter.
| Category | Weight | HighMatch | ZipRecruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 40 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 30 | 24 | +6 | +1.1 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 52 | 52 | - | - |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 54 | +4 | +0.3 |
| Total | 100% | 43 (F) | 40 (F) | +3 | +3.5 |
§ 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 | ZipRecruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 6 | 0 | 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 | 3 | 1 | Sources on the vendor's own 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% | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 5 | Sources 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; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for HighMatch and ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 68 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- ZipRecruiter 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