Side-by-side · Rubric v1.0
Gloat vs Manatal
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
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
Substantial gaps
ATS-integrated
The result
Gloat leads Manatal by 6 points.
Gloat scores 47 and Manatal 41 under rubric v1.0, a 6-point gap across the Sourcing and ATS-integrated cohorts. The 7 criteria split 4 to 2 in favour of Gloat, with 1 level: Gloat is ahead on Article 11 Technical Documentation and Manatal on FRIA Support. Article 11 Technical Documentation, at 20%, is the heaviest weighted swing and goes to Gloat (Gloat 48, Manatal 33), 43% of the weighted advantage it holds, while the widest raw gap is Bias Audit Transparency, Gloat 38 to Manatal 22.
Criteria won
7 criteria
- Gloat4
- Manatal2
- Level1
- Widest raw gap
- Bias Audit Transparency38 vs 22
- Heaviest weighted swing
- Article 11 Technical Documentation20% 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, Manatal under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
| Record | Gloat | Manatal |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | TH |
| Founded | 2015 | 2019 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight38% of the movement so far
Gloat48Manatal333.0 weighted points to Gloat
- 2
Bias Audit Transparency
18% weight75% of the movement so far
Gloat38Manatal222.9 weighted points to Gloat
- 3
Data Governance Disclosure
15% weight86% of the movement so far
Gloat58Manatal520.9 weighted points to Gloat
- 4
FRIA Support
15% weight95% of the movement so far
Gloat28Manatal330.8 weighted points to Manatal
- 5
Human Oversight Design
12% weight98% of the movement so far
Gloat62Manatal600.2 weighted points to Gloat
- 6
Post-Market Monitoring
12% weight100% of the movement so far
Gloat42Manatal430.1 weighted points to Manatal
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +6.1 — the difference between the two totals before either is rounded. Shares are of 7.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +6.1.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Manatal, coloured for whichever of the two it favours.
| Category | Weight | Gloat | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 33 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 38 | 22 | +16 | +2.9 |
| FRIA Support | 15% | 28 | 33 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 58 | 52 | +6 | +0.9 |
| Human Oversight Design | 12% | 62 | 60 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 42 | 43 | -1 | -0.1 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 47F | 41F | +6 | +6.1 |
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 | Gloat | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 8 | Audit reportSources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
Gloat has 29 evidence rows across 7 of 7 criteria — 21 with a source URL, 8 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 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.