Side-by-side · Rubric v1.0
Handshake vs Jobylon
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
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
Substantial gaps
ATS-integrated
The result
Handshake takes the total, Jobylon takes more of the criteria.
Handshake holds a 2-point edge over Jobylon under rubric v1.0, 50 to 48, across the Screening and ATS-integrated cohorts. Jobylon leads more of the criteria, 4 against 2 for Handshake, yet Handshake takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Handshake 52, Jobylon 28 — and at an 18% weight it carries 92% of the weighted advantage Handshake holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Handshake2
- Jobylon4
- Level1
- Widest raw gap
- Bias Audit Transparency52 vs 28
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Handshake is filed under Screening AI, Jobylon under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
| Record | Handshake | Jobylon |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | SE |
| Founded | 2014 | 2011 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight59% of the movement so far
Handshake52Jobylon284.3 weighted points to Handshake
- 2
Article 11 Technical Documentation
20% weight78% of the movement so far
Handshake48Jobylon551.4 weighted points to Jobylon
- 3
FRIA Support
15% weight90% of the movement so far
Handshake30Jobylon360.9 weighted points to Jobylon
- 4
Post-Market Monitoring
12% weight95% of the movement so far
Handshake48Jobylon450.4 weighted points to Handshake
- 5
Human Oversight Design
12% weight98% of the movement so far
Handshake58Jobylon600.2 weighted points to Jobylon
- 6
Data Governance Disclosure
15% weight100% of the movement so far
Handshake57Jobylon580.1 weighted points to Jobylon
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.0 — the difference between the two totals before either is rounded. Shares are of 7.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +2.0.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus Jobylon, coloured for whichever of the two it favours.
| Category | Weight | Handshake | Jobylon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 55 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 52 | 28 | +24 | +4.3 |
| FRIA Support | 15% | 30 | 36 | -6 | -0.9 |
| Data Governance Disclosure | 15% | 57 | 58 | -1 | -0.1 |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 48 | 45 | +3 | +0.4 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 50F | 48F | +2 | +2.0 |
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 | Jobylon | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 5 | 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 | 28 | 5 | 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; Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 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 67 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 33 for Jobylon, across 1 distinct source domain.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- Jobylon last reviewed
- September 25, 2026 · HireAIScore editorial team
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