Side-by-side · Rubric v1.0
Handshake vs Paycom
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
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
Substantial gaps
ATS-integrated
The result
Handshake and Paycom tie at 50.
Handshake, filed under Screening, and Paycom, filed under ATS-integrated, tie at 50 under rubric v1.0 by different routes through the criteria. Handshake leads 3 of the 7 criteria and Paycom 2, with 2 level, yet the two totals land on the same number. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Handshake 48, Paycom 68 — and at a 20% weight it carries 84% of the weighted advantage Paycom holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Handshake3
- Paycom2
- Level2
- Widest raw gap
- Article 11 Technical Documentation48 vs 68
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
The record
Categories, scope and company facts.
Handshake is filed under Screening AI, Paycom under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
| Record | Handshake | Paycom |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2014 | 1998 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight45% of the movement so far
Handshake48Paycom684.0 weighted points to Paycom
- 2
Bias Audit Transparency
18% weight74% of the movement so far
Handshake52Paycom382.5 weighted points to Handshake
- 3
Post-Market Monitoring
12% weight87% of the movement so far
Handshake48Paycom381.2 weighted points to Handshake
- 4
Data Governance Disclosure
15% weight96% of the movement so far
Handshake57Paycom620.8 weighted points to Paycom
- 5
Human Oversight Design
12% weight100% of the movement so far
Handshake58Paycom550.4 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -0.7 — the difference between the two totals before either is rounded. Shares are of 8.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus Paycom, coloured for whichever of the two it favours.
| Category | Weight | Handshake | Paycom | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 68 | -20 | -4.0 |
| Bias Audit Transparency | 18% | 52 | 38 | +14 | +2.5 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 57 | 62 | -5 | -0.8 |
| Human Oversight Design | 12% | 58 | 55 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 48 | 38 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 50F | 50F | - | -0.7 |
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 | Handshake | Paycom | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 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 | 13 | 7 | Audit reportSources on the vendor's own domain |
Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; some documentation or audit rows for Handshake sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 20 for Paycom, across 1 distinct source domain.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- Paycom last reviewed
- July 17, 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.