§ The result
Beamery leads Toggl Hire on 6 of the 7 criteria.
Beamery finishes 24 points clear of Toggl Hire under rubric v1.0 — 61 (D) against 37 (F) — across the Sourcing and Assessment cohorts. Beamery leads 6 of the 7 criteria and the remaining criterion is level, so Toggl Hire is ahead on none of them; the closest of the 6 Beamery leads is Human Oversight Design, Beamery 55 to Toggl Hire 52. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Beamery 85, Toggl Hire 20 — and at an 18% weight it carries 48% of the weighted advantage Beamery holds across the 6 criteria on that side of the table.
Vendor profile
Beamery
Talent CRM and sourcing platform that maintains a long-lived candidate pipeline, with AI-driven matching and skills inference.
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
Beamery is filed under Candidate sourcing AI, Toggl Hire under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Toggl Hire is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Beamery | Toggl Hire |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | GB | EE |
| Founded | 2013 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 48% of the movement so far
Bias Audit Transparency
Beamery 85 · Toggl Hire 20
11.7 weighted points to Beamery
20% weight · 80% of the movement so far
Article 11 Technical Documentation
Beamery 70 · Toggl Hire 30
8.0 weighted points to Beamery
12% weight · 92% of the movement so far
Post-Market Monitoring
Beamery 60 · Toggl Hire 35
3.0 weighted points to Beamery
8% weight · 95% of the movement so far
Customer Documentation
Beamery 60 · Toggl Hire 50
0.8 weighted points to Beamery
15% weight · 99% of the movement so far
Data Governance Disclosure
Beamery 60 · Toggl Hire 55
0.8 weighted points to Beamery
12% weight · 100% of the movement so far
Human Oversight Design
Beamery 55 · Toggl Hire 52
0.4 weighted points to Beamery
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +24.6 — the difference between the two totals before either is rounded. Shares are of 24.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +24 beside that +24.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Beamery minus Toggl Hire.
| Category | Weight | Beamery | Toggl Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 30 | +40 | +8.0 |
| Bias Audit Transparency | 18% | 85 | 20 | +65 | +11.7 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 60 | 35 | +25 | +3.0 |
| Customer Documentation | 8% | 60 | 50 | +10 | +0.8 |
| Total | 100% | 61 (D) | 37 (F) | +24 | +24.6 |
§ 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 | Beamery | Toggl Hire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 0 | — | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 1 | 0 | — | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 10 | 4 | Sources on the vendor's own domain |
Beamery has 11 evidence rows across 7 of 7 criteria — 10 with a source URL, 1 documented absence; 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 Beamery sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 25 evidence rows on file for these two vendors: 11 for Beamery, across 2 distinct source domains, and 14 for Toggl Hire, across 1 distinct source domain.
- Rubric
- v1.0
- Beamery last reviewed
- May 21, 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