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Factorial vs Manatal

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§ The result

Factorial leads Manatal by 5 points.

Inside the ATS-integrated cohort, rubric v1.0 puts Factorial on 46 and Manatal on 41, 5 points apart. Manatal takes 2 of the 7 criteria, Human Oversight Design among them, against 5 for Factorial, whose share includes Article 11 Technical Documentation. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Factorial 52, Manatal 33) and the heaviest weighted swing, and at 20% weight it makes up 63% of the weighted advantage Factorial holds across the 5 criteria it leads.

§ The record

Factorial and Manatal are both filed under ATS-integrated AI. They also share 1 secondary category: Screening.

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

RecordFactorialManatal
Price tierLowLow
HeadquartersESTH
Founded20162019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 59% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · Manatal 33

    3.8 weighted points to Factorial

  2. 15% weight · 71% of the movement so far

    Data Governance Disclosure

    Factorial 57 · Manatal 52

    0.8 weighted points to Factorial

  3. 12% weight · 81% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Manatal 43

    0.6 weighted points to Factorial

  4. 18% weight · 89% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Manatal 22

    0.5 weighted points to Factorial

  5. 15% weight · 94% of the movement so far

    FRIA Support

    Factorial 35 · Manatal 33

    0.3 weighted points to Factorial

  6. 12% weight · 97% of the movement so far

    Human Oversight Design

    Factorial 58 · Manatal 60

    0.2 weighted points to Manatal

  7. 8% weight · 100% of the movement so far

    Customer Documentation

    Factorial 60 · Manatal 62

    0.2 weighted points to Manatal

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +5.6 — the difference between the two totals before either is rounded. Shares are of 6.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +5.6.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Manatal.

CategoryWeightFactorialManatalΔ rawΔ weighted
Article 11 Technical Documentation20%5233+19+3.8
Bias Audit Transparency18%2522+3+0.5
FRIA Support15%3533+2+0.3
Data Governance Disclosure15%5752+5+0.8
Human Oversight Design12%5860-2-0.2
Post-Market Monitoring12%4843+5+0.6
Customer Documentation8%6062-2-0.2
Total100%46 (F)41 (F)+5+5.6

§ 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.

CriterionWeightFactorialManatal
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain11Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain11—
FRIA Support15%41Sources on the vendor's own domain21Sources on the vendor's own domain
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain31Sources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain20Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain21Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domain40Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain155Sources on the vendor's own domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.

Provenance

The scores above are documented by 54 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 20 for Manatal, across 1 distinct source domain.

Rubric
v1.0
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team
Manatal last reviewed
July 17, 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.