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Jobylon vs Testlify

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§ The result

3 points separate Jobylon and Testlify.

Jobylon (ATS-integrated) edges Testlify (Assessment) by 3 points under rubric v1.0, 48 to 45. Jobylon leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Testlify leads 1, including Bias Audit Transparency, and 1 is level. Human Oversight Design is the widest raw gap (Jobylon 60, Testlify 55) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Jobylon 55, Testlify 52), 24% of the weighted advantage Jobylon builds across the 5 criteria it leads.

§ The record

Jobylon is filed under ATS-integrated AI, Testlify under Assessment AI. They also share 1 secondary category: Screening.

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

RecordJobylonTestlify
Price tierMidLow
HeadquartersSEUS
Founded20112022

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 21% of the movement so far

    Article 11 Technical Documentation

    Jobylon 55 · Testlify 52

    0.6 weighted points to Jobylon

  2. 12% weight · 43% of the movement so far

    Human Oversight Design

    Jobylon 60 · Testlify 55

    0.6 weighted points to Jobylon

  3. 15% weight · 59% of the movement so far

    FRIA Support

    Jobylon 36 · Testlify 33

    0.4 weighted points to Jobylon

  4. 15% weight · 74% of the movement so far

    Data Governance Disclosure

    Jobylon 58 · Testlify 55

    0.4 weighted points to Jobylon

  5. 18% weight · 87% of the movement so far

    Bias Audit Transparency

    Jobylon 28 · Testlify 30

    0.4 weighted points to Testlify

  6. 12% weight · 100% of the movement so far

    Post-Market Monitoring

    Jobylon 45 · Testlify 42

    0.4 weighted points to Jobylon

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.1 — the difference between the two totals before either is rounded. Shares are of 2.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.1.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Jobylon minus Testlify.

CategoryWeightJobylonTestlifyΔ rawΔ weighted
Article 11 Technical Documentation20%5552+3+0.6
Bias Audit Transparency18%2830-2-0.4
FRIA Support15%3633+3+0.4
Data Governance Disclosure15%5855+3+0.4
Human Oversight Design12%6055+5+0.6
Post-Market Monitoring12%4542+3+0.4
Customer Documentation8%6060--
Total100%48 (F)45 (F)+3+2.1

§ 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.

CriterionWeightJobylonTestlify
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain41Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain31Sources on the vendor's own domain
FRIA Support15%31Sources on the vendor's own domain21Sources on the vendor's own domain
Data Governance Disclosure15%50Audit reportSources on the vendor's own domain60Audit reportSources on the vendor's own domain
Human Oversight Design12%50Sources on the vendor's own domain60Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain51Sources on the vendor's own domain
Customer Documentation8%51Sources on the vendor's own domain51Sources on the vendor's own domain
All criteria100%285Audit reportSources on the vendor's own domain315Audit reportSources on the vendor's own domain

Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; Testlify has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences.

Provenance

The scores above are documented by 69 evidence rows on file for these two vendors: 33 for Jobylon, across 1 distinct source domain, and 36 for Testlify, across 1 distinct source domain.

Rubric
v1.0
Jobylon last reviewed
September 25, 2026 · HireAIScore editorial team
Testlify 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.