§ The result
Emmersion leads Toggl Hire by 7 points.
Emmersion finishes 7 points ahead of Toggl Hire under rubric v1.0, 44 to 37, both scored as Assessment entries. Emmersion leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Toggl Hire leads 1, including Data Governance Disclosure, and 1 is level. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Emmersion 57, Toggl Hire 30) and the heaviest weighted swing, and at 20% weight it makes up 67% of the weighted advantage Emmersion holds across the 5 criteria it leads.
Vendor profile
Emmersion
Emmersion, Rosetta Stone's assessment division within IXL Learning, sells AI-scored adaptive TrueNorth speaking and writing tests and WebCAPE reading and grammar exams. They rate language proficiency on a 0-10 scale mapped to CEFR and ACTFL and are used for pre-employment screening, checking employees' language skills and placing students.
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
Emmersion and Toggl Hire are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Emmersion | Toggl Hire |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | EE |
| Founded | 2015 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 61% of the movement so far
Article 11 Technical Documentation
Emmersion 57 · Toggl Hire 30
5.4 weighted points to Emmersion
18% weight · 77% of the movement so far
Bias Audit Transparency
Emmersion 28 · Toggl Hire 20
1.4 weighted points to Emmersion
8% weight · 86% of the movement so far
Customer Documentation
Emmersion 60 · Toggl Hire 50
0.8 weighted points to Emmersion
15% weight · 95% of the movement so far
Data Governance Disclosure
Emmersion 50 · Toggl Hire 55
0.8 weighted points to Toggl Hire
12% weight · 99% of the movement so far
Post-Market Monitoring
Emmersion 38 · Toggl Hire 35
0.4 weighted points to Emmersion
12% weight · 100% of the movement so far
Human Oversight Design
Emmersion 53 · Toggl Hire 52
0.1 weighted points to Emmersion
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +7.4 — the difference between the two totals before either is rounded. Shares are of 8.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +7.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emmersion minus Toggl Hire.
| Category | Weight | Emmersion | Toggl Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 57 | 30 | +27 | +5.4 |
| Bias Audit Transparency | 18% | 28 | 20 | +8 | +1.4 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 50 | 55 | -5 | -0.8 |
| Human Oversight Design | 12% | 53 | 52 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 | +0.4 |
| Customer Documentation | 8% | 60 | 50 | +10 | +0.8 |
| Total | 100% | 44 (F) | 37 (F) | +7 | +7.4 |
§ 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 | Emmersion | Toggl Hire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 7 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 5 | Sources on the vendor's own domainSources on a separate domain | 10 | 4 | Sources on the vendor's own domain |
Emmersion has 40 evidence rows across 7 of 7 criteria — 35 with a source URL, 5 documented absences; Toggl Hire has 14 evidence rows across 7 of 7 criteria — 10 with a source URL, 4 documented absences; some documentation or audit rows for Emmersion sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 40 for Emmersion, across 5 distinct source domains, and 14 for Toggl Hire, across 1 distinct source domain.
- Rubric
- v1.0
- Emmersion last reviewed
- September 25, 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