The result

Ashby and Rippling tie at 56.

Ashby and Rippling, both in the ATS-integrated cohort, tie at 56 under rubric v1.0 by different routes through the criteria. Ashby leads 2 of the 7 criteria and Rippling 5, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Ashby 62, Rippling 42 — and at an 18% weight it carries 94% of the weighted advantage Ashby holds across the 2 criteria on that side of the table.

Criteria won

7 criteria

  • Ashby2
  • Rippling5
Widest raw gap
Bias Audit Transparency62 vs 42
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.

Ashby and Rippling are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.

RecordAshbyRippling
Price tierMidHigh
HeadquartersUSUS
Founded20182016

What decides it

The criteria that move the gap, heaviest swing first.

  1. Bias Audit Transparency

    18% weight46% of the movement so far

    Ashby62
    Rippling42

    3.6 weighted points to Ashby

  2. Article 11 Technical Documentation

    20% weight71% of the movement so far

    Ashby63
    Rippling73

    2.0 weighted points to Rippling

  3. Data Governance Disclosure

    15% weight83% of the movement so far

    Ashby58
    Rippling64

    0.9 weighted points to Rippling

  4. Post-Market Monitoring

    12% weight90% of the movement so far

    Ashby42
    Rippling47

    0.6 weighted points to Rippling

  5. FRIA Support

    15% weight96% of the movement so far

    Ashby42
    Rippling45

    0.4 weighted points to Rippling

  6. Human Oversight Design

    12% weight99% of the movement so far

    Ashby62
    Rippling60

    0.2 weighted points to Ashby

  7. Customer Documentation

    8% weight100% of the movement so far

    Ashby63
    Rippling64

    0.1 weighted points to Rippling

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.2 — the difference between the two totals before either is rounded. Shares are of 7.9 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 -0.2.

Category-by-category

Raw score per criterion, with weighted delta.

Δ is Ashby minus Rippling, coloured for whichever of the two it favours.

CategoryWeightAshbyRipplingΔ rawΔ weighted
Article 11 Technical Documentation20%6373-10-2.0
Bias Audit Transparency18%6242+20+3.6
FRIA Support15%4245-3-0.4
Data Governance Disclosure15%5864-6-0.9
Human Oversight Design12%6260+2+0.2
Post-Market Monitoring12%4247-5-0.6
Customer Documentation8%6364-1-0.1
Total100%56F56F--0.2

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.

CriterionWeightAshbyRippling
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain20Audit reportSources on the vendor's own domain
Bias Audit Transparency18%21Audit reportSources on the vendor's own domain20Audit reportSources on the vendor's own domain
FRIA Support15%21Sources on the vendor's own domain11Sources on the vendor's own domain
Data Governance Disclosure15%31Sources on the vendor's own domain20Audit reportSources on the vendor's own domain
Human Oversight Design12%20Sources on the vendor's own domain10Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain20Sources on the vendor's own domain
Customer Documentation8%31Sources on the vendor's own domain20Sources on the vendor's own domain
All criteria100%166Audit reportSources on the vendor's own domain121Audit reportSources on the vendor's own domain

Ashby has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence.

Provenance

The scores above are documented by 35 evidence rows on file for these two vendors: 22 for Ashby, across 1 distinct source domain, and 13 for Rippling, across 1 distinct source domain.

Rubric
v1.0
Ashby last reviewed
June 7, 2026 · HireAIScore editorial team
Rippling 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.

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