§ The result
Paycor leads Entelo on all 7 criteria.
Paycor scores 40 and Entelo 33 under rubric v1.0, a 7-point gap across the ATS-integrated and Sourcing cohorts. Paycor is ahead of Entelo on all 7 criteria but on none of them by as much as 20 raw points, the closest being FRIA Support at Entelo 25 to Paycor 27. Customer Documentation is the widest raw gap (Entelo 40, Paycor 55) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Entelo 30, Paycor 40), 28% of the weighted advantage Paycor builds across the 7 criteria it leads.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
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.
§ The record
Entelo is filed under Candidate sourcing AI, Paycor under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773.
| Record | Entelo | Paycor |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2011 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 28% of the movement so far
Article 11 Technical Documentation
Entelo 30 · Paycor 40
2.0 weighted points to Paycor
12% weight · 50% of the movement so far
Human Oversight Design
Entelo 42 · Paycor 55
1.6 weighted points to Paycor
8% weight · 67% of the movement so far
Customer Documentation
Entelo 40 · Paycor 55
1.2 weighted points to Paycor
18% weight · 80% of the movement so far
Bias Audit Transparency
Entelo 20 · Paycor 25
0.9 weighted points to Paycor
15% weight · 91% of the movement so far
Data Governance Disclosure
Entelo 45 · Paycor 50
0.8 weighted points to Paycor
12% weight · 96% of the movement so far
Post-Market Monitoring
Entelo 35 · Paycor 38
0.4 weighted points to Paycor
15% weight · 100% of the movement so far
FRIA Support
Entelo 25 · Paycor 27
0.3 weighted points to Paycor
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -7.1 — the difference between the two totals before either is rounded. Shares are of 7.1 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 -7.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Paycor.
| Category | Weight | Entelo | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 40 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 20 | 25 | -5 | -0.9 |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 45 | 50 | -5 | -0.8 |
| Human Oversight Design | 12% | 42 | 55 | -13 | -1.6 |
| Post-Market Monitoring | 12% | 35 | 38 | -3 | -0.4 |
| Customer Documentation | 8% | 40 | 55 | -15 | -1.2 |
| Total | 100% | 33 (F) | 40 (F) | -7 | -7.1 |
§ 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 | Entelo | Paycor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 3 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 1 | — | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 8 | Sources on the vendor's own domain | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 documented absences; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- Entelo last reviewed
- June 7, 2026 · HireAIScore editorial team
- Paycor 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