Side-by-side · Rubric v1.0
Gloat vs Paycor
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
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
Substantial gaps
ATS-integrated
The result
Gloat leads Paycor on all 7 criteria.
Gloat scores 47 and Paycor 40 under rubric v1.0, a 7-point gap across the Sourcing and ATS-integrated cohorts. Gloat is ahead of Paycor on all 7 criteria but on none of them by as much as 20 raw points, the closest being FRIA Support at Gloat 28 to Paycor 27. The advantage Gloat holds is spread out: Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing (Gloat 38, Paycor 25, 18% weight), yet it supplies only 33% of the weighted points Gloat gains across the 7 criteria it leads.
Criteria won
7 criteria
- Gloat7
- Paycor0
- Widest raw gap
- Bias Audit Transparency38 vs 25
- 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, Paycor under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
Only Gloat is in scope of
| Record | Gloat | Paycor |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 1990 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight33% of the movement so far
Gloat38Paycor252.3 weighted points to Gloat
- 2
Article 11 Technical Documentation
20% weight55% of the movement so far
Gloat48Paycor401.6 weighted points to Gloat
- 3
Data Governance Disclosure
15% weight72% of the movement so far
Gloat58Paycor501.2 weighted points to Gloat
- 4
Human Oversight Design
12% weight83% of the movement so far
Gloat62Paycor550.8 weighted points to Gloat
- 5
Customer Documentation
8% weight91% of the movement so far
Gloat62Paycor550.6 weighted points to Gloat
- 6
Post-Market Monitoring
12% weight98% of the movement so far
Gloat42Paycor380.5 weighted points to Gloat
- 7
FRIA Support
15% weight100% of the movement so far
Gloat28Paycor270.1 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +7.2 — the difference between the two totals before either is rounded. Shares are of 7.2 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 +7.2.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Paycor, coloured for whichever of the two it favours.
| Category | Weight | Gloat | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 40 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 38 | 25 | +13 | +2.3 |
| FRIA Support | 15% | 28 | 27 | +1 | +0.1 |
| Data Governance Disclosure | 15% | 58 | 50 | +8 | +1.2 |
| Human Oversight Design | 12% | 62 | 55 | +7 | +0.8 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 55 | +7 | +0.6 |
| Total | 100% | 47F | 40F | +7 | +7.2 |
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 | Paycor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 3 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources 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 | 24 | 6 | 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; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- Paycor last reviewed
- September 25, 2026 · HireAIScore editorial team
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