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Sapia.ai vs Vincere

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§ The result

Sapia.ai leads Vincere by 12 points.

Sapia.ai sits 12 points above Vincere under rubric v1.0 — 56 against 44 — with Sapia.ai filed under Assessment and Vincere under ATS-integrated. Vincere takes 1 of the 7 criteria, FRIA Support among them, against 6 for Sapia.ai, whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Sapia.ai 52, Vincere 18) and the heaviest weighted swing, and at 18% weight it makes up 49% of the weighted advantage Sapia.ai holds across the 6 criteria it leads.

§ The record

Sapia.ai is filed under Assessment AI, Vincere under ATS-integrated AI. They also share 1 secondary category: Screening.

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.aiVincere
Price tierEnterpriseMid
HeadquartersAUGB
Founded20132012

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 48% of the movement so far

    Bias Audit Transparency

    Sapia.ai 52 · Vincere 18

    6.1 weighted points to Sapia.ai

  2. 20% weight · 71% of the movement so far

    Article 11 Technical Documentation

    Sapia.ai 70 · Vincere 55

    3.0 weighted points to Sapia.ai

  3. 12% weight · 80% of the movement so far

    Post-Market Monitoring

    Sapia.ai 50 · Vincere 40

    1.2 weighted points to Sapia.ai

  4. 15% weight · 89% of the movement so far

    Data Governance Disclosure

    Sapia.ai 62 · Vincere 55

    1.1 weighted points to Sapia.ai

  5. 12% weight · 95% of the movement so far

    Human Oversight Design

    Sapia.ai 62 · Vincere 55

    0.8 weighted points to Sapia.ai

  6. 15% weight · 99% of the movement so far

    FRIA Support

    Sapia.ai 35 · Vincere 38

    0.4 weighted points to Vincere

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

    Customer Documentation

    Sapia.ai 62 · Vincere 60

    0.2 weighted points to Sapia.ai

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +11.9 — the difference between the two totals before either is rounded. Shares are of 12.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +12 beside that +11.9.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Sapia.ai minus Vincere.

CategoryWeightSapia.aiVincereΔ rawΔ weighted
Article 11 Technical Documentation20%7055+15+3.0
Bias Audit Transparency18%5218+34+6.1
FRIA Support15%3538-3-0.4
Data Governance Disclosure15%6255+7+1.1
Human Oversight Design12%6255+7+0.8
Post-Market Monitoring12%5040+10+1.2
Customer Documentation8%6260+2+0.2
Total100%56 (F)44 (F)+12+11.9

§ 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.aiVincere
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain41Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%21Audit reportSources on the vendor's own domainSources on a separate domain31Sources on the vendor's own domain
FRIA Support15%11Sources on the vendor's own domain21Sources on a separate domain
Data Governance Disclosure15%30Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%20Sources on the vendor's own domain50Sources on the vendor's own domainSources on a separate domain
Post-Market Monitoring12%30Sources on the vendor's own domain31Sources 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 domain275Sources 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; Vincere has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Sapia.ai and Vincere sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 52 evidence rows on file for these two vendors: 20 for Sapia.ai, across 2 distinct source domains, and 32 for Vincere, across 3 distinct source domains.

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