HomeCompareSapia.ai vs Wellfound

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Sapia.ai vs Wellfound

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§ The result

4 points separate Sapia.ai and Wellfound.

Sapia.ai (Assessment) edges Wellfound (Screening) by 4 points under rubric v1.0, 56 to 52. Sapia.ai leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Wellfound leads 2, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Sapia.ai 70, Wellfound 40 — and at a 20% weight it carries 54% of the weighted advantage Sapia.ai holds across the 5 criteria on that side of the table.

§ The record

Sapia.ai is filed under Assessment AI, Wellfound under Screening AI. They record no secondary category in common.

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

RecordSapia.aiWellfound
Price tierEnterpriseMid
HeadquartersAUUS
Founded20132012

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 34% of the movement so far

    Article 11 Technical Documentation

    Sapia.ai 70 · Wellfound 40

    6.0 weighted points to Sapia.ai

  2. 18% weight · 64% of the movement so far

    Bias Audit Transparency

    Sapia.ai 52 · Wellfound 82

    5.4 weighted points to Wellfound

  3. 15% weight · 79% of the movement so far

    Data Governance Disclosure

    Sapia.ai 62 · Wellfound 45

    2.5 weighted points to Sapia.ai

  4. 12% weight · 85% of the movement so far

    Human Oversight Design

    Sapia.ai 62 · Wellfound 52

    1.2 weighted points to Sapia.ai

  5. 12% weight · 92% of the movement so far

    Post-Market Monitoring

    Sapia.ai 50 · Wellfound 60

    1.2 weighted points to Wellfound

  6. 15% weight · 98% of the movement so far

    FRIA Support

    Sapia.ai 35 · Wellfound 28

    1.1 weighted points to Sapia.ai

  7. 8% weight · 100% of the movement so far

    Customer Documentation

    Sapia.ai 62 · Wellfound 58

    0.3 weighted points to Sapia.ai

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +4.5 — the difference between the two totals before either is rounded. Shares are of 17.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.5.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Sapia.ai minus Wellfound.

CategoryWeightSapia.aiWellfoundΔ rawΔ weighted
Article 11 Technical Documentation20%7040+30+6.0
Bias Audit Transparency18%5282-30-5.4
FRIA Support15%3528+7+1.1
Data Governance Disclosure15%6245+17+2.5
Human Oversight Design12%6252+10+1.2
Post-Market Monitoring12%5060-10-1.2
Customer Documentation8%6258+4+0.3
Total100%56 (F)52 (F)+4+4.5

§ 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.

CriterionWeightSapia.aiWellfound
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain22Sources on a separate domain
Bias Audit Transparency18%21Audit reportSources on the vendor's own domainSources on a separate domain50Audit reportSources on a separate domain
FRIA Support15%11Sources on the vendor's own domain12
Data Governance Disclosure15%30Sources on the vendor's own domain32Sources on the vendor's own domain
Human Oversight Design12%20Sources on the vendor's own domain41Sources on the vendor's own domain
Post-Market Monitoring12%30Sources on the vendor's own domain31Audit reportSources on the vendor's own domainSources on a separate domain
Customer Documentation8%21Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%164Audit reportSources on the vendor's own domainSources on a separate domain229Audit reportSources on the vendor's own domainSources on a separate domain

Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; Wellfound has 27 evidence rows across 7 of 7 criteria — 22 with a source URL, 9 documented absences; some documentation or audit rows for Sapia.ai and Wellfound sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 47 evidence rows on file for these two vendors: 20 for Sapia.ai, across 2 distinct source domains, and 27 for Wellfound, across 3 distinct source domains.

Rubric
v1.0
Sapia.ai last reviewed
June 7, 2026 · HireAIScore editorial team
Wellfound last reviewed
August 2, 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.