Side-by-side · Rubric v1.0
Handshake vs Paycor
Handshake
Handshake is an early-career recruiting network whose employer tools use AI to rank applicants against employer-set criteria, find and message matching students and graduates, and target job promotions.
Substantial gaps
Screening
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.
Substantial gaps
ATS-integrated
The result
Handshake leads Paycor on all 7 criteria.
Handshake sits 10 points above Paycor under rubric v1.0 — 50 against 40 — with Handshake filed under Screening and Paycor under ATS-integrated. Handshake takes all 7 criteria and Paycor none of them; the nearest contest is FRIA Support, Handshake 30 to Paycor 27. One criterion, Bias Audit Transparency, is both the widest raw gap (Handshake 52, Paycor 25) and the heaviest weighted swing, and at 18% weight it makes up 49% of the weighted advantage Handshake holds across the 7 criteria it leads.
Criteria won
7 criteria
- Handshake7
- Paycor0
- Widest raw gap
- Bias Audit Transparency52 vs 25
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Handshake is filed under Screening AI, Paycor under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
| Record | Handshake | Paycor |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2014 | 1990 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight49% of the movement so far
Handshake52Paycor254.9 weighted points to Handshake
- 2
Article 11 Technical Documentation
20% weight65% of the movement so far
Handshake48Paycor401.6 weighted points to Handshake
- 3
Post-Market Monitoring
12% weight77% of the movement so far
Handshake48Paycor381.2 weighted points to Handshake
- 4
Data Governance Disclosure
15% weight88% of the movement so far
Handshake57Paycor501.1 weighted points to Handshake
- 5
FRIA Support
15% weight92% of the movement so far
Handshake30Paycor270.4 weighted points to Handshake
- 6
Customer Documentation
8% weight96% of the movement so far
Handshake60Paycor550.4 weighted points to Handshake
- 7
Human Oversight Design
12% weight100% of the movement so far
Handshake58Paycor550.4 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.9 — the difference between the two totals before either is rounded. Shares are of 9.9 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 +9.9.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus Paycor, coloured for whichever of the two it favours.
| Category | Weight | Handshake | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 40 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 52 | 25 | +27 | +4.9 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 57 | 50 | +7 | +1.1 |
| Human Oversight Design | 12% | 58 | 55 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 48 | 38 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 50F | 40F | +10 | +9.9 |
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 | Handshake | Paycor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 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% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own 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% | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 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 Handshake and Paycor 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: 34 for Handshake, across 2 distinct source domains, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- Paycor last reviewed
- September 25, 2026 · HireAIScore editorial team
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