Side-by-side · Rubric v1.0
Gloat vs HighMatch
Gloat
Gloat is an AI-powered internal talent marketplace and "agentic HR" platform that matches an employer's existing employees to internal job openings, gigs, projects, mentorships, and learning based on inferred skills and career goals.
Substantial gaps
Sourcing
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.
Substantial gaps
Assessment
The result
4 points separate Gloat and HighMatch.
Gloat holds a 4-point edge over HighMatch under rubric v1.0, 47 to 43, across the Sourcing and Assessment cohorts. The 7 criteria split 6 to 1 in favour of Gloat: Gloat is ahead on Bias Audit Transparency and HighMatch on FRIA Support. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Gloat 38, HighMatch 30, 18% weight), but it accounts for only 39% of the weighted advantage Gloat holds across the 6 criteria on that side of the table.
Criteria won
7 criteria
- Gloat6
- HighMatch1
- Widest raw gap
- Bias Audit Transparency38 vs 30
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Gloat is filed under Candidate sourcing AI, HighMatch under Assessment AI. They record no secondary category in common.
Both are in scope of
| Record | Gloat | HighMatch |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2005 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight36% of the movement so far
Gloat38HighMatch301.4 weighted points to Gloat
- 2
Data Governance Disclosure
15% weight58% of the movement so far
Gloat58HighMatch520.9 weighted points to Gloat
- 3
Article 11 Technical Documentation
20% weight73% of the movement so far
Gloat48HighMatch450.6 weighted points to Gloat
- 4
Customer Documentation
8% weight81% of the movement so far
Gloat62HighMatch580.3 weighted points to Gloat
- 5
FRIA Support
15% weight88% of the movement so far
Gloat28HighMatch300.3 weighted points to HighMatch
- 6
Human Oversight Design
12% weight94% of the movement so far
Gloat62HighMatch600.2 weighted points to Gloat
- 7
Post-Market Monitoring
12% weight100% of the movement so far
Gloat42HighMatch400.2 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.4 — the difference between the two totals before either is rounded. Shares are of 4.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +3.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus HighMatch, coloured for whichever of the two it favours.
| Category | Weight | Gloat | HighMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 45 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 38 | 30 | +8 | +1.4 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 58 | 52 | +6 | +0.9 |
| Human Oversight Design | 12% | 62 | 60 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 47F | 43F | +4 | +3.4 |
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 | Gloat | HighMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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% | 21 | 8 | Audit reportSources on the vendor's own domain | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Gloat has 29 evidence rows across 7 of 7 criteria — 21 with a source URL, 8 documented absences; HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 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 64 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 35 for HighMatch, across 2 distinct source domains.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- HighMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
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