§ The result
Toggl Hire leads Entelo on 4 of the 7 criteria.
Toggl Hire (Assessment) edges Entelo (Sourcing) by 4 points under rubric v1.0, 37 to 33. Toggl Hire leads 4 of the 7 criteria and the remaining 3 are level, so Entelo is ahead on none of them; the closest of the 4 Toggl Hire leads is FRIA Support, Entelo 25 to Toggl Hire 30. Data Governance Disclosure is the widest raw gap and the heaviest weighted swing at once (Entelo 45, Toggl Hire 55, 15% weight), but it accounts for only 35% of the weighted advantage Toggl Hire holds across the 4 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
Toggl Hire
Toggl Hire is a skills-first hiring platform (now being retired) that screens candidates with auto-graded skills tests, async video interviews and homework assignments, bundled with a lightweight ATS.
§ The record
Entelo is filed under Candidate sourcing AI, Toggl Hire under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Toggl Hire is in scope of Mobley v. Workday.
| Record | Entelo | Toggl Hire |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | EE |
| Founded | 2011 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 35% of the movement so far
Data Governance Disclosure
Entelo 45 · Toggl Hire 55
1.5 weighted points to Toggl Hire
12% weight · 64% of the movement so far
Human Oversight Design
Entelo 42 · Toggl Hire 52
1.2 weighted points to Toggl Hire
8% weight · 82% of the movement so far
Customer Documentation
Entelo 40 · Toggl Hire 50
0.8 weighted points to Toggl Hire
15% weight · 100% of the movement so far
FRIA Support
Entelo 25 · Toggl Hire 30
0.8 weighted points to Toggl Hire
Weighted delta is the raw difference times the criterion weight, so the 4 figures above sum to -4.3 — the difference between the two totals before either is rounded. Shares are of 4.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -4.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Toggl Hire.
| Category | Weight | Entelo | Toggl Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 30 | - | - |
| Bias Audit Transparency | 18% | 20 | 20 | - | - |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 55 | -10 | -1.5 |
| Human Oversight Design | 12% | 42 | 52 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 35 | 35 | - | - |
| Customer Documentation | 8% | 40 | 50 | -10 | -0.8 |
| Total | 100% | 33 (F) | 37 (F) | -4 | -4.3 |
§ 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 | Toggl Hire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 0 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 8 | Sources on the vendor's own domain | 10 | 4 | Sources on the vendor's own domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 documented absences; Toggl Hire has 14 evidence rows across 7 of 7 criteria — 10 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 14 for Toggl Hire, across 1 distinct source domain.
- Rubric
- v1.0
- Entelo last reviewed
- June 7, 2026 · HireAIScore editorial team
- Toggl Hire 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