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Fountain vs Stepstone

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§ The result

Stepstone leads Fountain by 5 points.

Stepstone scores 49 and Fountain 44 under rubric v1.0 — a 5-point gap inside the Screening cohort. Stepstone leads 3 of the 7 criteria, including Bias Audit Transparency, while Fountain leads 1, including Post-Market Monitoring, and 3 are level. One criterion, Bias Audit Transparency, is both the widest raw gap (Fountain 30, Stepstone 50) and the heaviest weighted swing, and at 18% weight it makes up 71% of the weighted advantage Stepstone holds across the 3 criteria it leads.

§ The record

Fountain and Stepstone are both filed under Screening AI. They also share 1 secondary category: Sourcing.

Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.

RecordFountainStepstone
Price tierEnterpriseMid
HeadquartersUSDE
Founded20141996

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 68% of the movement so far

    Bias Audit Transparency

    Fountain 30 · Stepstone 50

    3.6 weighted points to Stepstone

  2. 20% weight · 86% of the movement so far

    Article 11 Technical Documentation

    Fountain 50 · Stepstone 55

    1.0 weighted points to Stepstone

  3. 8% weight · 95% of the movement so far

    Customer Documentation

    Fountain 52 · Stepstone 58

    0.5 weighted points to Stepstone

  4. 12% weight · 100% of the movement so far

    Post-Market Monitoring

    Fountain 40 · Stepstone 38

    0.2 weighted points to Fountain

Weighted delta is the raw difference times the criterion weight, so the 4 figures above sum to -4.8 — the difference between the two totals before either is rounded. Shares are of 5.3 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 -4.8.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Fountain minus Stepstone.

CategoryWeightFountainStepstoneΔ rawΔ weighted
Article 11 Technical Documentation20%5055-5-1.0
Bias Audit Transparency18%3050-20-3.6
FRIA Support15%3030--
Data Governance Disclosure15%5555--
Human Oversight Design12%5858--
Post-Market Monitoring12%4038+2+0.2
Customer Documentation8%5258-6-0.5
Total100%44 (F)49 (F)-5-4.8

§ 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.

CriterionWeightFountainStepstone
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain51Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%21—31Audit reportSources on a separate domain
FRIA Support15%11Sources on the vendor's own domain21Sources on the vendor's own domain
Data Governance Disclosure15%21Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%30Sources on the vendor's own domain50Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Customer Documentation8%21Sources on the vendor's own domain50Sources on the vendor's own domain
All criteria100%146Sources on the vendor's own domain294Audit reportSources on the vendor's own domainSources on a separate domain

Fountain has 20 evidence rows across 7 of 7 criteria — 14 with a source URL, 6 documented absences; Stepstone has 33 evidence rows across 7 of 7 criteria — 29 with a source URL, 4 documented absences; some documentation or audit rows for Stepstone sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 53 evidence rows on file for these two vendors: 20 for Fountain, across 2 distinct source domains, and 33 for Stepstone, across 6 distinct source domains.

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