§ The result
Vervoe leads Toggl Hire by 9 points.
Vervoe scores 46 and Toggl Hire 37 under rubric v1.0 — a 9-point gap inside the Assessment cohort. Vervoe leads 4 of the 7 criteria, including Bias Audit Transparency, while Toggl Hire leads 2, including Post-Market Monitoring, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Toggl Hire 20, Vervoe 52 — and at an 18% weight it carries 56% of the weighted advantage Vervoe holds across the 4 criteria on that side of the table.
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.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Toggl Hire and Vervoe 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 | Toggl Hire | Vervoe |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | EE | AU |
| Founded | 2013 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 48% of the movement so far
Bias Audit Transparency
Toggl Hire 20 · Vervoe 52
5.8 weighted points to Vervoe
20% weight · 73% of the movement so far
Article 11 Technical Documentation
Toggl Hire 30 · Vervoe 45
3.0 weighted points to Vervoe
12% weight · 81% of the movement so far
Human Oversight Design
Toggl Hire 52 · Vervoe 60
1.0 weighted points to Vervoe
12% weight · 88% of the movement so far
Post-Market Monitoring
Toggl Hire 35 · Vervoe 28
0.8 weighted points to Toggl Hire
15% weight · 95% of the movement so far
FRIA Support
Toggl Hire 30 · Vervoe 25
0.8 weighted points to Toggl Hire
8% weight · 100% of the movement so far
Customer Documentation
Toggl Hire 50 · Vervoe 58
0.6 weighted points to Vervoe
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -8.8 — the difference between the two totals before either is rounded. Shares are of 11.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -9 beside that -8.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Toggl Hire minus Vervoe.
| Category | Weight | Toggl Hire | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 45 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 20 | 52 | -32 | -5.8 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 52 | 60 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 35 | 28 | +7 | +0.8 |
| Customer Documentation | 8% | 50 | 58 | -8 | -0.6 |
| Total | 100% | 37 (F) | 46 (F) | -9 | -8.8 |
§ 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 | Toggl Hire | Vervoe | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 0 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 4 | Sources on the vendor's own domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Toggl Hire has 14 evidence rows across 7 of 7 criteria — 10 with a source URL, 4 documented absences; Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 34 evidence rows on file for these two vendors: 14 for Toggl Hire, across 1 distinct source domain, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Toggl Hire last reviewed
- July 17, 2026 · HireAIScore editorial team
- Vervoe last reviewed
- June 7, 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