HomeCompareJuicebox (PeopleGPT) vs Vincere

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Juicebox (PeopleGPT) vs Vincere

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§ The result

Juicebox (PeopleGPT) leads Vincere by 13 points.

Juicebox (PeopleGPT) sits 13 points above Vincere under rubric v1.0 — 57 against 44 — with Juicebox (PeopleGPT) filed under Sourcing and Vincere under ATS-integrated. Juicebox (PeopleGPT) and Vincere each lead 3 of the 7 criteria, with 1 level, though the side of the split Juicebox (PeopleGPT) holds (headed by Bias Audit Transparency) adds up to more weighted points. One criterion, Bias Audit Transparency, is both the widest raw gap (Juicebox (PeopleGPT) 84, Vincere 18) and the heaviest weighted swing, and at 18% weight it makes up 86% of the weighted advantage Juicebox (PeopleGPT) holds across the 3 criteria it leads.

§ The record

Juicebox (PeopleGPT) is filed under Candidate sourcing AI, Vincere under ATS-integrated AI. They also share 1 secondary category: Screening.

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

RecordJuicebox (PeopleGPT)Vincere
Price tierMidMid
HeadquartersUSGB
Founded20222012

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 77% of the movement so far

    Bias Audit Transparency

    Juicebox (PeopleGPT) 84 · Vincere 18

    11.9 weighted points to Juicebox (PeopleGPT)

  2. 12% weight · 88% of the movement so far

    Post-Market Monitoring

    Juicebox (PeopleGPT) 55 · Vincere 40

    1.8 weighted points to Juicebox (PeopleGPT)

  3. 20% weight · 92% of the movement so far

    Article 11 Technical Documentation

    Juicebox (PeopleGPT) 52 · Vincere 55

    0.6 weighted points to Vincere

  4. 12% weight · 96% of the movement so far

    Human Oversight Design

    Juicebox (PeopleGPT) 50 · Vincere 55

    0.6 weighted points to Vincere

  5. 15% weight · 99% of the movement so far

    FRIA Support

    Juicebox (PeopleGPT) 35 · Vincere 38

    0.4 weighted points to Vincere

  6. 15% weight · 100% of the movement so far

    Data Governance Disclosure

    Juicebox (PeopleGPT) 56 · Vincere 55

    0.1 weighted points to Juicebox (PeopleGPT)

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +12.2 — the difference between the two totals before either is rounded. Shares are of 15.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +12.2.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Juicebox (PeopleGPT) minus Vincere.

CategoryWeightJuicebox (PeopleGPT)VincereΔ rawΔ weighted
Article 11 Technical Documentation20%5255-3-0.6
Bias Audit Transparency18%8418+66+11.9
FRIA Support15%3538-3-0.4
Data Governance Disclosure15%5655+1+0.1
Human Oversight Design12%5055-5-0.6
Post-Market Monitoring12%5540+15+1.8
Customer Documentation8%6060--
Total100%57 (F)44 (F)+13+12.2

§ 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.

CriterionWeightJuicebox (PeopleGPT)Vincere
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%11Sources on a separate domain41Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%30Audit reportSources on a separate domain31Sources on the vendor's own domain
FRIA Support15%11Sources on a separate domain21Sources on a separate domain
Data Governance Disclosure15%20Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%11Sources on a separate domain50Sources on the vendor's own domainSources on a separate domain
Post-Market Monitoring12%20Audit reportSources on a separate 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%124Audit reportSources on the vendor's own domainSources on a separate domain275Sources on the vendor's own domainSources on a separate domain

Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 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 Juicebox (PeopleGPT) and Vincere sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 48 evidence rows on file for these two vendors: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 32 for Vincere, across 3 distinct source domains.

Rubric
v1.0
Juicebox (PeopleGPT) 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.