§ The result
1 point separates Braintrust AIR and Fuel50.
Braintrust AIR holds a 1-point edge over Fuel50 under rubric v1.0, 59 to 58, across the Screening and Sourcing cohorts. The 7 criteria split 5 to 2 in favour of Braintrust AIR: Braintrust AIR is ahead on Post-Market Monitoring and Fuel50 on Article 11 Technical Documentation. Post-Market Monitoring is both the widest raw gap and the heaviest weighted swing — Braintrust AIR 62, Fuel50 40 — and at a 12% weight it carries 58% 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
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.
§ The record
Braintrust AIR is filed under Screening AI, Fuel50 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 | Fuel50 |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2018 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 32% of the movement so far
Post-Market Monitoring
Braintrust AIR 62 · Fuel50 40
2.6 weighted points to Braintrust AIR
20% weight · 62% of the movement so far
Article 11 Technical Documentation
Braintrust AIR 58 · Fuel50 70
2.4 weighted points to Fuel50
18% weight · 77% of the movement so far
Bias Audit Transparency
Braintrust AIR 75 · Fuel50 68
1.3 weighted points to Braintrust AIR
15% weight · 92% of the movement so far
Data Governance Disclosure
Braintrust AIR 56 · Fuel50 64
1.2 weighted points to Fuel50
15% weight · 98% of the movement so far
FRIA Support
Braintrust AIR 35 · Fuel50 32
0.4 weighted points to Braintrust AIR
12% weight · 99% of the movement so far
Human Oversight Design
Braintrust AIR 62 · Fuel50 61
0.1 weighted points to Braintrust AIR
8% weight · 100% of the movement so far
Customer Documentation
Braintrust AIR 63 · Fuel50 62
0.1 weighted points to Braintrust AIR
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +0.9 — 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 +1 beside that +0.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Braintrust AIR minus Fuel50.
| Category | Weight | Braintrust AIR | Fuel50 | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 70 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 75 | 68 | +7 | +1.3 |
| FRIA Support | 15% | 35 | 32 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 56 | 64 | -8 | -1.2 |
| Human Oversight Design | 12% | 62 | 61 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 62 | 40 | +22 | +2.6 |
| Customer Documentation | 8% | 63 | 62 | +1 | +0.1 |
| Total | 100% | 59 (F) | 58 (F) | +1 | +0.9 |
§ 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 | Fuel50 | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 4 | 0 | 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 | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 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 | 24 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Braintrust AIR has 32 evidence rows across 7 of 7 criteria — 29 with a source URL, 3 documented absences; Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; some documentation or audit rows for Braintrust AIR and Fuel50 sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 32 for Braintrust AIR, across 4 distinct source domains, and 28 for Fuel50, across 3 distinct source domains.
- Rubric
- v1.0
- Braintrust AIR last reviewed
- September 25, 2026 · HireAIScore editorial team
- Fuel50 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.
§ Where next