§ The result
Handshake leads Entelo on all 7 criteria.
Under rubric v1.0, Handshake (Screening) opens a 17-point lead on Entelo (Sourcing), 50 to 33. Handshake leads every one of the 7 criteria, Entelo none of them, and the closest of the 7 is FRIA Support, Entelo 25 to Handshake 30. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Entelo 20, Handshake 52, 18% weight), but it accounts for only 34% of the weighted advantage Handshake holds across the 7 criteria on that side of the table.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
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
Entelo is filed under Candidate sourcing AI, Handshake under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773.
| Record | Entelo | Handshake |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2011 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 34% of the movement so far
Bias Audit Transparency
Entelo 20 · Handshake 52
5.8 weighted points to Handshake
20% weight · 55% of the movement so far
Article 11 Technical Documentation
Entelo 30 · Handshake 48
3.6 weighted points to Handshake
12% weight · 66% of the movement so far
Human Oversight Design
Entelo 42 · Handshake 58
1.9 weighted points to Handshake
15% weight · 77% of the movement so far
Data Governance Disclosure
Entelo 45 · Handshake 57
1.8 weighted points to Handshake
8% weight · 86% of the movement so far
Customer Documentation
Entelo 40 · Handshake 60
1.6 weighted points to Handshake
12% weight · 96% of the movement so far
Post-Market Monitoring
Entelo 35 · Handshake 48
1.6 weighted points to Handshake
15% weight · 100% of the movement so far
FRIA Support
Entelo 25 · Handshake 30
0.8 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.0 — the difference between the two totals before either is rounded. Shares are of 17.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -17 beside that -17.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Handshake.
| Category | Weight | Entelo | Handshake | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 48 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 20 | 52 | -32 | -5.8 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 57 | -12 | -1.8 |
| Human Oversight Design | 12% | 42 | 58 | -16 | -1.9 |
| Post-Market Monitoring | 12% | 35 | 48 | -13 | -1.6 |
| Customer Documentation | 8% | 40 | 60 | -20 | -1.6 |
| Total | 100% | 33 (F) | 50 (F) | -17 | -17.0 |
§ 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 | Entelo | Handshake | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 8 | Sources on the vendor's own domain | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 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 Handshake sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 34 for Handshake, across 2 distinct source domains.
- Rubric
- v1.0
- Entelo last reviewed
- June 7, 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