§ The result
TalentLens leads eSkill by 5 points.
TalentLens finishes 5 points ahead of eSkill under rubric v1.0, 46 to 41, both scored as Assessment entries. The 7 criteria split 4 to 1 in favour of TalentLens, with 2 level: TalentLens is ahead on Bias Audit Transparency and eSkill on Post-Market Monitoring. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — eSkill 25, TalentLens 45 — and at an 18% weight it carries 72% of the weighted advantage TalentLens holds across the 4 criteria on that side of the table.
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.
Vendor profile
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
eSkill and TalentLens are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Mobley v. Workday and Colorado AI Act.
| Record | eSkill | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2003 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 66% of the movement so far
Bias Audit Transparency
eSkill 25 · TalentLens 45
3.6 weighted points to TalentLens
20% weight · 80% of the movement so far
Article 11 Technical Documentation
eSkill 48 · TalentLens 52
0.8 weighted points to TalentLens
12% weight · 89% of the movement so far
Post-Market Monitoring
eSkill 36 · TalentLens 32
0.5 weighted points to eSkill
15% weight · 97% of the movement so far
Data Governance Disclosure
eSkill 47 · TalentLens 50
0.4 weighted points to TalentLens
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · TalentLens 58
0.2 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -4.5 — the difference between the two totals before either is rounded. Shares are of 5.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus TalentLens.
| Category | Weight | eSkill | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 52 | -4 | -0.8 |
| Bias Audit Transparency | 18% | 25 | 45 | -20 | -3.6 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 47 | 50 | -3 | -0.4 |
| Human Oversight Design | 12% | 57 | 57 | - | - |
| Post-Market Monitoring | 12% | 36 | 32 | +4 | +0.5 |
| Customer Documentation | 8% | 56 | 58 | -2 | -0.2 |
| Total | 100% | 41 (F) | 46 (F) | -5 | -4.5 |
§ 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 | eSkill | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for eSkill and TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- TalentLens 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.
§ Where next