§ The result
Classet leads Gloat by 8 points.
Under rubric v1.0, Classet, filed under Screening, finishes on 55 and Gloat, filed under Sourcing, on 47, 8 points apart. The criteria split evenly, 3 each to Classet and Gloat, with 1 level, and the weighted points on the side Classet holds, headed by Bias Audit Transparency, settle the total. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Classet 76, Gloat 38 — and at an 18% weight it carries 72% of the weighted advantage Classet holds across the 3 criteria on that side of the table.
Vendor profile
Classet
Classet's AI voice recruiter, Joy, phones hourly and frontline applicants within about a minute of applying, runs employer-scripted screening interviews with binary knockout questions, and sends recruiters recordings, transcripts, summaries and a qualified/unqualified outcome, either in Classet's lightweight ATS or in 100+ connected ATSs.
Vendor profile
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.
§ The record
Classet is filed under Screening AI, Gloat under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Gloat is in scope of Mobley v. Workday.
| Record | Classet | Gloat |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2021 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 63% of the movement so far
Bias Audit Transparency
Classet 76 · Gloat 38
6.8 weighted points to Classet
12% weight · 80% of the movement so far
Post-Market Monitoring
Classet 58 · Gloat 42
1.9 weighted points to Classet
12% weight · 88% of the movement so far
Human Oversight Design
Classet 55 · Gloat 62
0.8 weighted points to Gloat
15% weight · 95% of the movement so far
FRIA Support
Classet 33 · Gloat 28
0.8 weighted points to Classet
20% weight · 99% of the movement so far
Article 11 Technical Documentation
Classet 46 · Gloat 48
0.4 weighted points to Gloat
15% weight · 100% of the movement so far
Data Governance Disclosure
Classet 57 · Gloat 58
0.1 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +8.1 — the difference between the two totals before either is rounded. Shares are of 10.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +8.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Classet minus Gloat.
| Category | Weight | Classet | Gloat | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 48 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 76 | 38 | +38 | +6.8 |
| FRIA Support | 15% | 33 | 28 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 57 | 58 | -1 | -0.1 |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 58 | 42 | +16 | +1.9 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 55 (F) | 47 (F) | +8 | +8.1 |
§ 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 | Classet | Gloat | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on a separate domain | 2 | 2 | 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% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 8 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 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% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 33 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 21 | 8 | Audit reportSources on the vendor's own domain |
Classet has 38 evidence rows across 7 of 7 criteria — 33 with a source URL, 5 documented absences; Gloat has 29 evidence rows across 7 of 7 criteria — 21 with a source URL, 8 documented absences; some documentation or audit rows for Classet sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 38 for Classet, across 3 distinct source domains, and 29 for Gloat, across 1 distinct source domain.
- Rubric
- v1.0
- Classet last reviewed
- September 25, 2026 · HireAIScore editorial team
- Gloat 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