§ The result
Xobin leads Paycor on 6 of the 7 criteria.
Xobin, filed under Assessment, comes out 10 points above Paycor, filed under ATS-integrated: 50 against 40 under rubric v1.0. Paycor is ahead on none of the 7 criteria: Xobin takes 6, the remaining criterion is level, and the nearest of those 6 is Human Oversight Design, Paycor 55 to Xobin 58. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Paycor 40, Xobin 62 — and at a 20% weight it carries 41% of the weighted advantage Xobin holds across the 6 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
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
Paycor is filed under ATS-integrated AI, Xobin 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 Xobin is in scope of Mobley v. Workday.
| Record | Paycor | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 1990 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Paycor 40 · Xobin 62
4.4 weighted points to Xobin
18% weight · 72% of the movement so far
Bias Audit Transparency
Paycor 25 · Xobin 43
3.2 weighted points to Xobin
15% weight · 83% of the movement so far
FRIA Support
Paycor 27 · Xobin 35
1.2 weighted points to Xobin
15% weight · 93% of the movement so far
Data Governance Disclosure
Paycor 50 · Xobin 57
1.1 weighted points to Xobin
8% weight · 97% of the movement so far
Customer Documentation
Paycor 55 · Xobin 60
0.4 weighted points to Xobin
12% weight · 100% of the movement so far
Human Oversight Design
Paycor 55 · Xobin 58
0.4 weighted points to Xobin
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -10.7 — the difference between the two totals before either is rounded. Shares are of 10.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycor minus Xobin.
| Category | Weight | Paycor | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 62 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 25 | 43 | -18 | -3.2 |
| FRIA Support | 15% | 27 | 35 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 50 | 57 | -7 | -1.1 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 38 | - | - |
| Customer Documentation | 8% | 55 | 60 | -5 | -0.4 |
| Total | 100% | 40 (F) | 50 (F) | -10 | -10.7 |
§ 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 | Xobin | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 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 | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate 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 | 6 | 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 |
Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 Paycor and Xobin sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 62 evidence rows on file for these two vendors: 30 for Paycor, across 6 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- Paycor 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