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Darwinbox vs Saville Assessment

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§ The result

2 points separate Saville Assessment and Darwinbox.

Saville Assessment (Assessment) edges Darwinbox (ATS-integrated) by 2 points under rubric v1.0, 48 to 46. Darwinbox takes 2 of the 7 criteria, Article 11 Technical Documentation among them, against 4 for Saville Assessment, whose share includes Bias Audit Transparency, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (Darwinbox 28, Saville Assessment 42) and the heaviest weighted swing, and at 18% weight it makes up 55% of the weighted advantage Saville Assessment holds across the 4 criteria it leads.

§ The record

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

RecordDarwinboxSaville Assessment
Price tierEnterpriseEnterprise
HeadquartersINGB
Founded20152004

§ What decides it

The criteria that move the gap, heaviest swing first.

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

    Bias Audit Transparency

    Darwinbox 28 · Saville Assessment 42

    2.5 weighted points to Saville Assessment

  2. 20% weight · 64% of the movement so far

    Article 11 Technical Documentation

    Darwinbox 60 · Saville Assessment 50

    2.0 weighted points to Darwinbox

  3. 15% weight · 85% of the movement so far

    FRIA Support

    Darwinbox 30 · Saville Assessment 40

    1.5 weighted points to Saville Assessment

  4. 15% weight · 92% of the movement so far

    Data Governance Disclosure

    Darwinbox 58 · Saville Assessment 55

    0.4 weighted points to Darwinbox

  5. 12% weight · 97% of the movement so far

    Post-Market Monitoring

    Darwinbox 35 · Saville Assessment 38

    0.4 weighted points to Saville Assessment

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

    Customer Documentation

    Darwinbox 57 · Saville Assessment 60

    0.2 weighted points to Saville Assessment

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -2.2 — the difference between the two totals before either is rounded. Shares are of 7.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -2.2.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Darwinbox minus Saville Assessment.

CategoryWeightDarwinboxSaville AssessmentΔ rawΔ weighted
Article 11 Technical Documentation20%6050+10+2.0
Bias Audit Transparency18%2842-14-2.5
FRIA Support15%3040-10-1.5
Data Governance Disclosure15%5855+3+0.4
Human Oversight Design12%5555--
Post-Market Monitoring12%3538-3-0.4
Customer Documentation8%5760-3-0.2
Total100%46 (F)48 (F)-2-2.2

§ 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.

CriterionWeightDarwinboxSaville Assessment
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain51Audit reportSources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%31—41Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%11Sources on the vendor's own domain31Sources on the vendor's own domain
Data Governance Disclosure15%51Sources on the vendor's own domain51Sources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain60Sources on the vendor's own domain
Post-Market Monitoring12%31Sources on the vendor's own domain51Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domain61Sources on the vendor's own domain
All criteria100%247Sources on the vendor's own domain346Audit reportSources on the vendor's own domainSources on a separate domain

Darwinbox has 31 evidence rows across 7 of 7 criteria — 24 with a source URL, 7 documented absences; Saville Assessment has 40 evidence rows across 7 of 7 criteria — 34 with a source URL, 6 documented absences; some documentation or audit rows for Saville Assessment sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 71 evidence rows on file for these two vendors: 31 for Darwinbox, across 1 distinct source domain, and 40 for Saville Assessment, across 2 distinct source domains.

Rubric
v1.0
Darwinbox last reviewed
September 25, 2026 · HireAIScore editorial team
Saville Assessment last reviewed
September 25, 2026 · HireAIScore editorial team

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