The result

Jack & Jill takes the total, hackajob takes more of the criteria.

Jack & Jill holds a 4-point edge over hackajob under rubric v1.0, 49 to 45, with both scored in the Sourcing cohort. hackajob leads more of the criteria, 4 against 3 for Jack & Jill, yet Jack & Jill takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — hackajob 20, Jack & Jill 62 — and at an 18% weight it carries 83% of the weighted advantage Jack & Jill holds across the 3 criteria on that side of the table.

Criteria won

7 criteria

  • hackajob4
  • Jack & Jill3
Widest raw gap
Bias Audit Transparency20 vs 62
Heaviest weighted swing
Bias Audit Transparency18% weight

The record

Categories, scope and company facts.

hackajob and Jack & Jill are both filed under Candidate sourcing AI. They also share 1 secondary category: Screening.

RecordhackajobJack & Jill
Price tierMidMid
HeadquartersGBGB
Founded20142025

What decides it

The criteria that move the gap, heaviest swing first.

  1. Bias Audit Transparency

    18% weight51% of the movement so far

    hackajob20
    Jack & Jill62

    7.6 weighted points to Jack & Jill

  2. Article 11 Technical Documentation

    20% weight73% of the movement so far

    hackajob60
    Jack & Jill44

    3.2 weighted points to hackajob

  3. Data Governance Disclosure

    15% weight83% of the movement so far

    hackajob58
    Jack & Jill48

    1.5 weighted points to hackajob

  4. Post-Market Monitoring

    12% weight91% of the movement so far

    hackajob38
    Jack & Jill48

    1.2 weighted points to Jack & Jill

  5. FRIA Support

    15% weight95% of the movement so far

    hackajob32
    Jack & Jill28

    0.6 weighted points to hackajob

  6. Human Oversight Design

    12% weight98% of the movement so far

    hackajob55
    Jack & Jill58

    0.4 weighted points to Jack & Jill

  7. Customer Documentation

    8% weight100% of the movement so far

    hackajob60
    Jack & Jill56

    0.3 weighted points to hackajob

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.5 — the difference between the two totals before either is rounded. Shares are of 14.7 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 -3.5.

Category-by-category

Raw score per criterion, with weighted delta.

Δ is hackajob minus Jack & Jill, coloured for whichever of the two it favours.

CategoryWeighthackajobJack & JillΔ rawΔ weighted
Article 11 Technical Documentation20%6044+16+3.2
Bias Audit Transparency18%2062-42-7.6
FRIA Support15%3228+4+0.6
Data Governance Disclosure15%5848+10+1.5
Human Oversight Design12%5558-3-0.4
Post-Market Monitoring12%3848-10-1.2
Customer Documentation8%6056+4+0.3
Total100%45F49F-4-3.5

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.

CriterionWeighthackajobJack & Jill
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%51Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%41Sources on the vendor's own domain60Audit reportSources on a separate domain
FRIA Support15%50Sources on the vendor's own domain11Audit reportSources on a separate domain
Data Governance Disclosure15%80Sources on the vendor's own domain71Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%60Sources on the vendor's own domain80Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain31Audit reportSources on the vendor's own domainSources on a separate domain
Customer Documentation8%61Sources on the vendor's own domain31Sources on the vendor's own domain
All criteria100%384Sources on the vendor's own domain315Audit reportSources on the vendor's own domainSources on a separate domain

hackajob has 42 evidence rows across 7 of 7 criteria — 38 with a source URL, 4 documented absences; Jack & Jill has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences; some documentation or audit rows for Jack & Jill sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 78 evidence rows on file for these two vendors: 42 for hackajob, across 2 distinct source domains, and 36 for Jack & Jill, across 2 distinct source domains.

Rubric
v1.0
hackajob last reviewed
September 25, 2026 · HireAIScore editorial team
Jack & Jill 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.

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