§ The result
Xobin leads Paylocity by 7 points.
Under rubric v1.0, Xobin, filed under Assessment, finishes on 50 and Paylocity, filed under ATS-integrated, on 43, 7 points apart. Xobin leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Paylocity leads 1, including Post-Market Monitoring. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Paylocity 44, Xobin 62 — and at a 20% weight it carries 47% of the weighted advantage Xobin holds across the 6 criteria on that side of the table.
Vendor profile
Paylocity
Paylocity is a cloud-based HCM and payroll platform whose talent suite includes an applicant tracking system with generative-AI job-description and invite drafting, one-way video interviews, candidate self-scheduling, and a conversational "AI Assistant."
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
Paylocity is filed under ATS-integrated AI, Xobin under Assessment AI. They also share 2 secondary categories: Video interview and Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Paylocity | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 1997 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 44% of the movement so far
Article 11 Technical Documentation
Paylocity 44 · Xobin 62
3.6 weighted points to Xobin
18% weight · 66% of the movement so far
Bias Audit Transparency
Paylocity 33 · Xobin 43
1.8 weighted points to Xobin
12% weight · 78% of the movement so far
Human Oversight Design
Paylocity 50 · Xobin 58
1.0 weighted points to Xobin
15% weight · 87% of the movement so far
FRIA Support
Paylocity 30 · Xobin 35
0.8 weighted points to Xobin
12% weight · 93% of the movement so far
Post-Market Monitoring
Paylocity 42 · Xobin 38
0.5 weighted points to Paylocity
15% weight · 98% of the movement so far
Data Governance Disclosure
Paylocity 54 · Xobin 57
0.4 weighted points to Xobin
8% weight · 100% of the movement so far
Customer Documentation
Paylocity 58 · Xobin 60
0.2 weighted points to Xobin
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -7.2 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -7 beside that -7.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paylocity minus Xobin.
| Category | Weight | Paylocity | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 62 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 33 | 43 | -10 | -1.8 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 54 | 57 | -3 | -0.4 |
| Human Oversight Design | 12% | 50 | 58 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 43 (F) | 50 (F) | -7 | -7.2 |
§ 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 | Paylocity | Xobin | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 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% | 2 | 1 | Audit reportSources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 7 | Audit reportSources on the vendor's own domain | 27 | 5 | Sources on the vendor's own domainSources on a separate domain |
Paylocity has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 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 Xobin sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 18 for Paylocity, across 2 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- Paylocity last reviewed
- July 17, 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