Side-by-side · Rubric v1.0
Gloat vs Tribepad
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
Tribepad
Tribepad is a UK applicant tracking system whose built-in Sidekick AI assistant scores and ranks applicants against recruiter-weighted skills and generates candidate summaries, SWOT analyses, job descriptions, salary suggestions and interview questions.
Substantial gaps
ATS-integrated
The result
Tribepad leads Gloat by 9 points.
Under rubric v1.0, Tribepad, filed under ATS-integrated, finishes on 56 and Gloat, filed under Sourcing, on 47, 9 points apart. Tribepad leads 4 of the 7 criteria, including Bias Audit Transparency, while Gloat leads 3, including Human Oversight Design. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Gloat 38, Tribepad 78 — and at an 18% weight it carries 68% of the weighted advantage Tribepad holds across the 4 criteria on that side of the table.
Criteria won
7 criteria
- Gloat3
- Tribepad4
- Widest raw gap
- Bias Audit Transparency38 vs 78
- 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, Tribepad under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
Only Gloat is in scope of
| Record | Gloat | Tribepad |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2015 | 2008 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight62% of the movement so far
Gloat38Tribepad787.2 weighted points to Tribepad
- 2
Article 11 Technical Documentation
20% weight76% of the movement so far
Gloat48Tribepad561.6 weighted points to Tribepad
- 3
Post-Market Monitoring
12% weight88% of the movement so far
Gloat42Tribepad541.4 weighted points to Tribepad
- 4
Human Oversight Design
12% weight92% of the movement so far
Gloat62Tribepad580.5 weighted points to Gloat
- 5
Customer Documentation
8% weight95% of the movement so far
Gloat62Tribepad580.3 weighted points to Gloat
- 6
FRIA Support
15% weight97% of the movement so far
Gloat28Tribepad300.3 weighted points to Tribepad
- 7
Data Governance Disclosure
15% weight100% of the movement so far
Gloat58Tribepad560.3 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -9.4 — the difference between the two totals before either is rounded. Shares are of 11.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -9.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Tribepad, coloured for whichever of the two it favours.
| Category | Weight | Gloat | Tribepad | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 56 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 38 | 78 | -40 | -7.2 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 58 | 56 | +2 | +0.3 |
| Human Oversight Design | 12% | 62 | 58 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 42 | 54 | -12 | -1.4 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 47F | 56F | -9 | -9.4 |
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 | Tribepad | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 4 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 4 | 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 domainSources on a separate domain |
| All criteria | 100% | 21 | 8 | Audit reportSources on the vendor's own domain | 28 | 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; Tribepad has 32 evidence rows across 7 of 7 criteria — 28 with a source URL, 4 documented absences; some documentation or audit rows for Tribepad sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 61 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 32 for Tribepad, across 3 distinct source domains.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- Tribepad last reviewed
- September 25, 2026 · HireAIScore editorial team
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