Side-by-side · Rubric v1.0
Cappfinity vs eSkill
Cappfinity
Cappfinity sells strengths-, skills- and cognitive-reasoning assessments, task-based job simulations, a digital assessment centre and an asynchronous video interview platform with optional AI-assisted scoring, and is used mainly for graduate and early-careers hiring.
Substantial gaps
Assessment
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.
Substantial gaps
Assessment
The result
1 point separates eSkill and Cappfinity.
Under rubric v1.0, eSkill and Cappfinity finish 1 point apart, 41 to 40, as two Assessment entries. Cappfinity and eSkill each lead 3 of the 7 criteria, with 1 level, though the side of the split eSkill holds (headed by Article 11 Technical Documentation) adds up to more weighted points. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Cappfinity 36, eSkill 48) and the heaviest weighted swing, and at 20% weight it makes up 73% of the weighted advantage eSkill holds across the 3 criteria it leads.
Criteria won
7 criteria
- Cappfinity3
- eSkill3
- Level1
- Widest raw gap
- Article 11 Technical Documentation36 vs 48
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Cappfinity and eSkill are both filed under Assessment AI. They also share 1 secondary category: Video interview.
Both are in scope of
| Record | Cappfinity | eSkill |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | GB | US |
| Founded | 2005 | 2003 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight50% of the movement so far
Cappfinity36eSkill482.4 weighted points to eSkill
- 2
Data Governance Disclosure
15% weight65% of the movement so far
Cappfinity52eSkill470.8 weighted points to Cappfinity
- 3
Human Oversight Design
12% weight78% of the movement so far
Cappfinity52eSkill570.6 weighted points to eSkill
- 4
Bias Audit Transparency
18% weight89% of the movement so far
Cappfinity28eSkill250.5 weighted points to Cappfinity
- 5
FRIA Support
15% weight95% of the movement so far
Cappfinity28eSkill300.3 weighted points to eSkill
- 6
Post-Market Monitoring
12% weight100% of the movement so far
Cappfinity38eSkill360.2 weighted points to Cappfinity
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.8 — the difference between the two totals before either is rounded. Shares are of 4.8 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 -1.8.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cappfinity minus eSkill, coloured for whichever of the two it favours.
| Category | Weight | Cappfinity | eSkill | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 36 | 48 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 28 | 25 | +3 | +0.5 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 52 | 47 | +5 | +0.8 |
| Human Oversight Design | 12% | 52 | 57 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 38 | 36 | +2 | +0.2 |
| Customer Documentation | 8% | 56 | 56 | - | - |
| Total | 100% | 40F | 41F | -1 | -1.8 |
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.
| Criterion | Weight | Cappfinity | eSkill | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 7 | Sources on the vendor's own domainSources on a separate domain | 24 | 6 | Sources on the vendor's own domainSources on a separate domain |
Cappfinity has 36 evidence rows across 7 of 7 criteria — 29 with a source URL, 7 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 Cappfinity and eSkill sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 66 evidence rows on file for these two vendors: 36 for Cappfinity, across 6 distinct source domains, and 30 for eSkill, across 2 distinct source domains.
- Rubric
- v1.0
- Cappfinity 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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Scored against