HomeCompareFactorial vs Wonderlic

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Factorial vs Wonderlic

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§ The result

3 points separate Factorial and Wonderlic.

Factorial holds a 3-point edge over Wonderlic under rubric v1.0, 46 to 43, across the ATS-integrated and Assessment cohorts. Wonderlic takes 1 of the 7 criteria, Bias Audit Transparency among them, against 5 for Factorial, whose share includes Data Governance Disclosure, and 1 is level. Bias Audit Transparency is at once the widest raw gap and the heaviest weighted swing, and it belongs to Wonderlic — Factorial 25, Wonderlic 48, on an 18% weight — which is 100% of the weighted advantage Wonderlic holds across the 1 criterion on that side of the table.

§ The record

Factorial is filed under ATS-integrated AI, Wonderlic under Assessment 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 Wonderlic is in scope of Mobley v. Workday.

RecordFactorialWonderlic
Price tierLowMid
HeadquartersESUS
Founded20161937

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 36% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Wonderlic 48

    4.1 weighted points to Wonderlic

  2. 15% weight · 61% of the movement so far

    Data Governance Disclosure

    Factorial 57 · Wonderlic 38

    2.9 weighted points to Factorial

  3. 12% weight · 77% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Wonderlic 33

    1.8 weighted points to Factorial

  4. 15% weight · 90% of the movement so far

    FRIA Support

    Factorial 35 · Wonderlic 25

    1.5 weighted points to Factorial

  5. 12% weight · 96% of the movement so far

    Human Oversight Design

    Factorial 58 · Wonderlic 52

    0.7 weighted points to Factorial

  6. 8% weight · 100% of the movement so far

    Customer Documentation

    Factorial 60 · Wonderlic 55

    0.4 weighted points to Factorial

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +3.1 — the difference between the two totals before either is rounded. Shares are of 11.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +3.1.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Wonderlic.

CategoryWeightFactorialWonderlicΔ rawΔ weighted
Article 11 Technical Documentation20%5252--
Bias Audit Transparency18%2548-23-4.1
FRIA Support15%3525+10+1.5
Data Governance Disclosure15%5738+19+2.9
Human Oversight Design12%5852+6+0.7
Post-Market Monitoring12%4833+15+1.8
Customer Documentation8%6055+5+0.4
Total100%46 (F)43 (F)+3+3.1

§ 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.

CriterionWeightFactorialWonderlic
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 domain11—
FRIA Support15%41Sources on the vendor's own domain01—
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 domain20Sources 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 domain21Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain96Sources on the vendor's own domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Wonderlic has 15 evidence rows across 7 of 7 criteria — 9 with a source URL, 6 documented absences.

Provenance

The scores above are documented by 49 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 15 for Wonderlic, across 1 distinct source domain.

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