§ The result
3 points separate Talkpush and HighMatch.
Talkpush (Screening) edges HighMatch (Assessment) by 3 points under rubric v1.0, 46 to 43. The 7 criteria split 4 to 3 in favour of Talkpush: Talkpush is ahead on Bias Audit Transparency and HighMatch on Data Governance Disclosure. One criterion, Bias Audit Transparency, is both the widest raw gap (HighMatch 30, Talkpush 42) and the heaviest weighted swing, and at 18% weight it makes up 49% of the weighted advantage Talkpush holds across the 4 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
Talkpush
Talkpush is a conversational recruitment CRM and applicant tracking system for high-volume hiring that screens candidates over WhatsApp, Messenger, SMS and voice using chatbots, automated workflows (Autoflow), an AI English-proficiency assessment (TalkScore) and an outbound AI voice agent.
§ The record
HighMatch is filed under Assessment AI, Talkpush 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 | Talkpush |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | HK |
| Founded | 2005 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 33% of the movement so far
Bias Audit Transparency
HighMatch 30 · Talkpush 42
2.2 weighted points to Talkpush
20% weight · 54% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · Talkpush 52
1.4 weighted points to Talkpush
15% weight · 72% of the movement so far
Data Governance Disclosure
HighMatch 52 · Talkpush 44
1.2 weighted points to HighMatch
12% weight · 83% of the movement so far
Post-Market Monitoring
HighMatch 40 · Talkpush 46
0.7 weighted points to Talkpush
12% weight · 91% of the movement so far
Human Oversight Design
HighMatch 60 · Talkpush 56
0.5 weighted points to HighMatch
15% weight · 98% of the movement so far
FRIA Support
HighMatch 30 · Talkpush 27
0.4 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
HighMatch 58 · Talkpush 60
0.2 weighted points to Talkpush
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -2.3 — the difference between the two totals before either is rounded. Shares are of 6.6 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 HighMatch minus Talkpush.
| Category | Weight | HighMatch | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 52 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 30 | 42 | -12 | -2.2 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 60 | 56 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 40 | 46 | -6 | -0.7 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 43 (F) | 46 (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 | HighMatch | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 4 | 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 | 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 | 21 | 7 | 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; Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; some documentation or audit rows for HighMatch and Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talkpush last reviewed
- August 2, 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