§ The result
Spark Hire leads HighMatch by 10 points.
Spark Hire sits 10 points above HighMatch under rubric v1.0 — 53 against 43 — with Spark Hire filed under Video interview and HighMatch under Assessment. The 7 criteria split 5 to 1 in favour of Spark Hire, with 1 level: Spark Hire is ahead on Bias Audit Transparency and HighMatch on Post-Market Monitoring. One criterion, Bias Audit Transparency, is both the widest raw gap (HighMatch 30, Spark Hire 62) and the heaviest weighted swing, and at 18% weight it makes up 56% of the weighted advantage Spark Hire holds 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
Spark Hire
Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.
§ The record
HighMatch is filed under Assessment AI, Spark Hire under Video interview AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | HighMatch | Spark Hire |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2005 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
HighMatch 30 · Spark Hire 62
5.8 weighted points to Spark Hire
20% weight · 79% of the movement so far
Article 11 Technical Documentation
HighMatch 45 · Spark Hire 58
2.6 weighted points to Spark Hire
15% weight · 91% of the movement so far
Data Governance Disclosure
HighMatch 52 · Spark Hire 60
1.2 weighted points to Spark Hire
8% weight · 95% of the movement so far
Customer Documentation
HighMatch 58 · Spark Hire 64
0.5 weighted points to Spark Hire
12% weight · 98% of the movement so far
Human Oversight Design
HighMatch 60 · Spark Hire 62
0.2 weighted points to Spark Hire
12% weight · 100% of the movement so far
Post-Market Monitoring
HighMatch 40 · Spark Hire 38
0.2 weighted points to HighMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -10.0 — the difference between the two totals before either is rounded. Shares are of 10.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HighMatch minus Spark Hire.
| Category | Weight | HighMatch | Spark Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 58 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 30 | 62 | -32 | -5.8 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 52 | 60 | -8 | -1.2 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 58 | 64 | -6 | -0.5 |
| Total | 100% | 43 (F) | 53 (F) | -10 | -10.0 |
§ 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 | Spark Hire | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 0 | 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 | 3 | 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 | 2 | 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 domainSources on a separate domain |
| All criteria | 100% | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 16 | 4 | 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; Spark Hire has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for HighMatch and Spark Hire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 35 for HighMatch, across 2 distinct source domains, and 20 for Spark Hire, across 2 distinct source domains.
- Rubric
- v1.0
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Spark Hire 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