HomeCompareCriteria vs Sapia.ai

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Criteria vs Sapia.ai

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§ The result

Sapia.ai leads Criteria on 6 of the 7 criteria.

Within the Assessment cohort, Sapia.ai edges Criteria by 3 points under rubric v1.0, 56 to 53. Sapia.ai leads 6 of the 7 criteria and the remaining criterion is level, so Criteria is ahead on none of them; the closest of the 6 Sapia.ai leads is Article 11 Technical Documentation, Criteria 68 to Sapia.ai 70. Post-Market Monitoring is the widest raw gap and the heaviest weighted swing at once (Criteria 42, Sapia.ai 50, 12% weight), but it accounts for only 28% of the weighted advantage Sapia.ai holds across the 6 criteria on that side of the table.

§ The record

Criteria and Sapia.ai are both filed under Assessment AI. They also share 1 secondary category: Screening.

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

RecordCriteriaSapia.ai
Price tierMidEnterprise
HeadquartersUSAU
Founded20062013

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 12% weight · 28% of the movement so far

    Post-Market Monitoring

    Criteria 42 · Sapia.ai 50

    1.0 weighted points to Sapia.ai

  2. 18% weight · 49% of the movement so far

    Bias Audit Transparency

    Criteria 48 · Sapia.ai 52

    0.7 weighted points to Sapia.ai

  3. 12% weight · 70% of the movement so far

    Human Oversight Design

    Criteria 56 · Sapia.ai 62

    0.7 weighted points to Sapia.ai

  4. 15% weight · 84% of the movement so far

    FRIA Support

    Criteria 32 · Sapia.ai 35

    0.4 weighted points to Sapia.ai

  5. 20% weight · 95% of the movement so far

    Article 11 Technical Documentation

    Criteria 68 · Sapia.ai 70

    0.4 weighted points to Sapia.ai

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

    Customer Documentation

    Criteria 60 · Sapia.ai 62

    0.2 weighted points to Sapia.ai

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -3.4 — the difference between the two totals before either is rounded. Shares are of 3.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -3.4.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Criteria minus Sapia.ai.

CategoryWeightCriteriaSapia.aiΔ rawΔ weighted
Article 11 Technical Documentation20%6870-2-0.4
Bias Audit Transparency18%4852-4-0.7
FRIA Support15%3235-3-0.4
Data Governance Disclosure15%6262--
Human Oversight Design12%5662-6-0.7
Post-Market Monitoring12%4250-8-1.0
Customer Documentation8%6062-2-0.2
Total100%53 (F)56 (F)-3-3.4

§ 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.

CriterionWeightCriteriaSapia.ai
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain31Sources on the vendor's own domain
Bias Audit Transparency18%1121Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%11Sources on the vendor's own domain11Sources on the vendor's own domain
Data Governance Disclosure15%30Sources on the vendor's own domain30Sources on the vendor's own domain
Human Oversight Design12%20Sources on the vendor's own domain20Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain30Sources on the vendor's own domain
Customer Documentation8%30Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%144Sources on the vendor's own domain164Audit reportSources on the vendor's own domainSources on a separate domain

Criteria has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Sapia.ai sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 38 evidence rows on file for these two vendors: 18 for Criteria, across 1 distinct source domain, and 20 for Sapia.ai, across 2 distinct source domains.

Rubric
v1.0
Criteria last reviewed
June 7, 2026 · HireAIScore editorial team
Sapia.ai last reviewed
June 7, 2026 · HireAIScore editorial team

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