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Side-by-side · Rubric v1.0

Factorial vs Textkernel

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§ The result

Textkernel leads Factorial by 5 points.

Textkernel scores 51 and Factorial 46 under rubric v1.0, a 5-point gap across the Sourcing and ATS-integrated cohorts. Textkernel leads 4 of the 7 criteria, including Bias Audit Transparency, while Factorial leads 3, including Post-Market Monitoring. One criterion, Bias Audit Transparency, is both the widest raw gap (Factorial 25, Textkernel 55) and the heaviest weighted swing, and at 18% weight it makes up 84% of the weighted advantage Textkernel holds across the 4 criteria it leads.

§ The record

Factorial is filed under ATS-integrated AI, Textkernel under Candidate sourcing 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.

RecordFactorialTextkernel
Price tierLowEnterprise
HeadquartersESNL
Founded20162001

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 67% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Textkernel 55

    5.4 weighted points to Textkernel

  2. 12% weight · 78% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Textkernel 40

    1.0 weighted points to Factorial

  3. 20% weight · 86% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · Textkernel 55

    0.6 weighted points to Textkernel

  4. 15% weight · 91% of the movement so far

    FRIA Support

    Factorial 35 · Textkernel 32

    0.4 weighted points to Factorial

  5. 15% weight · 95% of the movement so far

    Data Governance Disclosure

    Factorial 57 · Textkernel 55

    0.3 weighted points to Factorial

  6. 12% weight · 98% of the movement so far

    Human Oversight Design

    Factorial 58 · Textkernel 60

    0.2 weighted points to Textkernel

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

    Customer Documentation

    Factorial 60 · Textkernel 62

    0.2 weighted points to Textkernel

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.7 — the difference between the two totals before either is rounded. Shares are of 8.1 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 -4.7.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Textkernel.

CategoryWeightFactorialTextkernelΔ rawΔ weighted
Article 11 Technical Documentation20%5255-3-0.6
Bias Audit Transparency18%2555-30-5.4
FRIA Support15%3532+3+0.4
Data Governance Disclosure15%5755+2+0.3
Human Oversight Design12%5860-2-0.2
Post-Market Monitoring12%4840+8+1.0
Customer Documentation8%6062-2-0.2
Total100%46 (F)51 (F)-5-4.7

§ 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.

CriterionWeightFactorialTextkernel
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain21Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain21Audit reportSources on the vendor's own domain
FRIA Support15%41Sources on the vendor's own domain11—
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain11Sources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain30Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain11Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domain30Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain135Audit reportSources on the vendor's own domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences.

Provenance

The scores above are documented by 52 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 18 for Textkernel, across 1 distinct source domain.

Rubric
v1.0
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team
Textkernel last reviewed
June 7, 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.