§ The result
Gloat leads DevSkiller on all 7 criteria.
Gloat scores 47 and DevSkiller 39 under rubric v1.0, an 8-point gap across the Sourcing and Assessment cohorts. Gloat is ahead of DevSkiller on all 7 criteria but on none of them by as much as 20 raw points, the closest being Post-Market Monitoring at DevSkiller 40 to Gloat 42. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (DevSkiller 22, Gloat 38, 18% weight), but it accounts for only 35% of the weighted advantage Gloat holds across the 7 criteria on that side of the table.
Vendor profile
DevSkiller
DevSkiller (now branded SkillPanel) provides technical skills assessment and coding tests that automatically score developer candidates on real-world work-sample tasks using hidden verification unit tests and static code analysis.
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
DevSkiller is filed under Assessment AI, Gloat under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | DevSkiller | Gloat |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | PL | US |
| Founded | 2014 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 35% of the movement so far
Bias Audit Transparency
DevSkiller 22 · Gloat 38
2.9 weighted points to Gloat
20% weight · 67% of the movement so far
Article 11 Technical Documentation
DevSkiller 35 · Gloat 48
2.6 weighted points to Gloat
15% weight · 78% of the movement so far
Data Governance Disclosure
DevSkiller 52 · Gloat 58
0.9 weighted points to Gloat
12% weight · 88% of the movement so far
Human Oversight Design
DevSkiller 55 · Gloat 62
0.8 weighted points to Gloat
15% weight · 93% of the movement so far
FRIA Support
DevSkiller 25 · Gloat 28
0.4 weighted points to Gloat
8% weight · 97% of the movement so far
Customer Documentation
DevSkiller 58 · Gloat 62
0.3 weighted points to Gloat
12% weight · 100% of the movement so far
Post-Market Monitoring
DevSkiller 40 · Gloat 42
0.2 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.2 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is DevSkiller minus Gloat.
| Category | Weight | DevSkiller | Gloat | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 48 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 22 | 38 | -16 | -2.9 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 52 | 58 | -6 | -0.9 |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 40 | 42 | -2 | -0.2 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 39 (F) | 47 (F) | -8 | -8.2 |
§ 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 | DevSkiller | Gloat | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 0 | 1 | — | 2 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Audit reportSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 4 | Audit reportSources on a separate domain | 21 | 8 | Audit reportSources on the vendor's own domain |
DevSkiller has 15 evidence rows across 7 of 7 criteria — 11 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 DevSkiller sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 15 for DevSkiller, across 2 distinct source domains, and 29 for Gloat, across 1 distinct source domain.
- Rubric
- v1.0
- DevSkiller last reviewed
- July 17, 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