Side-by-side · Rubric v1.0
Gloat vs Xobin
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
Xobin
Xobin is a talent-assessment platform that sells skills, coding, communication and psychometric tests alongside generative-AI answer scoring (AI Evaluate), AI-led interviews, AI proctoring and NURA, an AI recruiting agent that parses resumes, interviews candidates and builds shortlists.
Substantial gaps
Assessment
The result
Xobin takes the total, Gloat takes more of the criteria.
Xobin (Assessment) edges Gloat (Sourcing) by 3 points under rubric v1.0, 50 to 47. Gloat leads more of the criteria than Xobin — 4 to 3 — but Article 11 Technical Documentation, which Xobin leads, carries 20% of the rubric, and the weighted sum still falls to Xobin. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Gloat 48, Xobin 62) and the heaviest weighted swing, and at 20% weight it makes up 59% of the weighted advantage Xobin holds across the 3 criteria it leads.
Criteria won
7 criteria
- Gloat4
- Xobin3
- Widest raw gap
- Article 11 Technical Documentation48 vs 62
- 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, Xobin under Assessment AI. They record no secondary category in common.
Both are in scope of
| Record | Gloat | Xobin |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | IN |
| Founded | 2015 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight47% of the movement so far
Gloat48Xobin622.8 weighted points to Xobin
- 2
FRIA Support
15% weight64% of the movement so far
Gloat28Xobin351.1 weighted points to Xobin
- 3
Bias Audit Transparency
18% weight79% of the movement so far
Gloat38Xobin430.9 weighted points to Xobin
- 4
Human Oversight Design
12% weight87% of the movement so far
Gloat62Xobin580.5 weighted points to Gloat
- 5
Post-Market Monitoring
12% weight95% of the movement so far
Gloat42Xobin380.5 weighted points to Gloat
- 6
Customer Documentation
8% weight98% of the movement so far
Gloat62Xobin600.2 weighted points to Gloat
- 7
Data Governance Disclosure
15% weight100% of the movement so far
Gloat58Xobin570.1 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.5 — the difference between the two totals before either is rounded. Shares are of 6.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -3.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Xobin, coloured for whichever of the two it favours.
| Category | Weight | Gloat | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 62 | -14 | -2.8 |
| Bias Audit Transparency | 18% | 38 | 43 | -5 | -0.9 |
| FRIA Support | 15% | 28 | 35 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 58 | 57 | +1 | +0.1 |
| Human Oversight Design | 12% | 62 | 58 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 47F | 50F | -3 | -3.5 |
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 | Xobin | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Sources on the vendor's own domain |
| 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 | 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 | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 8 | Audit reportSources on the vendor's own domain | 27 | 5 | Sources 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; Xobin has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Xobin 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 Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- Xobin last reviewed
- September 25, 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.