Side-by-side · Rubric v1.0

Coderbyte vs eSkill

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Vendor profile

Coderbyte

Leads by 1

Coderbyte is a technical hiring platform offering coding assessments with automated and AI grading of challenges and take-home projects, live coding interviews, and AI screening that grades resumes against job-description criteria and runs agentic phone screens.

42/ 100
F

Substantial gaps

Assessment

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Vendor profile

eSkill

eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.

41/ 100
F

Substantial gaps

Assessment

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The result

1 point separates Coderbyte and eSkill.

Under rubric v1.0, Coderbyte and eSkill finish 1 point apart, 42 to 41, as two Assessment entries. The 7 criteria split 5 to 2 in favour of Coderbyte: Coderbyte is ahead on Data Governance Disclosure and eSkill on Bias Audit Transparency. One criterion, Data Governance Disclosure, is both the widest raw gap (Coderbyte 56, eSkill 47) and the heaviest weighted swing, and at 15% weight it makes up 48% of the weighted advantage Coderbyte holds across the 5 criteria it leads.

Criteria won

7 criteria

  • Coderbyte5
  • eSkill2
Widest raw gap
Data Governance Disclosure56 vs 47
Heaviest weighted swing
Data Governance Disclosure15% weight

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

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The record

Categories, scope and company facts.

Coderbyte and eSkill are both filed under Assessment AI. They record no secondary category in common.

RecordCoderbyteeSkill
Price tierLowMid
HeadquartersUSUS
Founded20122003

What decides it

The criteria that move the gap, heaviest swing first.

  1. Data Governance Disclosure

    15% weight30% of the movement so far

    Coderbyte56
    eSkill47

    1.3 weighted points to Coderbyte

  2. Bias Audit Transparency

    18% weight50% of the movement so far

    Coderbyte20
    eSkill25

    0.9 weighted points to eSkill

  3. Article 11 Technical Documentation

    20% weight68% of the movement so far

    Coderbyte44
    eSkill48

    0.8 weighted points to eSkill

  4. Post-Market Monitoring

    12% weight78% of the movement so far

    Coderbyte40
    eSkill36

    0.5 weighted points to Coderbyte

  5. FRIA Support

    15% weight88% of the movement so far

    Coderbyte33
    eSkill30

    0.4 weighted points to Coderbyte

  6. Human Oversight Design

    12% weight96% of the movement so far

    Coderbyte60
    eSkill57

    0.4 weighted points to Coderbyte

  7. Customer Documentation

    8% weight100% of the movement so far

    Coderbyte58
    eSkill56

    0.2 weighted points to Coderbyte

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +1.1 — the difference between the two totals before either is rounded. Shares are of 4.5 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 +1.1.

Category-by-category

Raw score per criterion, with weighted delta.

Δ is Coderbyte minus eSkill, coloured for whichever of the two it favours.

CategoryWeightCoderbyteeSkillΔ rawΔ weighted
Article 11 Technical Documentation20%4448-4-0.8
Bias Audit Transparency18%2025-5-0.9
FRIA Support15%3330+3+0.4
Data Governance Disclosure15%5647+9+1.3
Human Oversight Design12%6057+3+0.4
Post-Market Monitoring12%4036+4+0.5
Customer Documentation8%5856+2+0.2
Total100%42F41F+1+1.1

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.

CriterionWeightCoderbyteeSkill
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%21Sources on the vendor's own domain21Sources on a separate domain
FRIA Support15%31Sources on the vendor's own domain21Sources on the vendor's own domainSources on a separate domain
Data Governance Disclosure15%50Audit reportSources on the vendor's own domain41Sources on the vendor's own domain
Human Oversight Design12%50Sources on the vendor's own domain50Sources on the vendor's own domain
Post-Market Monitoring12%41Audit reportSources on the vendor's own domain41Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domainSources on a separate domain41Sources on the vendor's own domain
All criteria100%265Audit reportSources on the vendor's own domainSources on a separate domain246Sources on the vendor's own domainSources on a separate domain

Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Coderbyte and eSkill sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 61 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 30 for eSkill, across 2 distinct source domains.

Rubric
v1.0
Coderbyte last reviewed
September 25, 2026 · HireAIScore editorial team
eSkill 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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