The result

Glider AI takes the total, Textkernel takes more of the criteria.

Glider AI holds a 1-point edge over Textkernel under rubric v1.0, 52 to 51, across the Assessment and Sourcing cohorts. Textkernel leads more of the criteria, 4 against 2 for Glider AI, yet Glider AI 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 — Glider AI 68, Textkernel 55 — and at an 18% weight it carries 84% of the weighted advantage Glider AI holds across the 2 criteria on that side of the table.

Criteria won

7 criteria

  • Glider AI2
  • Textkernel4
  • Level1
Widest raw gap
Bias Audit Transparency68 vs 55
Heaviest weighted swing
Bias Audit Transparency18% weight

The record

Categories, scope and company facts.

Glider AI is filed under Assessment AI, Textkernel under Candidate sourcing AI. They also share 1 secondary category: Screening.

RecordGlider AITextkernel
Price tierMidEnterprise
HeadquartersUSNL
Founded20202001

What decides it

The criteria that move the gap, heaviest swing first.

  1. Bias Audit Transparency

    18% weight54% of the movement so far

    Glider AI68
    Textkernel55

    2.3 weighted points to Glider AI

  2. Article 11 Technical Documentation

    20% weight68% of the movement so far

    Glider AI52
    Textkernel55

    0.6 weighted points to Textkernel

  3. Human Oversight Design

    12% weight82% of the movement so far

    Glider AI55
    Textkernel60

    0.6 weighted points to Textkernel

  4. FRIA Support

    15% weight93% of the movement so far

    Glider AI35
    Textkernel32

    0.4 weighted points to Glider AI

  5. Customer Documentation

    8% weight97% of the movement so far

    Glider AI60
    Textkernel62

    0.2 weighted points to Textkernel

  6. Data Governance Disclosure

    15% weight100% of the movement so far

    Glider AI54
    Textkernel55

    0.1 weighted points to Textkernel

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.3 — the difference between the two totals before either is rounded. Shares are of 4.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +1.3.

Category-by-category

Raw score per criterion, with weighted delta.

Δ is Glider AI minus Textkernel, coloured for whichever of the two it favours.

CategoryWeightGlider AITextkernelΔ rawΔ weighted
Article 11 Technical Documentation20%5255-3-0.6
Bias Audit Transparency18%6855+13+2.3
FRIA Support15%3532+3+0.4
Data Governance Disclosure15%5455-1-0.1
Human Oversight Design12%5560-5-0.6
Post-Market Monitoring12%4040--
Customer Documentation8%6062-2-0.2
Total100%52F51F+1+1.3

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.

CriterionWeightGlider AITextkernel
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domainSources on a separate domain21Sources on the vendor's own domain
Bias Audit Transparency18%31Audit reportSources on a separate domain21Audit reportSources on the vendor's own domain
FRIA Support15%21Audit reportSources on the vendor's own domainSources on a separate domain11—
Data Governance Disclosure15%61Sources on the vendor's own domainSources on a separate domain11Sources on the vendor's own domain
Human Oversight Design12%70Sources on the vendor's own domainSources on a separate domain30Sources on the vendor's own domain
Post-Market Monitoring12%21Audit reportSources on the vendor's own domainSources on a separate domain11Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domainSources on a separate domain30Sources on the vendor's own domain
All criteria100%276Audit reportSources on the vendor's own domainSources on a separate domain135Audit reportSources on the vendor's own domain

Glider AI has 33 evidence rows across 7 of 7 criteria — 27 with a source URL, 6 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences; some documentation or audit rows for Glider AI 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: 33 for Glider AI, across 4 distinct source domains, and 18 for Textkernel, across 1 distinct source domain.

Rubric
v1.0
Glider AI last reviewed
September 25, 2026 · HireAIScore editorial team
Textkernel last reviewed
June 7, 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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