§ The result
HighMatch leads Recruiterflow on 6 of the 7 criteria.
Under rubric v1.0, HighMatch, filed under Assessment, finishes on 43 and Recruiterflow, filed under ATS-integrated, on 36, 7 points apart. Recruiterflow is ahead on none of the 7 criteria: HighMatch takes 6, the remaining criterion is level, and the nearest of those 6 is Human Oversight Design, HighMatch 60 to Recruiterflow 58. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (HighMatch 45, Recruiterflow 33, 20% weight), is only 34% of the weighted advantage HighMatch builds across the 6 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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
HighMatch is filed under Assessment AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only HighMatch is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | HighMatch | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2005 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 34% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · Recruiterflow 33
2.4 weighted points to HighMatch
18% weight · 65% of the movement so far
Bias Audit Transparency
HighMatch 30 · Recruiterflow 18
2.2 weighted points to HighMatch
15% weight · 82% of the movement so far
Data Governance Disclosure
HighMatch 52 · Recruiterflow 44
1.2 weighted points to HighMatch
12% weight · 94% of the movement so far
Post-Market Monitoring
HighMatch 40 · Recruiterflow 33
0.8 weighted points to HighMatch
12% weight · 98% of the movement so far
Human Oversight Design
HighMatch 60 · Recruiterflow 58
0.2 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
HighMatch 58 · Recruiterflow 56
0.2 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +7.0 — the difference between the two totals before either is rounded. Shares are of 7.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +7.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus Recruiterflow.
| Category | Weight | HighMatch | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 33 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 30 | 18 | +12 | +2.2 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 60 | 58 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 40 | 33 | +7 | +0.8 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 43 (F) | 36 (F) | +7 | +7.0 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own 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 | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 7 | 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 | 3 | 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 | 25 | 6 | 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; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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: 35 for HighMatch, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow 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