HomeComparesoftgarden vs TestGorilla

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softgarden vs TestGorilla

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§ The result

TestGorilla leads softgarden by 5 points.

TestGorilla scores 47 and softgarden 42 under rubric v1.0, a 5-point gap across the Assessment and ATS-integrated cohorts. softgarden takes 1 of the 7 criteria, Post-Market Monitoring among them, against 4 for TestGorilla, whose share includes Bias Audit Transparency, and 2 are level. One criterion, Bias Audit Transparency, is both the widest raw gap (softgarden 22, TestGorilla 38) and the heaviest weighted swing, and at 18% weight it makes up 53% of the weighted advantage TestGorilla holds across the 4 criteria it leads.

§ The record

softgarden is filed under ATS-integrated AI, TestGorilla 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 TestGorilla is in scope of Mobley v. Workday.

RecordsoftgardenTestGorilla
Price tierMidMid
HeadquartersDENL
Founded20012019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 47% of the movement so far

    Bias Audit Transparency

    softgarden 22 · TestGorilla 38

    2.9 weighted points to TestGorilla

  2. 20% weight · 79% of the movement so far

    Article 11 Technical Documentation

    softgarden 42 · TestGorilla 52

    2.0 weighted points to TestGorilla

  3. 12% weight · 91% of the movement so far

    Post-Market Monitoring

    softgarden 44 · TestGorilla 38

    0.7 weighted points to softgarden

  4. 15% weight · 96% of the movement so far

    Data Governance Disclosure

    softgarden 54 · TestGorilla 56

    0.3 weighted points to TestGorilla

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

    Human Oversight Design

    softgarden 58 · TestGorilla 60

    0.2 weighted points to TestGorilla

Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -4.7 — the difference between the two totals before either is rounded. Shares are of 6.1 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 softgarden minus TestGorilla.

CategoryWeightsoftgardenTestGorillaΔ rawΔ weighted
Article 11 Technical Documentation20%4252-10-2.0
Bias Audit Transparency18%2238-16-2.9
FRIA Support15%3030--
Data Governance Disclosure15%5456-2-0.3
Human Oversight Design12%5860-2-0.2
Post-Market Monitoring12%4438+6+0.7
Customer Documentation8%5858--
Total100%42 (F)47 (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.

CriterionWeightsoftgardenTestGorilla
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%61Sources on the vendor's own domain21Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain21Sources on the vendor's own domain
FRIA Support15%31Sources on the vendor's own domain11—
Data Governance Disclosure15%70Audit reportSources on the vendor's own domain30Sources on the vendor's own domain
Human Oversight Design12%50Sources on the vendor's own domain20Sources on the vendor's own domain
Post-Market Monitoring12%51Audit reportSources on the vendor's own domain21Sources on the vendor's own domainSources on a separate domain
Customer Documentation8%21Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%315Audit reportSources on the vendor's own domain145Sources on the vendor's own domainSources on a separate domain

softgarden has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences; TestGorilla has 19 evidence rows across 7 of 7 criteria — 14 with a source URL, 5 documented absences; some documentation or audit rows for TestGorilla 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: 36 for softgarden, across 3 distinct source domains, and 19 for TestGorilla, across 2 distinct source domains.

Rubric
v1.0
softgarden last reviewed
September 25, 2026 · HireAIScore editorial team
TestGorilla 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.