Side-by-side · Rubric v1.0
Handshake vs Rippling
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
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
Substantial gaps
ATS-integrated
The result
Rippling leads Handshake by 6 points.
Under rubric v1.0, Rippling, filed under ATS-integrated, finishes on 56 and Handshake, filed under Screening, on 50, 6 points apart. Rippling leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Handshake leads 2, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Handshake 48, Rippling 73 — and at a 20% weight it carries 56% of the weighted advantage Rippling holds across the 5 criteria on that side of the table.
Criteria won
7 criteria
- Handshake2
- Rippling5
- Widest raw gap
- Article 11 Technical Documentation48 vs 73
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
The record
Categories, scope and company facts.
Handshake is filed under Screening AI, Rippling under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
Only Handshake is in scope of
| Record | Handshake | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | US |
| Founded | 2014 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight46% of the movement so far
Handshake48Rippling735.0 weighted points to Rippling
- 2
FRIA Support
15% weight67% of the movement so far
Handshake30Rippling452.3 weighted points to Rippling
- 3
Bias Audit Transparency
18% weight84% of the movement so far
Handshake52Rippling421.8 weighted points to Handshake
- 4
Data Governance Disclosure
15% weight94% of the movement so far
Handshake57Rippling641.1 weighted points to Rippling
- 5
Customer Documentation
8% weight97% of the movement so far
Handshake60Rippling640.3 weighted points to Rippling
- 6
Human Oversight Design
12% weight99% of the movement so far
Handshake58Rippling600.2 weighted points to Rippling
- 7
Post-Market Monitoring
12% weight100% of the movement so far
Handshake48Rippling470.1 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -6.9 — the difference between the two totals before either is rounded. Shares are of 10.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.9.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus Rippling, coloured for whichever of the two it favours.
| Category | Weight | Handshake | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 73 | -25 | -5.0 |
| Bias Audit Transparency | 18% | 52 | 42 | +10 | +1.8 |
| FRIA Support | 15% | 30 | 45 | -15 | -2.3 |
| Data Governance Disclosure | 15% | 57 | 64 | -7 | -1.1 |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 48 | 47 | +1 | +0.1 |
| Customer Documentation | 8% | 60 | 64 | -4 | -0.3 |
| Total | 100% | 50F | 56F | -6 | -6.9 |
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 | Rippling | ||||
|---|---|---|---|---|---|---|---|
| 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 | 0 | Audit reportSources 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 | 0 | 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 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 1 | 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; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence; 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 47 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- Rippling last reviewed
- July 17, 2026 · HireAIScore editorial team
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