§ The result
Handshake leads Feenyx on 6 of the 7 criteria.
Handshake, filed under Screening, comes out 10 points above Feenyx, filed under Assessment: 50 against 40 under rubric v1.0. Feenyx is ahead on none of the 7 criteria: Handshake takes 6, the remaining criterion is level, and the nearest of those 6 is FRIA Support, Feenyx 25 to Handshake 30. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Feenyx 25, Handshake 52 — and at an 18% weight it carries 51% of the weighted advantage Handshake holds across the 6 criteria on that side of the table.
Vendor profile
Feenyx
Feenyx (formerly Filtered.ai) is a skills-assessment and interview platform that runs AI-scored asynchronous coding, video and written assessments and AI-assisted live interviews, with resume scoring, candidate matching, identity verification and fraud/AI-use detection.
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.
§ The record
Feenyx is filed under Assessment AI, Handshake under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773 and Colorado AI Act. Only Feenyx is in scope of Mobley v. Workday.
| Record | Feenyx | Handshake |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2016 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 51% of the movement so far
Bias Audit Transparency
Feenyx 25 · Handshake 52
4.9 weighted points to Handshake
20% weight · 64% of the movement so far
Article 11 Technical Documentation
Feenyx 42 · Handshake 48
1.2 weighted points to Handshake
12% weight · 77% of the movement so far
Post-Market Monitoring
Feenyx 38 · Handshake 48
1.2 weighted points to Handshake
15% weight · 88% of the movement so far
Data Governance Disclosure
Feenyx 50 · Handshake 57
1.1 weighted points to Handshake
15% weight · 96% of the movement so far
FRIA Support
Feenyx 25 · Handshake 30
0.8 weighted points to Handshake
8% weight · 100% of the movement so far
Customer Documentation
Feenyx 55 · Handshake 60
0.4 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -9.5 — the difference between the two totals before either is rounded. Shares are of 9.5 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 -9.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Feenyx minus Handshake.
| Category | Weight | Feenyx | Handshake | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 48 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 25 | 52 | -27 | -4.9 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 50 | 57 | -7 | -1.1 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 38 | 48 | -10 | -1.2 |
| Customer Documentation | 8% | 55 | 60 | -5 | -0.4 |
| Total | 100% | 40 (F) | 50 (F) | -10 | -9.5 |
§ 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 | Feenyx | Handshake | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 8 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 30 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Feenyx has 35 evidence rows across 7 of 7 criteria — 30 with a source URL, 5 documented absences; Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; some documentation or audit rows for Feenyx and Handshake sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 35 for Feenyx, across 3 distinct source domains, and 34 for Handshake, across 2 distinct source domains.
- Rubric
- v1.0
- Feenyx last reviewed
- September 25, 2026 · HireAIScore editorial team
- Handshake 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