§ The result
HighMatch leads XOR on all 7 criteria.
HighMatch, filed under Assessment, comes out 13 points above XOR, filed under Screening: 43 against 30 under rubric v1.0. HighMatch leads every one of the 7 criteria, XOR none of them, and the closest of the 7 is FRIA Support, HighMatch 30 to XOR 25. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (HighMatch 45, XOR 20, 20% weight), is only 37% of the weighted advantage HighMatch builds 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
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
§ The record
HighMatch is filed under Assessment AI, XOR under Screening AI. They record no secondary category in common.
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 | XOR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2005 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · XOR 20
5.0 weighted points to HighMatch
12% weight · 55% of the movement so far
Human Oversight Design
HighMatch 60 · XOR 40
2.4 weighted points to HighMatch
18% weight · 71% of the movement so far
Bias Audit Transparency
HighMatch 30 · XOR 18
2.2 weighted points to HighMatch
15% weight · 82% of the movement so far
Data Governance Disclosure
HighMatch 52 · XOR 42
1.5 weighted points to HighMatch
12% weight · 88% of the movement so far
Post-Market Monitoring
HighMatch 40 · XOR 33
0.8 weighted points to HighMatch
8% weight · 94% of the movement so far
Customer Documentation
HighMatch 58 · XOR 48
0.8 weighted points to HighMatch
15% weight · 100% of the movement so far
FRIA Support
HighMatch 30 · XOR 25
0.8 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.5 — the difference between the two totals before either is rounded. Shares are of 13.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus XOR.
| Category | Weight | HighMatch | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 20 | +25 | +5.0 |
| Bias Audit Transparency | 18% | 30 | 18 | +12 | +2.2 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 52 | 42 | +10 | +1.5 |
| Human Oversight Design | 12% | 60 | 40 | +20 | +2.4 |
| Post-Market Monitoring | 12% | 40 | 33 | +7 | +0.8 |
| Customer Documentation | 8% | 58 | 48 | +10 | +0.8 |
| Total | 100% | 43 (F) | 30 (F) | +13 | +13.5 |
§ 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 | XOR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own 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 | 2 | 1 | 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 | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 1 | 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 | 11 | 7 | Sources on the vendor's own domain |
HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 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 53 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- XOR last reviewed
- July 17, 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