§ The result
Sova Assessment leads Paycor on 6 of the 7 criteria.
Under rubric v1.0, Sova Assessment, filed under Assessment, finishes on 48 and Paycor, filed under ATS-integrated, on 40, 8 points apart. Paycor is ahead on none of the 7 criteria: Sova Assessment takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, Paycor 50 to Sova Assessment 52. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (Paycor 40, Sova Assessment 55, 20% weight), is only 36% of the weighted advantage Sova Assessment builds across the 6 criteria it leads.
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
Sova Assessment
Sova Assessment is a UK-based enterprise talent assessment platform combining personality questionnaires, cognitive and ability tests, situational judgement, video interviews, virtual assessment centres and AI-led role simulations into a single occupational-psychology-validated candidate scoring workflow.
§ The record
Paycor is filed under ATS-integrated AI, Sova Assessment 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 Sova Assessment is in scope of Mobley v. Workday.
| Record | Paycor | Sova Assessment |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | GB |
| Founded | 1990 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
Paycor 40 · Sova Assessment 55
3.0 weighted points to Sova Assessment
18% weight · 64% of the movement so far
Bias Audit Transparency
Paycor 25 · Sova Assessment 38
2.3 weighted points to Sova Assessment
15% weight · 87% of the movement so far
FRIA Support
Paycor 27 · Sova Assessment 40
1.9 weighted points to Sova Assessment
8% weight · 94% of the movement so far
Customer Documentation
Paycor 55 · Sova Assessment 62
0.6 weighted points to Sova Assessment
15% weight · 97% of the movement so far
Data Governance Disclosure
Paycor 50 · Sova Assessment 52
0.3 weighted points to Sova Assessment
12% weight · 100% of the movement so far
Post-Market Monitoring
Paycor 38 · Sova Assessment 40
0.2 weighted points to Sova Assessment
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -8.4 — the difference between the two totals before either is rounded. Shares are of 8.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycor minus Sova Assessment.
| Category | Weight | Paycor | Sova Assessment | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 55 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 25 | 38 | -13 | -2.3 |
| FRIA Support | 15% | 27 | 40 | -13 | -1.9 |
| Data Governance Disclosure | 15% | 50 | 52 | -2 | -0.3 |
| Human Oversight Design | 12% | 55 | 55 | - | - |
| Post-Market Monitoring | 12% | 38 | 40 | -2 | -0.2 |
| Customer Documentation | 8% | 55 | 62 | -7 | -0.6 |
| Total | 100% | 40 (F) | 48 (F) | -8 | -8.4 |
§ 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 | Paycor | Sova Assessment | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 4 | 2 | Sources on the vendor's own 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 | 1 | Audit reportSources 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 | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 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 |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 8 | 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; Sova Assessment has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 8 documented absences; some documentation or audit rows for Paycor and Sova Assessment sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 64 evidence rows on file for these two vendors: 30 for Paycor, across 6 distinct source domains, and 34 for Sova Assessment, across 3 distinct source domains.
- Rubric
- v1.0
- Paycor last reviewed
- September 25, 2026 · HireAIScore editorial team
- Sova Assessment last reviewed
- August 2, 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