§ The result
Fuel50 leads Gloat by 11 points.
Rubric v1.0 scores the Sourcing entries Fuel50 and Gloat at 58 and 47, a gap of 11 points. Fuel50 leads 4 of the 7 criteria, including Bias Audit Transparency, while Gloat leads 2, including Post-Market Monitoring, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Fuel50 68, Gloat 38 — and at an 18% weight it carries 48% of the weighted advantage Fuel50 holds across the 4 criteria on that side of the table.
Vendor profile
Fuel50
Fuel50 is an AI internal talent marketplace and workforce-transformation platform that matches employees to internal roles, gigs, mentors, learning and career paths, and fit-scores and ranks internal candidates for open roles and succession pipelines, using a skills ontology curated by in-house I/O psychologists.
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
Fuel50 and Gloat are both filed under Candidate sourcing AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144, Illinois HB 3773 and Mobley v. Workday.
| Record | Fuel50 | Gloat |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2011 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 46% of the movement so far
Bias Audit Transparency
Fuel50 68 · Gloat 38
5.4 weighted points to Fuel50
20% weight · 84% of the movement so far
Article 11 Technical Documentation
Fuel50 70 · Gloat 48
4.4 weighted points to Fuel50
15% weight · 92% of the movement so far
Data Governance Disclosure
Fuel50 64 · Gloat 58
0.9 weighted points to Fuel50
15% weight · 97% of the movement so far
FRIA Support
Fuel50 32 · Gloat 28
0.6 weighted points to Fuel50
12% weight · 99% of the movement so far
Post-Market Monitoring
Fuel50 40 · Gloat 42
0.2 weighted points to Gloat
12% weight · 100% of the movement so far
Human Oversight Design
Fuel50 61 · Gloat 62
0.1 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +10.9 — the difference between the two totals before either is rounded. Shares are of 11.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +10.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fuel50 minus Gloat.
| Category | Weight | Fuel50 | Gloat | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 48 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 68 | 38 | +30 | +5.4 |
| FRIA Support | 15% | 32 | 28 | +4 | +0.6 |
| Data Governance Disclosure | 15% | 64 | 58 | +6 | +0.9 |
| Human Oversight Design | 12% | 61 | 62 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 40 | 42 | -2 | -0.2 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 58 (F) | 47 (F) | +11 | +10.9 |
§ 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 | Fuel50 | Gloat | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 21 | 8 | Audit reportSources on the vendor's own domain |
Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 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 Fuel50 sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 28 for Fuel50, across 3 distinct source domains, and 29 for Gloat, across 1 distinct source domain.
- Rubric
- v1.0
- Fuel50 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
Scored against