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HiPeople vs Manatal

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§ The result

HiPeople leads Manatal on all 7 criteria.

HiPeople finishes 20 points clear of Manatal under rubric v1.0 — 61 (D) against 41 (F) — across the Assessment and ATS-integrated cohorts. HiPeople leads every one of the 7 criteria, Manatal none of them, and the closest of the 7 is FRIA Support, HiPeople 35 to Manatal 33. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HiPeople 84, Manatal 22 — and at an 18% weight it carries 54% of the weighted advantage HiPeople holds across the 7 criteria on that side of the table.

§ The record

HiPeople is filed under Assessment AI, Manatal 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, Colorado AI Act and Mobley v. Workday.

RecordHiPeopleManatal
Price tierMidLow
HeadquartersDETH
Founded20192019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 54% of the movement so far

    Bias Audit Transparency

    HiPeople 84 · Manatal 22

    11.2 weighted points to HiPeople

  2. 20% weight · 82% of the movement so far

    Article 11 Technical Documentation

    HiPeople 62 · Manatal 33

    5.8 weighted points to HiPeople

  3. 12% weight · 92% of the movement so far

    Post-Market Monitoring

    HiPeople 60 · Manatal 43

    2.0 weighted points to HiPeople

  4. 15% weight · 96% of the movement so far

    Data Governance Disclosure

    HiPeople 58 · Manatal 52

    0.9 weighted points to HiPeople

  5. 8% weight · 97% of the movement so far

    Customer Documentation

    HiPeople 66 · Manatal 62

    0.3 weighted points to HiPeople

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

    FRIA Support

    HiPeople 35 · Manatal 33

    0.3 weighted points to HiPeople

  7. 12% weight · 100% of the movement so far

    Human Oversight Design

    HiPeople 62 · Manatal 60

    0.2 weighted points to HiPeople

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +20.8 — the difference between the two totals before either is rounded. Shares are of 20.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +20.8.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is HiPeople minus Manatal.

CategoryWeightHiPeopleManatalΔ rawΔ weighted
Article 11 Technical Documentation20%6233+29+5.8
Bias Audit Transparency18%8422+62+11.2
FRIA Support15%3533+2+0.3
Data Governance Disclosure15%5852+6+0.9
Human Oversight Design12%6260+2+0.2
Post-Market Monitoring12%6043+17+2.0
Customer Documentation8%6662+4+0.3
Total100%61 (D)41 (F)+20+20.8

§ 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.

CriterionWeightHiPeopleManatal
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%32Sources on the vendor's own domain11Sources on the vendor's own domain
Bias Audit Transparency18%51Audit reportSources on a separate domain11
FRIA Support15%22Sources on the vendor's own domain21Sources on the vendor's own domain
Data Governance Disclosure15%31Sources on the vendor's own domain31Sources on the vendor's own domain
Human Oversight Design12%51Sources on the vendor's own domain20Sources on the vendor's own domain
Post-Market Monitoring12%41Audit reportSources on the vendor's own domainSources on a separate domain21Sources on the vendor's own domain
Customer Documentation8%50Sources on the vendor's own domain40Sources on the vendor's own domain
All criteria100%278Audit reportSources on the vendor's own domainSources on a separate domain155Sources on the vendor's own domain

HiPeople has 31 evidence rows across 7 of 7 criteria — 27 with a source URL, 8 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for HiPeople sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 51 evidence rows on file for these two vendors: 31 for HiPeople, across 3 distinct source domains, and 20 for Manatal, across 1 distinct source domain.

Rubric
v1.0
HiPeople last reviewed
August 2, 2026 · HireAIScore editorial team
Manatal last reviewed
July 17, 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.