§ The result
Braintrust AIR leads Gloat by 12 points.
Braintrust AIR, filed under Screening, comes out 12 points above Gloat, filed under Sourcing: 59 against 47 under rubric v1.0. Braintrust AIR leads 5 of the 7 criteria, including Bias Audit Transparency, while Gloat leads 1, including Data Governance Disclosure, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Braintrust AIR 75, Gloat 38 — and at an 18% weight it carries 55% of the weighted advantage Braintrust AIR holds across the 5 criteria on that side of the table.
Vendor profile
Braintrust AIR
Braintrust AIR is an enterprise AI interviewer that runs recorded conversational voice interviews, scores the transcribed answers against recruiter-editable rubric criteria, and sends ranked scorecards, transcripts and recordings to the employer's ATS for human review.
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
Braintrust AIR is filed under Screening AI, Gloat under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | Braintrust AIR | Gloat |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2018 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 53% of the movement so far
Bias Audit Transparency
Braintrust AIR 75 · Gloat 38
6.7 weighted points to Braintrust AIR
12% weight · 73% of the movement so far
Post-Market Monitoring
Braintrust AIR 62 · Gloat 42
2.4 weighted points to Braintrust AIR
20% weight · 89% of the movement so far
Article 11 Technical Documentation
Braintrust AIR 58 · Gloat 48
2.0 weighted points to Braintrust AIR
15% weight · 97% of the movement so far
FRIA Support
Braintrust AIR 35 · Gloat 28
1.1 weighted points to Braintrust AIR
15% weight · 99% of the movement so far
Data Governance Disclosure
Braintrust AIR 56 · Gloat 58
0.3 weighted points to Gloat
8% weight · 100% of the movement so far
Customer Documentation
Braintrust AIR 63 · Gloat 62
0.1 weighted points to Braintrust AIR
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +11.9 — the difference between the two totals before either is rounded. Shares are of 12.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +12 beside that +11.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Braintrust AIR minus Gloat.
| Category | Weight | Braintrust AIR | Gloat | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 48 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 75 | 38 | +37 | +6.7 |
| FRIA Support | 15% | 35 | 28 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 56 | 58 | -2 | -0.3 |
| Human Oversight Design | 12% | 62 | 62 | - | - |
| Post-Market Monitoring | 12% | 62 | 42 | +20 | +2.4 |
| Customer Documentation | 8% | 63 | 62 | +1 | +0.1 |
| Total | 100% | 59 (F) | 47 (F) | +12 | +11.9 |
§ 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 | Braintrust AIR | 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% | 5 | 0 | Audit reportSources on a separate domain | 2 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 21 | 8 | Audit reportSources on the vendor's own domain |
Braintrust AIR has 32 evidence rows across 7 of 7 criteria — 29 with a source URL, 3 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 Braintrust AIR 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: 32 for Braintrust AIR, across 4 distinct source domains, and 29 for Gloat, across 1 distinct source domain.
- Rubric
- v1.0
- Braintrust AIR 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