§ The result
Handshake leads Pin on 6 of the 7 criteria.
Handshake, filed under Screening, comes out 10 points above Pin, filed under Sourcing: 50 against 40 under rubric v1.0. Pin is ahead on none of the 7 criteria: Handshake takes 6, the remaining criterion is level, and the nearest of those 6 is Post-Market Monitoring, Handshake 48 to Pin 45. The advantage Handshake holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Handshake 48, Pin 30, 20% weight), yet it supplies only 38% of the weighted points Handshake gains across the 6 criteria it leads.
Vendor profile
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.
Vendor profile
Pin
Pin is an AI recruiting agent that searches a database of 850M+ candidate profiles, scores and ranks candidates for fit, can automatically screen out non-matches (each with a one-line reason), and runs outreach and interview scheduling.
§ The record
Handshake is filed under Screening AI, Pin under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Handshake | Pin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2014 | 2024 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Handshake 48 · Pin 30
3.6 weighted points to Handshake
18% weight · 71% of the movement so far
Bias Audit Transparency
Handshake 52 · Pin 35
3.1 weighted points to Handshake
15% weight · 82% of the movement so far
Data Governance Disclosure
Handshake 57 · Pin 50
1.1 weighted points to Handshake
12% weight · 92% of the movement so far
Human Oversight Design
Handshake 58 · Pin 50
1.0 weighted points to Handshake
8% weight · 96% of the movement so far
Customer Documentation
Handshake 60 · Pin 55
0.4 weighted points to Handshake
12% weight · 100% of the movement so far
Post-Market Monitoring
Handshake 48 · Pin 45
0.4 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +9.4 — the difference between the two totals before either is rounded. Shares are of 9.4 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 +9.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus Pin.
| Category | Weight | Handshake | Pin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 30 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 52 | 35 | +17 | +3.1 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 57 | 50 | +7 | +1.1 |
| Human Oversight Design | 12% | 58 | 50 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 48 | 45 | +3 | +0.4 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 50 (F) | 40 (F) | +10 | +9.4 |
§ 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 | Pin | ||||
|---|---|---|---|---|---|---|---|
| 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 | Audit reportSources 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 | 7 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 5 | 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 | 32 | 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; Pin has 37 evidence rows across 7 of 7 criteria — 32 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 71 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 37 for Pin, across 1 distinct source domain.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- Pin last reviewed
- September 25, 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