Side-by-side · Rubric v1.0
Handshake vs XOR
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
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
Substantial gaps
Screening
The result
Handshake leads XOR on all 7 criteria.
Handshake finishes 20 points clear of XOR inside the Screening cohort under rubric v1.0: 50 against 30. Handshake takes all 7 criteria and XOR none of them; the nearest contest is FRIA Support, Handshake 30 to XOR 25. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Handshake 52, XOR 18, 18% weight), is only 31% of the weighted advantage Handshake builds across the 7 criteria it leads.
Criteria won
7 criteria
- Handshake7
- XOR0
- Widest raw gap
- Bias Audit Transparency52 vs 18
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Handshake and XOR are both filed under Screening AI. They record no secondary category in common.
Both are in scope of
| Record | Handshake | XOR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2014 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight31% of the movement so far
Handshake52XOR186.1 weighted points to Handshake
- 2
Article 11 Technical Documentation
20% weight60% of the movement so far
Handshake48XOR205.6 weighted points to Handshake
- 3
Data Governance Disclosure
15% weight71% of the movement so far
Handshake57XOR422.3 weighted points to Handshake
- 4
Human Oversight Design
12% weight82% of the movement so far
Handshake58XOR402.2 weighted points to Handshake
- 5
Post-Market Monitoring
12% weight91% of the movement so far
Handshake48XOR331.8 weighted points to Handshake
- 6
Customer Documentation
8% weight96% of the movement so far
Handshake60XOR481.0 weighted points to Handshake
- 7
FRIA Support
15% weight100% of the movement so far
Handshake30XOR250.8 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +19.6 — the difference between the two totals before either is rounded. Shares are of 19.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +19.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus XOR, coloured for whichever of the two it favours.
| Category | Weight | Handshake | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 20 | +28 | +5.6 |
| Bias Audit Transparency | 18% | 52 | 18 | +34 | +6.1 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 57 | 42 | +15 | +2.3 |
| Human Oversight Design | 12% | 58 | 40 | +18 | +2.2 |
| Post-Market Monitoring | 12% | 48 | 33 | +15 | +1.8 |
| Customer Documentation | 8% | 60 | 48 | +12 | +1.0 |
| Total | 100% | 50F | 30F | +20 | +19.6 |
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 | XOR | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | Sources 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 | 1 | 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 | 11 | 7 | Sources on the vendor's own domain |
Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 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 52 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- XOR 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.
Where next
Scored against