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Factorial vs Gem

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§ The result

Gem leads Factorial by 9 points.

Under rubric v1.0, Gem, filed under Sourcing, finishes on 55 and Factorial, filed under ATS-integrated, on 46, 9 points apart. The 7 criteria split 4 to 1 in favour of Gem, with 2 level: Gem is ahead on Bias Audit Transparency and Factorial on Post-Market Monitoring. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Factorial 25, Gem 66 — and at an 18% weight it carries 81% of the weighted advantage Gem holds across the 4 criteria on that side of the table.

§ The record

Factorial is filed under ATS-integrated AI, Gem 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.

RecordFactorialGem
Price tierLowHigh
HeadquartersESUS
Founded20162017

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 80% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Gem 66

    7.4 weighted points to Gem

  2. 20% weight · 93% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · Gem 58

    1.2 weighted points to Gem

  3. 12% weight · 97% of the movement so far

    Human Oversight Design

    Factorial 58 · Gem 61

    0.4 weighted points to Gem

  4. 8% weight · 99% of the movement so far

    Customer Documentation

    Factorial 60 · Gem 62

    0.2 weighted points to Gem

  5. 12% weight · 100% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Gem 47

    0.1 weighted points to Factorial

Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -9.0 — the difference between the two totals before either is rounded. Shares are of 9.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -9.0.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Gem.

CategoryWeightFactorialGemΔ rawΔ weighted
Article 11 Technical Documentation20%5258-6-1.2
Bias Audit Transparency18%2566-41-7.4
FRIA Support15%3535--
Data Governance Disclosure15%5757--
Human Oversight Design12%5861-3-0.4
Post-Market Monitoring12%4847+1+0.1
Customer Documentation8%6062-2-0.2
Total100%46 (F)55 (F)-9-9.0

§ 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.

CriterionWeightFactorialGem
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain21Audit reportSources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%31Sources on the vendor's own domain30Audit reportSources on the vendor's own domainSources on a separate domain
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 domain30Audit reportSources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain30Audit reportSources on the vendor's own domainSources on a separate domain
Post-Market Monitoring12%41Sources on the vendor's own domain30Sources 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 domain192Audit 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; Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 documented absences; some documentation or audit rows for Gem sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 55 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 21 for Gem, across 2 distinct source domains.

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