§ The result
4 points separate Xobin and TalentLens.
Within the Assessment cohort, Xobin edges TalentLens by 4 points under rubric v1.0, 50 to 46. The 7 criteria split 6 to 1 in favour of Xobin: Xobin is ahead on Article 11 Technical Documentation and TalentLens on Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — TalentLens 52, Xobin 62 — and at a 20% weight it carries 42% of the weighted advantage Xobin holds across the 6 criteria on that side of the table.
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.
Vendor profile
Xobin
Xobin is a talent-assessment platform that sells skills, coding, communication and psychometric tests alongside generative-AI answer scoring (AI Evaluate), AI-led interviews, AI proctoring and NURA, an AI recruiting agent that parses resumes, interviews candidates and builds shortlists.
§ The record
TalentLens and Xobin are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | TalentLens | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | GB | IN |
| Founded | Not recorded | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 39% of the movement so far
Article 11 Technical Documentation
TalentLens 52 · Xobin 62
2.0 weighted points to Xobin
15% weight · 59% of the movement so far
Data Governance Disclosure
TalentLens 50 · Xobin 57
1.1 weighted points to Xobin
15% weight · 74% of the movement so far
FRIA Support
TalentLens 30 · Xobin 35
0.8 weighted points to Xobin
12% weight · 88% of the movement so far
Post-Market Monitoring
TalentLens 32 · Xobin 38
0.7 weighted points to Xobin
18% weight · 95% of the movement so far
Bias Audit Transparency
TalentLens 45 · Xobin 43
0.4 weighted points to TalentLens
8% weight · 98% of the movement so far
Customer Documentation
TalentLens 58 · Xobin 60
0.2 weighted points to Xobin
12% weight · 100% of the movement so far
Human Oversight Design
TalentLens 57 · Xobin 58
0.1 weighted points to Xobin
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.4 — the difference between the two totals before either is rounded. Shares are of 5.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -4.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is TalentLens minus Xobin.
| Category | Weight | TalentLens | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 62 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 45 | 43 | +2 | +0.4 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 50 | 57 | -7 | -1.1 |
| Human Oversight Design | 12% | 57 | 58 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 32 | 38 | -6 | -0.7 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 46 (F) | 50 (F) | -4 | -4.4 |
§ 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 | TalentLens | Xobin | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 6 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 5 | Sources on the vendor's own domainSources on a separate domain |
TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; Xobin has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for TalentLens and Xobin 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: 29 for TalentLens, across 3 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- TalentLens last reviewed
- September 25, 2026 · HireAIScore editorial team
- Xobin 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