Side-by-side · Rubric v1.0
Gloat vs HeyMilo
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
HeyMilo
HeyMilo is an AI recruiter for high-volume hiring whose voice and video AI agent conducts and scores async and live conversational screening interviews against recruiter-defined rubrics and syncs results to the customer's ATS.
Concerning
Screening
The result
HeyMilo leads Gloat on all 7 criteria.
HeyMilo, filed under Screening, comes out 14 points above Gloat, filed under Sourcing: 61 (D) against 47 (F) under rubric v1.0. HeyMilo leads every one of the 7 criteria, Gloat none of them, and the closest of the 7 is Human Oversight Design, Gloat 62 to HeyMilo 64. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Gloat 38, HeyMilo 83 — and at an 18% weight it carries 59% of the weighted advantage HeyMilo holds across the 7 criteria on that side of the table.
Criteria won
7 criteria
- Gloat0
- HeyMilo7
- Widest raw gap
- Bias Audit Transparency38 vs 83
- 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, HeyMilo under Screening AI. They record no secondary category in common.
Both are in scope of
| Record | Gloat | HeyMilo |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2023 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight59% of the movement so far
Gloat38HeyMilo838.1 weighted points to HeyMilo
- 2
FRIA Support
15% weight74% of the movement so far
Gloat28HeyMilo422.1 weighted points to HeyMilo
- 3
Article 11 Technical Documentation
20% weight88% of the movement so far
Gloat48HeyMilo582.0 weighted points to HeyMilo
- 4
Data Governance Disclosure
15% weight92% of the movement so far
Gloat58HeyMilo620.6 weighted points to HeyMilo
- 5
Post-Market Monitoring
12% weight96% of the movement so far
Gloat42HeyMilo460.5 weighted points to HeyMilo
- 6
Customer Documentation
8% weight98% of the movement so far
Gloat62HeyMilo660.3 weighted points to HeyMilo
- 7
Human Oversight Design
12% weight100% of the movement so far
Gloat62HeyMilo640.2 weighted points to HeyMilo
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -13.8 — the difference between the two totals before either is rounded. Shares are of 13.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -14 beside that -13.8.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus HeyMilo, coloured for whichever of the two it favours.
| Category | Weight | Gloat | HeyMilo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 58 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 38 | 83 | -45 | -8.1 |
| FRIA Support | 15% | 28 | 42 | -14 | -2.1 |
| Data Governance Disclosure | 15% | 58 | 62 | -4 | -0.6 |
| Human Oversight Design | 12% | 62 | 64 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 42 | 46 | -4 | -0.5 |
| Customer Documentation | 8% | 62 | 66 | -4 | -0.3 |
| Total | 100% | 47F | 61D | -14 | -13.8 |
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 | HeyMilo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on a separate domain |
| 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 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 8 | Audit reportSources on the vendor's own domain | 18 | 3 | 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; HeyMilo has 21 evidence rows across 7 of 7 criteria — 18 with a source URL, 3 documented absences; some documentation or audit rows for HeyMilo sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 29 for Gloat, across 1 distinct source domain, and 21 for HeyMilo, across 2 distinct source domains.
- Rubric
- v1.0
- Gloat last reviewed
- August 2, 2026 · HireAIScore editorial team
- HeyMilo last reviewed
- June 7, 2026 · HireAIScore editorial team
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