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Braintrust AIR vs Factorial

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§ The result

Braintrust AIR leads Factorial by 13 points.

Braintrust AIR, filed under Screening, comes out 13 points above Factorial, filed under ATS-integrated: 59 against 46 under rubric v1.0. Braintrust AIR leads 5 of the 7 criteria, including Bias Audit Transparency, while Factorial 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, Factorial 25 — and at an 18% weight it carries 71% of the weighted advantage Braintrust AIR holds across the 5 criteria on that side of the table.

§ The record

Braintrust AIR is filed under Screening AI, Factorial under ATS-integrated AI. They record no secondary category in common.

Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only Braintrust AIR is in scope of Mobley v. Workday.

RecordBraintrust AIRFactorial
Price tierEnterpriseLow
HeadquartersUSES
Founded20182016

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 71% of the movement so far

    Bias Audit Transparency

    Braintrust AIR 75 · Factorial 25

    9.0 weighted points to Braintrust AIR

  2. 12% weight · 84% of the movement so far

    Post-Market Monitoring

    Braintrust AIR 62 · Factorial 48

    1.7 weighted points to Braintrust AIR

  3. 20% weight · 93% of the movement so far

    Article 11 Technical Documentation

    Braintrust AIR 58 · Factorial 52

    1.2 weighted points to Braintrust AIR

  4. 12% weight · 97% of the movement so far

    Human Oversight Design

    Braintrust AIR 62 · Factorial 58

    0.5 weighted points to Braintrust AIR

  5. 8% weight · 99% of the movement so far

    Customer Documentation

    Braintrust AIR 63 · Factorial 60

    0.2 weighted points to Braintrust AIR

  6. 15% weight · 100% of the movement so far

    Data Governance Disclosure

    Braintrust AIR 56 · Factorial 57

    0.1 weighted points to Factorial

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +12.4 — the difference between the two totals before either is rounded. Shares are of 12.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +12.4.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Braintrust AIR minus Factorial.

CategoryWeightBraintrust AIRFactorialΔ rawΔ weighted
Article 11 Technical Documentation20%5852+6+1.2
Bias Audit Transparency18%7525+50+9.0
FRIA Support15%3535--
Data Governance Disclosure15%5657-1-0.1
Human Oversight Design12%6258+4+0.5
Post-Market Monitoring12%6248+14+1.7
Customer Documentation8%6360+3+0.2
Total100%59 (F)46 (F)+13+12.4

§ 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.

CriterionWeightBraintrust AIRFactorial
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain41Sources on the vendor's own domain
Bias Audit Transparency18%50Audit reportSources on a separate domain31Sources on the vendor's own domain
FRIA Support15%31Sources on the vendor's own domain41Sources on the vendor's own domain
Data Governance Disclosure15%50Sources on the vendor's own domainSources on a separate domain41Audit reportSources on the vendor's own domain
Human Oversight Design12%50Sources on the vendor's own domain41Sources on the vendor's own domain
Post-Market Monitoring12%40Audit reportSources on the vendor's own domainSources on a separate domain41Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%293Audit reportSources on the vendor's own domainSources on a separate domain277Audit 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; Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 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 66 evidence rows on file for these two vendors: 32 for Braintrust AIR, across 4 distinct source domains, and 34 for Factorial, across 3 distinct source domains.

Rubric
v1.0
Braintrust AIR last reviewed
September 25, 2026 · HireAIScore editorial team
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team

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