§ The result
TalentLens leads Paycor by 6 points.
Under rubric v1.0, TalentLens, filed under Assessment, finishes on 46 and Paycor, filed under ATS-integrated, on 40, 6 points apart. The 7 criteria split 5 to 1 in favour of TalentLens, with 1 level: TalentLens is ahead on Bias Audit Transparency and Paycor on Post-Market Monitoring. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Paycor 25, TalentLens 45 — and at an 18% weight it carries 52% of the weighted advantage TalentLens holds across the 5 criteria on that side of the table.
Vendor profile
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
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
Paycor is filed under ATS-integrated AI, TalentLens under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only TalentLens is in scope of Mobley v. Workday.
| Record | Paycor | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 1990 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 47% of the movement so far
Bias Audit Transparency
Paycor 25 · TalentLens 45
3.6 weighted points to TalentLens
20% weight · 78% of the movement so far
Article 11 Technical Documentation
Paycor 40 · TalentLens 52
2.4 weighted points to TalentLens
12% weight · 88% of the movement so far
Post-Market Monitoring
Paycor 38 · TalentLens 32
0.7 weighted points to Paycor
15% weight · 94% of the movement so far
FRIA Support
Paycor 27 · TalentLens 30
0.4 weighted points to TalentLens
12% weight · 97% of the movement so far
Human Oversight Design
Paycor 55 · TalentLens 57
0.2 weighted points to TalentLens
8% weight · 100% of the movement so far
Customer Documentation
Paycor 55 · TalentLens 58
0.2 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -6.2 — the difference between the two totals before either is rounded. Shares are of 7.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycor minus TalentLens.
| Category | Weight | Paycor | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 52 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 25 | 45 | -20 | -3.6 |
| FRIA Support | 15% | 27 | 30 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 50 | 50 | - | - |
| Human Oversight Design | 12% | 55 | 57 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 38 | 32 | +6 | +0.7 |
| Customer Documentation | 8% | 55 | 58 | -3 | -0.2 |
| Total | 100% | 40 (F) | 46 (F) | -6 | -6.2 |
§ 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 | Paycor | 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% | 3 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 4 | 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 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 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Paycor 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 Paycor 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 Paycor, across 6 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Paycor 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