Side-by-side · Rubric v1.0
Rippling vs Toggl Hire
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
Export comparison (CSV)Pro→Vendor profile
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
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.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Rippling minus Toggl Hire.
| Category | Weight | Rippling | Toggl Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 73 | 30 | +43 |
| Bias Audit Transparency | 18% | 42 | 20 | +22 |
| FRIA Support | 15% | 45 | 30 | +15 |
| Data Governance Disclosure | 15% | 64 | 55 | +9 |
| Human Oversight Design | 12% | 60 | 52 | +8 |
| Post-Market Monitoring | 12% | 47 | 35 | +12 |
| Customer Documentation | 8% | 64 | 50 | +14 |
| Total | 100% | 56 (F) | 37 (F) | +19 |
§ Evidence summary
Evidence count
Rippling
13 rows across 7 categories
- audit report
- 3
- documentation
- 7
- public statement
- 2
- absence
- 1
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1