The result

Breezy HR and Ribbon tie at 43.

Breezy HR (ATS-integrated) and Ribbon (Screening) tie at 43 under rubric v1.0, arriving there from different criteria. Breezy HR leads 3 of the 7 criteria and Ribbon 2, with 2 level, yet the two totals land on the same number. One criterion, Bias Audit Transparency, is both the widest raw gap (Breezy HR 25, Ribbon 38) and the heaviest weighted swing, and at 18% weight it makes up 84% of the weighted advantage Ribbon holds across the 2 criteria it leads.

Criteria won

7 criteria

  • Breezy HR3
  • Ribbon2
  • Level2
Widest raw gap
Bias Audit Transparency25 vs 38
Heaviest weighted swing
Bias Audit Transparency18% weight

Keep this comparison

Both scores and all 7 criteria, side by side, in your inbox.

Sent once, with links to turn on alerts for either vendor. No list.

The record

Categories, scope and company facts.

Breezy HR is filed under ATS-integrated AI, Ribbon under Screening AI. They record no secondary category in common.

RecordBreezy HRRibbon
Price tierLowLow
HeadquartersUSCA
Founded20142020

What decides it

The criteria that move the gap, heaviest swing first.

  1. Bias Audit Transparency

    18% weight44% of the movement so far

    Breezy HR25
    Ribbon38

    2.3 weighted points to Ribbon

  2. Article 11 Technical Documentation

    20% weight75% of the movement so far

    Breezy HR50
    Ribbon42

    1.6 weighted points to Breezy HR

  3. Data Governance Disclosure

    15% weight89% of the movement so far

    Breezy HR55
    Ribbon50

    0.8 weighted points to Breezy HR

  4. FRIA Support

    15% weight98% of the movement so far

    Breezy HR30
    Ribbon33

    0.4 weighted points to Ribbon

  5. Post-Market Monitoring

    12% weight100% of the movement so far

    Breezy HR38
    Ribbon37

    0.1 weighted points to Breezy HR

Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -0.3 — the difference between the two totals before either is rounded. Shares are of 5.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.3.

Category-by-category

Raw score per criterion, with weighted delta.

Δ is Breezy HR minus Ribbon, coloured for whichever of the two it favours.

CategoryWeightBreezy HRRibbonΔ rawΔ weighted
Article 11 Technical Documentation20%5042+8+1.6
Bias Audit Transparency18%2538-13-2.3
FRIA Support15%3033-3-0.4
Data Governance Disclosure15%5550+5+0.8
Human Oversight Design12%5555--
Post-Market Monitoring12%3837+1+0.1
Customer Documentation8%5858--
Total100%43F43F--0.3

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.

CriterionWeightBreezy HRRibbon
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on a separate domain31Sources on the vendor's own domain
Bias Audit Transparency18%32Sources on a separate domain41Sources on the vendor's own domain
FRIA Support15%21Sources on the vendor's own domainSources on a separate domain31Sources on the vendor's own domain
Data Governance Disclosure15%41Audit reportSources on the vendor's own domainSources on a separate domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%42Sources on the vendor's own domainSources on a separate domain60Sources on the vendor's own domain
Post-Market Monitoring12%31Sources on the vendor's own domainSources on a separate domain41Sources on the vendor's own domain
Customer Documentation8%51Sources on the vendor's own domain50Sources on the vendor's own domain
All criteria100%239Audit reportSources on the vendor's own domainSources on a separate domain314Sources on the vendor's own domainSources on a separate domain

Breezy HR has 28 evidence rows across 7 of 7 criteria — 23 with a source URL, 9 documented absences; Ribbon has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Breezy HR and Ribbon sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 63 evidence rows on file for these two vendors: 28 for Breezy HR, across 2 distinct source domains, and 35 for Ribbon, across 2 distinct source domains.

Rubric
v1.0
Breezy HR last reviewed
August 2, 2026 · HireAIScore editorial team
Ribbon 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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