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Factorial vs HiPeople

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§ The result

HiPeople leads Factorial on 6 of the 7 criteria.

HiPeople finishes 15 points clear of Factorial under rubric v1.0 — 61 (D) against 46 (F) — across the Assessment and ATS-integrated cohorts. HiPeople leads 6 of the 7 criteria and the remaining criterion is level, so Factorial is ahead on none of them; the closest of the 6 HiPeople leads is Data Governance Disclosure, Factorial 57 to HiPeople 58. One criterion, Bias Audit Transparency, is both the widest raw gap (Factorial 25, HiPeople 84) and the heaviest weighted swing, and at 18% weight it makes up 70% of the weighted advantage HiPeople holds across the 6 criteria it leads.

§ The record

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

RecordFactorialHiPeople
Price tierLowMid
HeadquartersESDE
Founded20162019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 70% of the movement so far

    Bias Audit Transparency

    Factorial 25 · HiPeople 84

    10.6 weighted points to HiPeople

  2. 20% weight · 83% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · HiPeople 62

    2.0 weighted points to HiPeople

  3. 12% weight · 93% of the movement so far

    Post-Market Monitoring

    Factorial 48 · HiPeople 60

    1.4 weighted points to HiPeople

  4. 12% weight · 96% of the movement so far

    Human Oversight Design

    Factorial 58 · HiPeople 62

    0.5 weighted points to HiPeople

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

    Customer Documentation

    Factorial 60 · HiPeople 66

    0.5 weighted points to HiPeople

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

    Data Governance Disclosure

    Factorial 57 · HiPeople 58

    0.1 weighted points to HiPeople

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -15.2 — the difference between the two totals before either is rounded. Shares are of 15.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -15 beside that -15.2.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus HiPeople.

CategoryWeightFactorialHiPeopleΔ rawΔ weighted
Article 11 Technical Documentation20%5262-10-2.0
Bias Audit Transparency18%2584-59-10.6
FRIA Support15%3535--
Data Governance Disclosure15%5758-1-0.1
Human Oversight Design12%5862-4-0.5
Post-Market Monitoring12%4860-12-1.4
Customer Documentation8%6066-6-0.5
Total100%46 (F)61 (D)-15-15.2

§ 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.

CriterionWeightFactorialHiPeople
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain32Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain51Audit reportSources on a separate domain
FRIA Support15%41Sources on the vendor's own domain22Sources 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 domain51Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain41Audit reportSources on the vendor's own domainSources on a separate domain
Customer Documentation8%41Sources on the vendor's own domain50Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain278Audit reportSources on the vendor's own domainSources on a separate domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; HiPeople has 31 evidence rows across 7 of 7 criteria — 27 with a source URL, 8 documented absences; some documentation or audit rows for HiPeople sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 65 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 31 for HiPeople, across 3 distinct source domains.

Rubric
v1.0
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team
HiPeople last reviewed
August 2, 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.